Theory of Geometrical Methods for Design of Laser Beam Shaping Systems

Size: px
Start display at page:

Download "Theory of Geometrical Methods for Design of Laser Beam Shaping Systems"

Transcription

1 Heade fo SPIE use Theo of Geometical Methods fo Design of Lase Beam Shaping Sstems David L. Sheal Univesit of Alabama at Bimingham Depatment of Phsics, 153 3d Avenue South, CH31 Bimingham, AL USA ABSTRACT Fom geometical optics, the laws of eflection and efaction, a tacing techniques, consevation of eneg within a bundle of as, and the condition of constant optical path length povide a foundation fo design of lase beam shaping sstems. Geometical optics design methods ae pesented fo shaping the iadiance pofile of both otationall and ectangula smmetic lase beams. Applications of these techniques to design eflective and efactive lase beam shaping sstems ae pesented. Kewods: lase; beaming shaping; geometical optics; optical design; iadiance mapping 1. INTRODUCTION Geometical optics is used to shape the iadiance pofile as pat of the optical design of lase beam shaping sstems. The laws of eflection and/o efaction, a tacing, consevation of eneg within a bundle of as, and constant optical path length condition ae used to design lase beam pofile shaping optical sstems. Intefeence o diffaction effects ae not consideed as pat of the design pocess. Onl lenses and mios ae used fo the optical components of the beam shaping sstems pesented in this pape. Refeence 1 also descibes how to use geometical optics to design lase beam shaping sstems. Thee ae man divese applications of lases in science and technolog. These applications use a vaiet of the unique popeties of lases, such as, the high intensit, coheent, monochomatic light of lases. Fo illumination applications, it is impotant fo the lase beam to unifoml illuminate the taget suface. Tuncating a Gaussian beam with an apetue is a wa to moe unifoml illuminate the taget suface with a lase beam. Howeve, intensit apodization techniques ae inefficient. Both eflective 3, 4, 5 and efactive 6, 7, 8 optical sstems have been used to shape lase beam pofiles. McDemit and Hoton 3 use consevation of eneg within a bundle of as to design otationall smmetic eflective optical sstems fo illuminating a eceive suface in a pescibed manne using a non-unifom input beam pofile. Malak 5 has designed a two-mio lase pofile shaping sstem whee the second mio is decenteed elative to the fist 9, 1 mio to eliminate the cental obscuation pesent in the aiall smmetic design fo eflective sstems. Conwell pesents geneal esults that can be used to design lase beam shaping sstems with otational, ectangula, o pola smmet about the optical ais. Keuze 6 has patented a coheent-light optical sstem using two aspheical sufaces to ield an output beam of desied intensit distibution and wavefont shape. Rhodes and Sheal 7 deived a set of diffeential equations using intensit mapping to calculate the shape of two-aspheical sufaces of a lens sstem that epands and convets a Gaussian lase beam pofile into a collimated, unifom iadiance output beam. Using thei method, two-plano-aspheical lenses have been 11, 1, 13 designed, fabicated and used fo lase beam shaping in a hologaphic pojection sstem. A theo fo designing the optics of a lase beam shaping sstem is pesented in section. A bief oveview of the concepts of as, wavefonts, and eneg popagation within geometical optics is pesented. Then, specific attention is devoted to using consevation of eneg within a bundle of as, a tacing, and the constant optical path length condition as constaints on the optics figue of lase beam shaping sstems. Section 3 pesents thee applications of this theo of lase beam shaping using one-mio, two-lens, and two-mio configuations. Othe autho infomation: dls@uab.edu ; Telephone: ; Fa: Copight Societ of Photo-Optical Instumentation Enginees. This pape will be published in Poc. SPIE 495 and is made available as an electonic pepint with pemission of SPIE. One pint o electonic cop ma be made fo pesonal use onl. Sstematic o multiple epoduction, distibution of multiple locations via electonic o othe means, duplication of an mateial in this pape fo a fee o fo commecial puposes, o modification of the content of the pape ae pohibited.

2 . THEORY OF LASER BEAM SHAPING.1. Oveview of the Concepts of Ras, Wavefonts, and Eneg Popagation within Geometical Optics 14, 15 The concepts of as, wavefont, and eneg popagation ae fundamental to undestanding and using geometical optics to design a lase beam shaping sstem. In ode to detemine o optimize the iadiance within an optical sstem, the optical field must be detemined thoughout the sstem. The optical field is a local plane wave solution of Mawell's equations o 16, 17 the scala wave equation. Fo an isotopic, non-conducting, chage-fee medium, the optical field ma be witten as: u u ep ik S( ) (1) whee u epesents the components of the electic field at an point, n is the inde of efaction at, k ω c π λ is the wave numbe in fee space, ω is the fequenc of the wave, c is the speed of light, and λ is the wavelength of light. u and S( ) ae unknown functions of. Requiing u() fom Eq. (1) satisf the scala wave equation leads to the following conditions which must be satisfied b u () and S( ): b S g n () u S u + u S (3) whee the tem popotional to c1 k h has been neglected. Equation () is known as the eikonal equation and is a basic equation of geometical optics. The sufaces S (,, z) const. ae constant phase fonts of the optical field, have a constant optical path length ( OPL) fom the souce o efeence suface, and ae known as the geometical wavefonts. Fo isotopic media, as ae nomal to the wavefont. A unit vecto nomal to the wavefont and along a a at the point is given b a S S S. n Equation (3) is equivalent to consevation of adiant eneg within a bundle of as and leads to the geometical optics intensit law fo popagation of a bundle of as. Using the vecto identit ( f v) f v + v f, Eq. (3) can be c h c h ewitten as u S u na. Then, ecognizing that the eneg densit of a field is popotional to the squae of the field amplitude u o and that the intensit I is equal to the eneg densit of the field times the speed of popagation within medium, Eq. (3) can be witten as ( I ) a. Fo beam shaping sstems with collimated input and output beams as illustated in Figue 1, a useful epession fo the eneg within a bundle of as 18 as it passes though the sstem follows b integating Eq. (5) ove efeence planes (o wavefonts) nomal to the input and output beam and then appling Gauss theoem I dw I dw. in out Equation (6) epesses consevation of eneg along a bundle of as between input element of aea dw π d and the coesponding output element of aea dw ( π Rd) on the wavefont o the efeence planes nomal to beam. Equation (6) is a basic equation used to design lase beam shaping sstems. (4) (5) (6) Fo some beam shaping configuations, it is necessa to intoduce the consevation of eneg condition into the optical design b using efeence sufaces, such as fo detectos, which ae cuved and/o have an abita oientation with espect to the diection of the beam popagation. In these cases it is necessa to take into account pojecting the element of

3 aea of a efeence suface pependicula to diection of beam popagation when appling Eq. (6). Seveal eamples will be pesented late in this pape to illustate cases using Eq. (6) as pat of the design of lase beam shaping sstems. Accoding to geometical optics, the phase and amplitude of the optical field ae evaluated independentl. Fist, the a paths ae evaluated thoughout the optical sstem, which enables computing the phase in tems of the optical path length of as passing thought the sstem. The amplitude of the optical field is detemined b monitoing the intensit vaiations 19,, 1 along each a. Figue 1. Schematic laout of a lase beam pofile shaping sstem. Ras geneall chaacteize the diection of popagation of adiant eneg, ecept nea foci o the edge of a shadow whee intefeence and diffaction takes place. As such, a a is a mathematical constuct athe than a phsical quantit. Snell's law elates the diection of incident and efacted as at an inteface between media of diffeent indices of efaction, which can be witten in vecto fom n A na+ n cosi ncosi n (7) whee a and A ae unit vectos along the incident and efacted as, n is a unit vecto along the nomal to the inteface suface with the geneal oientation of the incident a, ( nn, ) ae the indices of efaction of the incident and efacting media, (ii, ) ae the angles of incidence and efaction, cos i An ˆ, and cos i an ˆ. When mios ae involved, Eq. (7) can be used to compute the diection of the eflected a b setting n n and using the optics sign convention. 3 Eplicitl, a unit vecto A along a eflected a is given b A a n(a ˆ n ˆ). Beam popagation is commonl descibed b wavefonts. A wavefont is a suface of constant phase of the wave o optical path length (OPL) fom the souce o efeence suface. Each a geneall follows the path of shotest time though the optical sstem accoding to Femat's Pinciple which states that a a fom points P to Q is the cuve C connecting these two points such that the integal OPL( C) n(,, z)ds C is an etemum (maimum, minimum, o stationa). The quantit nz (,, ) is the inde of efaction of the medium, and ds is the infinitesimal ac-length of the cuve. Fo a homogeneous medium, the optical path length between P and Q is the geometical path length between the two points times the inde of efaction of the medium. In geneal, the optical path length divided b the speed of light in fee space, c, gives the time fo light to tavel fom point P to Q along the a path C. 4 The a path C can be detemined using the calculus of vaiations. When the inde of efaction, n, is a smooth 17 function, it can be shown that the a path C satisfies the diffeential equation (8) (9)

4 F I HG K J (1) d ds n d n ds whee is the position vecto of an point on the a. Equation (1) is known as the a equation and is difficult to solve in man cases. Fo homogeneous medium ( n const ), the a path is epesented b a staight line ( s) as+b whee a and b ae constant vectos, and s is the a path length. Constant inde of efaction mateials ae used in man optical sstems. When the inde of efaction is a function of position, such as, the aial distance, z, the a paths ae cuved... Consevation of Eneg Condition An oveview of using the consevation of eneg condition to design lase beam shaping sstems is pesented in this section. Fist, sstems in the configuation of Figue 1 ae consideed. It is shown how to elate the input and output beam diametes to conseve eneg fo a Gaussian input beam. Then, it is shown how to use consevation of eneg, Eq. (6), to design beam shaping optics when a non-collimated output beam is incident upon a cuved detecto...1. Collimated Input and Output Beams Assume the incident beam is a lase in the fundamental, Gaussian TEM mode with cental intensit nomalized to unit. Then, I (1) in ep[ ( ) ] whee 5 is the adius of the beam. The conventional definition of the diamete of a lase beam o waist is the location at 1 e e which the field amplitude is of its peak value. At the beam waist the beam intensit is of its aial value. Fo a Gaussian beam, 86.5% of the total eneg of the beam is contained within the waist. This beam leaves the optical sstem at a adial distance R fom the optical ais with a powe densit of I ( R ) which is commonl sought to be constant as a esult of the beam shaping design pocess. Integating Eq. (6) ove the input and output planes gives π π dθ I () d dθ Iout ( R) R dr (13) in R whee eflection and absoption losses have not been consideed. When I ( R) is constant, the adius of beam in the eit apetue R can be evaluated b caing out the integation using Eq. (1) fo Iin() to obtain out out (11) R 1 ep I out ( ) (14) whee I 1 ep( ). (15) out Rma ma In Eq. (15), ma is the woking input apetue of the optical sstem, and is the coesponding point on the output plane. Equation (14) is used duing the optical design pocess to educe the numbe of independent vaiables and detemine the shape of the eflecting o efacting sufaces of the beam shaping sstem. Equation (14) elates the output beam adius to that of input beam, R, fo sstem configuations illustated in Figue 1. R ma

5 ... Unifom Iadiance ove Cuved Detecto When a beam shaping sstem does not have eithe a collimated input o output beam as illustated in Figue 1 o the output efeence suface is cuved, the consevation of eneg condition, Eq. (6), needs to be evised to incopoate the actual geomet. In these cases, it is geneall not possible to integate the esulting consevation of eneg condition [evised Eq. (6)] and then to solve fo R() as done in Eq. (14). Rathe, the optical design of these tpes of beam shaping sstems can be accomplished b incopoating the mapping ( z, ) RZ, of the a tace equations into the epession of b consevation of eneg fo the beam shaping sstem, and then solve the esulting diffeential equation fo the contou of the eflecting o efacting sufaces. This pocedue is illustated in section 3.1 fo a one-mio beam shaping sstem..3. Ra Tace Equations Fo the efactive beam shaping sstem shown in Figue, as ae efacted at suface s accoding to Snell's law. The diection of efacted a A taveling fom the point ( z, ) on suface s to the point ( RZ, ) on suface S is given b Eq. (7) whee the incident as ae along the optical ais, that is, a k. Eplicitl, a unit vecto along the efacted as ove suface s is given b A γ k + Ω n (16) whee γ nn ; z dz() d ; and o bgc b g Ω γ z 1 γ 1+ z 1 d i b g ht 1 g, (17) n z + k 1+ z 1. (18) The unit vectos (, k ) ae along the z diections. Accoding to Eq. (11), the a path connecting (, z ) and ( RZ, ) is a staight line with slope given b Eq. (16) and can be epesented b ( R )( A) ( Z z)( A) (19) z whee ( A) and ae the (, z) components of A given b Eq. (16). Combining Eqs. (16) and (19) ields, afte A z squaing, collecting tems in powes of z, and simplifing: c hb g b g b g b gb g b g 1 γ Z z γ R z + R Z z z + R. () In Eq. (), R is given b Eq. (14), and z is the solution to the diffeential equation as a function of the entance apetue coodinate. Z in Eq. () is not et known. Fo beam shaping applications, which seek to illuminate a specific suface S with unifom intensit, the equation of the suface S epessed as Z Z( R) will be adequate to solve the diffeential equation () fo the shape of the suface s. Fo othe beam shaping applications, which seek to also contol the shape of the output wavefont, the constant optical path length condition fo as passing though the sstem is used to detemine the shapes of the sufaces s and S, when solved simultaneousl with Eq. ().

6 Figue. Geometical configuation of a two-lens lase epande. (Fom Ref. 11.).4. Constant Optical Path Length Condition In ode fo the output wavefont to have the same shape as the input plane wavefont, it is necessa fo all as passing though the optical sstem to have the same optical path length. Fo unifom inde media, the optical path length of a a is the sum of the geometical path length of a specific a times the inde of efaction of the component of the sstem. Fo the two-lens beam shaping sstem shown in Figue, the optical path length ( OPL) of a a passing along the optical ais is ( OPL) nt + n d + nt. (1) 1 Fo an abita a of height, the optical path length is b g b g 1 b 1 g. () ( OPL) nz + n R + Z z + n t + d + t Z whee the oigin of the z-ais emains fied at the vete of the fist optical suface in these consideations. The constant optical path length condition is satisfied fo this sstem b equiing ( OPL) ( OPL). Combining Eqs. (1) - (3) enables one to epess ( Z z) in tems of when using Eq. (14). Thus, the constant optical path length condition helps to detemine the sag of one optical suface of a beam shaping sstem..5. Optical Design of Lase Beam Shaping Sstems Optical design of a lase beam shaping sstem seeks to define the optical components adequatel so that the sstem can be analzed, fabicated, and tested. This geneall equies specification of the shapes of and spacing between the optical sufaces as well as the inde of efaction of all the media. Fo the efacting beam epande sstem illustated in Figue, the shape of sufaces s and S must be detemined. The consevation of eneg condition and the constant optical path length condition can be solved simultaneousl with the a tace equations fo R, z, Z when nd,, t1, t ae given. In contast to conventional optical design, the pesent method of solving diffeential equations defines the optical sufaces s and S b poducing tables of numeical data (, z) fo suface s and ( RZ), fo suface S. It does not seem possible to 5, 9, 1 solve these diffeential equation analticall fo z and ZR b g. Howeve, it is inteesting to note that seveal authos have shown that the shape of the fist element of a beam shaping sstem can be epessed as a function of (3)

7 z z f( d ) + C (4) whee C is a constant, and f is a function elating to the optical configuation. The shape of the second suface can be computed fom the following epession Z z + g (5) whee g is anothe function fom the configuation. Section 3 descibes how to design a one-mio, two-lens, and twomio beam shaping sstems that can unifoml illuminate a detecto with an input lase beam and epand o magnif the beam diamete. 3. Optical Design of Lase Beam Shaping Sstems The optical design of lase beam shaping sstems involves incopoating the geometical optics intensit law fo popagation a bundle of as (consevation of eneg) and the constant optical path length condition into the a tace equations fo the optical sstem and then detemining the geometical shapes of seveal optical sufaces (o GRIN mateials) so that the beam shaping design conditions ae satisfied. Fo beam shaping applications that onl need to illuminate a given suface with a specific iadiance distibution, the constant optical path length condition will not be pat of the design pocess One-Mio Pofile Shaping Sstem Conside the otationall smmetic geomet of a one-mio beam shaping sstem shown in Figue 3. The adiation is incident upon the mio suface s with equation z z(). The equation of the eceive (detecto) suface S is Z ( R). The iadiance of the incident beam, Iin(), is incident upon a cicula ing about the z-ais of aea da π d and is eflected to a cicula ing on the eceive suface S of aea da π R 1+ dz dr dr. The input adiation is collimated (paallel to optical ais) with a known intensit pofile. It is desied to iadiate the eceiving suface (detecto) with a pescibed intensit distibution without placing an conditions on the shape of the wavefont of the output beam. Unit vectos along the input and output beams ae given b a k ˆ ( z ) ( 1+ z ) z ˆ 1 A a nˆ a nˆ kˆ (6). (7) The a tace equation connecting the mio suface s with the eceiving suface S in the -z plane is given b R A z ZR z Az 1 z Detecto, S Z( R ) b g b g. (8) a Mio, s Figue 3. Geometical configuation of a one-mio beam pofile shaping sstem. Z

8 Equation (8) can be witten as b g b g b g R z + Z z z + R. (9) Appling the diffeential eneg balance Eq. (6) to this poblem gives 1 dz Iin πd Iout( R) πr dr + dz Iout( R)πR 1+ dr. (3) dr Displaing the tem ( dr d) in Eq. (3) gives 1 dr Iin d Iout R R dz 1+ dr Recall that (),,and in out. (31) I I R Z R ae known functions of thei espective vaiables, and z is an unknown function at this point of the analsis. Also, note that the a tace Eq. (8) epesses a mapping between sufaces s and S: b (, z) RZ, g which implies that R is a function of, b g R. B implicit diffeentiation of Eq. (9) with espect to, it will be shown below how to incopoate the diffeential eneg balance equation (31) into the a tace equation fo this poblem, and theefoe, obtain a diffeential equation fo the unknown shape of the mio suface s. Diffeentiating Eq. (9) with espect to gives F I HG K J LdZ O F + + NM QP + dr b g b g I z HG 1 K J. (33) d d b g in Eq. (33) can be witten as dr zz R z 1 z Z z z d Fom the chain ule fo diffeentiation of a function of a function, the tem dz d dz d dz dr Z ( R) dr dr d d whee Z ( R) dzbrg dr can be evaluated diectl fom the equation of the suface S. Combining Eqs. (34) and (33) leads to dr z z ( R ) + ( Z z) + 1 z + zz ( + z ) d 1. (35) Rewiting Eq. (9) in the fom R bz zg b g z 1, z enables Eq. (35) to be witten as z z dr d. (37) ( R ) ( 1 z ) 1 z zz ( 1 z ) The tem dr d can be eliminated between Eqs. (31) and (37), and then the following diffeential equation is used to detemine the sag z : b g (3) (34) (36)

9 1 z z dz 1 I 1 z + z ( 1 z ) dr in (38) z ( R ) Iout ( R) R dz 1+ dr Equation (38) is equivalent to Eq. 13 of Ref. 3 and Eq of Ref. 4. When appopiate bounda conditions ae given, Eq. I R (38) can be solved fo the shape of the mio used to illuminate the eceive suface S with a pescibed intensit fo a given souce intensit pofile I (). Refeences 3 and 4 develop an etension of this analsis to two-mio intensit in pofile shaping sstems. A numbe of specific solutions fo both one- and two-mio sstems ae given in Refs. 3 and 4 including two lase beam pofile shaping sstems, such as, unifom illumination of a plane pependicula to the incident beam using a one-mio sstem fo an input Gaussian beam, Fig. 7.3 of Ref. 4, and unifom illumination of a plane on the optical ais with a two-mio sstem fo an input Gaussian beam, Fig. 7.9 of Ref Two-Lens Beam Shaping Sstem Fo optical sstems when the sag of two sufaces can be used in the optical design pocess, it is possible to shape the output beam intensit pofile and to keep the optical path length constant (etain the wavefont shape) fo all as passing though the sstem. Futhe, it is often desiable to epand the lase beam diamete. To achieve these design goals, the optical suface shapes o inde of efaction pofiles ma be used as design vaiables. Conside the geometical configuation of a efacting lase beam pofile shaping sstem shown in Figue. Fo applications using monochomatic lase beams, thee ae no chomatic abeations pesent, and it is satisfacto to use the same mateial (inde of efaction) fo all lenses. The two cuved sufaces (eflecting o efacting, depending on the application) ae used to satisf the design conditions fo the beam shaping sstem. Ras ae efacted at suface s accoding to Snell's law. The diection of efacted a A taveling fom the point (, z ) on suface s to the point ( RZ, ) on suface S is given b Eq. (16). The a path connecting ( z, ) and ( RZ, ) is a staight line accoding to Eq. (11) and is eplicitl given b Eq. (19) which can be eaanged as a quadatic equation fo z, Eq. (). Solving Eq. () as a quadatic equation fo z gives ( R )( Z z) ( n n )( R ) ( Z z) ( R ) (1 ( nn) ) ( Z z) ( nn) ( R ) ± + z whee the positive solution fo z is used fo the lase shaping lens configuation shown in Figue so that the fist lens is divegent. Fo this lens sstem, the constant iadiance of the output beam is computed fom Eq. (15); the height of a a R at the second lens fo each a in the entance pupil with height is computed fom Eq. (14). b Z zg is detemine b the constant optical path length condition, Eqs. (1) - (3), o eplicitl 1 b g b g b g b g, (4) n R + Z z n Z z d n n which can be viewed as a quadatic equation fo ( Z z) as a function of entance pupil apetue adius. Afte squaing Eq. (4) and collecting tems, the solution of the esulting quadatic equation fo ( Z z) is nn ( n) d+ n( n 1) d + ( n n )( R ) ( Z z) n n 1 whee the positive sign of the adical has been used so that the solution educes to the appopiate value of ( Z z) d when R. (39) (41) out

10 It is inteesting to note that combining Eqs. (39) and (41) pemits z to be epessed as a function of, thus, enabling z to be evaluated b an integation, as illustated in Eq. (4). Then, the shape of S is computed fom Eq. (41), 9, 1 which has the functional fom of Eq. (5). Conwell and Malak 5 have eached a simila conclusion. Eplicitl fo the two-lens beam shaping sstem shown in Figue, it follows fom Eqs. (14) and (41) ( Z z) g () nn ( n) d+ n( n 1) d + ( n n) 1 ep I ou t n n Similal, compaing Eqs. (4) and (39) leads to the following epession fo f ( ) b b ac f ± 4 a whee ( ) ( 1. (4) a () 1 nn g nn c ), (44) (43) b c g, (45) c () ( R ) 1 ep. (46) I out Then, z is detemined b numeicall integating z fom Eq. (4) o (39), and Z is evaluated fom Eq. (5) o (41). A FORTRAN pogam fo computing ( z, ) and ( RZ, ) is given in Appendi A of Ref. 1. Solving the diffeential equations using these pogams defines the optical sufaces s and S b poducing tables of numeical data (, z) fo suface s and ( RZ), fo suface S. To analze the pefomance of these lase beam shaping optical sstems with conventional optical design packages (CODE V 6, OSLO 7, o ZEMAX 8 ), the data epesenting the sufaces s and S has been fit to the conventional optics suface equation 9 of a conic tem plus otationall smmetic aspheical defomation tems fo the lase shaping sstem. The optics suface equation can be witten in the c z κ c b g N i 1 A i i (47) A i whee c(vete cuvatue), κ (conic constant), and (coefficients of the polnomial defomation tems) ae suface paametes that ae detemined b the fitting pocess fo each suface. A nonlinea least squaes fitting pogam based on the simple method 3 has been successfull used 11, 1, 13 to epesent the optical sufaces of a lase pofile shaping sstem. The flu flow equation has been used to compute the iadiance along a a as it popagates though the optical sstem. 7, 8 Altenativel, adiometic calculations fo optical sstems can be pefomed b using unit sphee method 19 o b witing a maco fo optical design softwae package to compute the iadiance ove an output suface of the lase shaping sstem. 31 Refeence 3 pesents esults fo design, fabication, and testing of a two-lens lase beam shaping sstem in the configuation shown in Figue Two-Mio Beam Shaping Sstem As the final application of the beam shaping theo developed in section, a two-mio lase beam shaping sstem with ectangula smmet will be descibed. Fo moe details and applications of two-mio beam shaping optics, the inteested

11 eade is efeed to Refs. 1, 5, and 9. Conside the two-mio beam shaping sstem illustated in Figue 4. The input and output beams ae collimated and paallel to the optical ais. Assume the input beam iadiance is given b Iin(, ) ep ep whee (, ) ae the beam waist in the, diections, espectivel, and the cental intensit is nomalized to unit. The output beam iadiance is unifom and is given b I A A const. out X Y (48) (49) Fo convenience, a scaling paamete fo linea (tansvese) dimensions is intoduced as follows: ; ma ; 3 ; ma 3 ; X Y. ma ma (5) Figue 4. Geometical configuation of a two-mio lase beam shaping sstem with ectangula smmet. The elationship between the element of aeas on the input and output planes can be witten in the following fom in (, ) I dd I dxdy. (51) out The total eneg must also be conseved which is epesented b integating Eq. (51) ove the full apetue of the input and output planes

12 ma ma ma ma X Y Ein ep d ep d AX dx A Y dy ma. (5) ma Xma Y ma o eplicitl afte evaluating the integals π 3 E ef ef 16I 4 4 π out in fom which it follows that Iout 3π ef (54) 18 Fo inteesting applications, it is desiable to have a non-unifom shaping of the lase beam pofile in othogonal diections. Theefoe, assume that thee is an independent and non-unifom magnification of the and a coodinates between the input and output planes: X m ( ), (55) Y mb g. (56) The ectangula magnifications m m and b g (53) can be detemined b imposing the incemental epession of consevation of eneg, Eq. (51), fo the sepaated intensit functions, Eqs. (48) and (49). Using appoach poposed b Ref. 9, the output iadiance epessions along the, diections ae given b A A X Y 1 16 π ep d ( ) π ep d ( ) and the output plane position coodinates X, Y ae given b ef 1 u X ep du A X ef ( ) ef 1 3 v Y ep dv A 3 Y ef ( ) ef, (57) ef, (58) Equations (59) and (6) can be used to evaluate numeical tables elating (, ) to (, ) numeicall the magnification equations (55) and (56) so that one can epess (, ) in tems of (, ) Z ( XY, ) in Eq. (78) below. (59) (6) X Y, which can then be used to invet X Y when evaluating

13 Now, the a tace equations connecting points on the input plane to the output plane ae developed. The geometical configuation of a two-mio lase beam pofile shaping sstem is illustated in Figue 4. The unit a vecto A 1 connecting the two mio sufaces s [, z, (, )] and S[ X, Y, Z( X, Y)] can be witten in the following fom: bx g i + by hg j+ bl + Z zgk A1 (61) b X g + by g + bl + Z zg whee L is the distance along the z-ais sepaating the local coodinate sstem on each mio and h is the distance along the -ais sepaating the local coodinate sstem on each mio. The functions z (, ) and ZX,Y ae the sag of each mio in the local coodinate sstem of each mio. Using Eq. (8), the a vecto connecting each mio ma also be witten in tems of the slope of the fist mio: z ˆ ˆ 1 ˆ i zj + z z k A ˆ( ˆ 1 a n a n ) (6) 1 + z + z whee a k, (63) i j n z + z k, (64) 1+ z + z z b g b g z z, z, and. (65) Equating the - and -z components of the a vecto A 1 fom Eqs. (61) and (6) gives the following a path equations z z X Y h, (66) z 1 z z. (67) X L + Z z Solving Eqs. (66) and (67) z z b gdc b g X L + Z X, Y z(, b X g + by hg ± leads to a quadatic equation with the following solutions hi b g dc b g hi b g b g X L + Z X, Y z(, + X + Y h b X g + by hg. (68) b g Zb X Yg Equation (68) is a patial diffeential equation fo the unknown mio suface functions z, and,. The constant optical path length b OPLg condition povides anothe independent condition to be satisfied b the mio suface functions z b, g and Zb X, Yg. The OPL of an aial a and geneal a ae given b L +, (69) OPL Aial Ra h l

14 ( OLP X + Y h + L + Z X, Y z(, ) + Z( X, Y ) z, ). (7) Geneal Ra Howeve, the OPL is constant fo all as. Equating the ight-hand-side of Eqs. (69) and (7) gives the following: ( ) ( l Z( X, Y) z, X + Y h + L + Z X, Y z(, ). (71) Squaing Eq. (71) leads to ( X) ( Y h) ( L+ l ) + + h Z X, Y z(, ). (7) b g b g Using the negative sign in Eq. (68) as the phsicall meaningful solution, it has been shown 5 that combining Eqs. (7), (68), and (66) leads to the following epessions fo z, and z, : X z, (73) L + l z Y + h. (74) L + l Assuming the sag of the fist mio can be witten in the fom z b g b g, (75) z (, ) z d, z d, +z b g z b, g whee z and ae given b Eqs. (73) and (74). Then, the sag of the fist mio can be witten as, { } 1 z(, ) [ u X( u) ] du+ [ v Y v ] dv L + l ) (76) o eplicitl afte evaluating the integals in Eq. (76) 1 z(, )( L+ l ) ( + ) + π ef ( ). (77) π 4 ep 3ep ef + ef 3 3 Finall, an epession fo the sag of the second mio follows fom Eq. (7): L NM b g b g l m X X QP 1 b g b g 1 m Y Y Y Y h h Z( X, Y) z(, ) L + O P whee the and tems ae eliminated fom Eq. (78) b solving fo the invese of the magnifications, as descibed in the discussion afte Eq. (6). Some inteesting applications of two-mio beam shaping optics ae pesented in Refs. 9 and 1. These applications include tansfomation of a linea amp beam pofile of one slope to anothe slope with diffeent off-set distances fom the o aes and development of an unobscued two-mio lase pofile shaping sstem. bg (78)

15 4. SUMMARY AND CONCLUSIONS A geometical optics theo fo the design of lase beam shaping sstems has been pesented. This theo of lase beam shaping is based on consevation of adiant eneg within a bundle of as, which is also known as the intensit law fo popagation of a bundle of as, the a tace equations, and the constant optical path length condition fo cases when the contou of the incident wavefont is maintained as the beam passes though the sstem. This theo has been used to develop equations fo the shapes of the optical sufaces fo one-mio, two-plano-aspheic lenses, and two-mio beam shaping sstems, that will tansfom a Gaussian input beam into a unifom iadiance output beam. Paametic equations, which define the contou of the two-mio sufaces equied to tansfom a Gaussian input beam with an elliptical coss-section into a cicula output beam with unifom iadiance, ae pesented. REFERENCES 1. D. L. Sheal, Geometical Methods, in Lase Beam Shaping: Theo and Techniques, Macel Dekke, Inc., New Yok, in pint.. W.T. Silfvast, Lase Fundamentals, Cambidge Univesit Pess, New Yok, J.H. McDemit and T.E. Hoton, Reflective optics fo obtaining pescibed iadiative distibutions fom collimated souces, Applied Optics 13, pp , J.H. McDemit, Cuved eflective sufaces fo obtaining pescibed iadiation distibutions, Ph.D. Dissetation, Univesit of Mississippi, Ofod, P.W. Malak, Two-mio unobscued optical sstem fo eshaping the iadiance distibution of a lase beam, Applied Optics 31, pp , J.L. Keuze, Coheent light optical sstem ielding an output beam of desied intensit distibution at a desied equiphase suface, U. S. Patent 3,476,463, 4 Novembe, P.W. Rhodes and D.L. Sheal, Refactive optical sstems fo iadiance edistibution of collimated adiation: thei design and analsis, Applied Optics 19, pp , P.W. Rhodes, Design and analsis of efactive optical sstems fo iadiance edistibution of collimated adiation, M. S. Thesis, The Univesit of Alabama in Bimingham, D. F. Conwell, Non-pojective tansfomations in optics, Ph.D. Dissetation, Univesit of Miami, Coal Gables, D. F. Conwell, Non-pojective tansfomations in optics, Poc. SPIE 94, pp. 6-7, W. Jiang, D.L. Sheal, and J.C. Matin, Design and testing of a efactive eshaping sstem, Poc. SPIE, pp , W. Jiang, Application of a lase beam pofile eshape to enhance pefomance of hologaphic pojection sstems, Ph.D. Dissetation, The Univesit of Alabama at Bimingham, W. Jiang, D.L. Sheal, and K.M. Bake, Optical design and testing of a hologaphic pojection sstem, Poc. SPIE 15, pp. 44-5, P. Mououlis and J. Macdonald, Geometical Optics and Optical Design, Ofod Univesit Pess, New Yok, M. Bon and E. Wolf, Pinciples of Optics, Fifth Edition, Pegamon Pess, New Yok, S. Solimeno, B. Cosignani, and P. DiPoto, Guiding, Diffaction, and Confinement of Optical Radiation, p. 49, Academic Pess, Olando, A.K. Ghatak and K. Thagaajan, Contempoa Optics, p. 4, Plenum Pess, New Yok, Bon and Wolf, p D.G. Koch, Simplified Iadiance/Illuminance Calculations in Optical Sstems, pesented at the Intenational Smposium on Optical Sstems Design, Belin, Geman, Septembe 14, 199, and published in Poc. SPIE , D.G. Bukhad, and D.L. Sheal, Simplified fomula fo the illuminance in an optical sstem, Applied Optics, pp , D.G. Bukhad and D.L. Sheal, A Diffeent Appoach to Lighting and Imaging: Fomulas fo Flu Densit, Eact Lens and Mio Equations and Caustic Sufaces in Tems of the Diffeential Geomet of Sufaces, Poc. SPIE 69, pp. 48-7, O.N. Stavoudis, The Optics of Ras, Wavefonts, and Caustics, pp. 8-84, Academic Pess, New Yok, Milita Standadization Handbook - Optical Design, section 6.8, volume MIL-HDBK-141, Defense Suppl Agenc, Washington 5, DC, 5 Octobe, Stavoudis, Chapte II. 5. Silfvast, pp CODE V is a egisteed tademak of Optical Reseach Associates, 38 E. Foothill Blvd., Pasadena, CA OSLO is a egisteed tademak of Sinclai Optics, Inc., 678 Palma Road, Faipot, NY ZEMAX is a egisteed tademak of Focus Softwae, Inc., P.O. Bo 188, Tucson, AZ W.J. Smith and Genesee Optics Softwae, Inc., Moden Lens Design, p. 51, McGaw-Hill, New Yok, A. Meddle and R. Mead, A simple method fo function minimization, Compute Jounal 7, pp. 38, N.C. Evans and D.L. Sheal, Design and optimization of an iadiance pofile shaping sstem with a genetic algoithm method, Applied Optics 37, pp , W. Jiang and D.L. Sheal, Development and Testing of a Refactive Lase Beam Shaping Sstem. Poc. SPIE ,.

Historical perspective of laser beam shaping

Historical perspective of laser beam shaping Histoical pespective of lase beam shaping David L. Shealy Univesity of Alabama at Bimingham Depatment of Physics, 530 3 d Avenue South, CH30 Bimingham, AL 3594-70 USA ABSTRACT An oveview of the histoy

More information

Accurate Diffraction Efficiency Control for Multiplexed Volume Holographic Gratings. Xuliang Han, Gicherl Kim, and Ray T. Chen

Accurate Diffraction Efficiency Control for Multiplexed Volume Holographic Gratings. Xuliang Han, Gicherl Kim, and Ray T. Chen Accuate Diffaction Efficiency Contol fo Multiplexed Volume Hologaphic Gatings Xuliang Han, Gichel Kim, and Ray T. Chen Micoelectonic Reseach Cente Depatment of Electical and Compute Engineeing Univesity

More information

Lecture 5: Rendering Equation Chapter 2 in Advanced GI

Lecture 5: Rendering Equation Chapter 2 in Advanced GI Lectue 5: Rendeing Equation Chapte in Advanced GI Fall 004 Kavita Bala Compute Science Conell Univesity Radiomety Radiomety: measuement of light enegy Defines elation between Powe Enegy Radiance Radiosity

More information

Directional Stiffness of Electronic Component Lead

Directional Stiffness of Electronic Component Lead Diectional Stiffness of Electonic Component Lead Chang H. Kim Califonia State Univesit, Long Beach Depatment of Mechanical and Aeospace Engineeing 150 Bellflowe Boulevad Long Beach, CA 90840-830, USA Abstact

More information

4.2. Co-terminal and Related Angles. Investigate

4.2. Co-terminal and Related Angles. Investigate .2 Co-teminal and Related Angles Tigonometic atios can be used to model quantities such as

More information

Tufts University Math 13 Department of Mathematics November 14, :00 noon to 1:20 pm

Tufts University Math 13 Department of Mathematics November 14, :00 noon to 1:20 pm Tufts Univesit Math 3 Depatment of Mathematics Novembe, Eam : noon to : pm Instuctions: No calculatos, notes o books ae allowed. Unless othewise stated, ou must show all wok to eceive full cedit. Simplif

More information

Image Enhancement in the Spatial Domain. Spatial Domain

Image Enhancement in the Spatial Domain. Spatial Domain 8-- Spatial Domain Image Enhancement in the Spatial Domain What is spatial domain The space whee all pixels fom an image In spatial domain we can epesent an image by f( whee x and y ae coodinates along

More information

ANNOUNCEMENT. LECTURE 25 Spherical Refracting Surfaces

ANNOUNCEMENT. LECTURE 25 Spherical Refracting Surfaces ANNUNCEMENT Final: Thusday Dec 3, 208, 7 PM - 9 PM Location: Elliot Hall of Music Coves all eadings, lectues, homewok fom Chaptes 28 though 33 Multiple choice Pactice exams n the couse website and on CHIP

More information

A New and Efficient 2D Collision Detection Method Based on Contact Theory Xiaolong CHENG, Jun XIAO a, Ying WANG, Qinghai MIAO, Jian XUE

A New and Efficient 2D Collision Detection Method Based on Contact Theory Xiaolong CHENG, Jun XIAO a, Ying WANG, Qinghai MIAO, Jian XUE 5th Intenational Confeence on Advanced Mateials and Compute Science (ICAMCS 2016) A New and Efficient 2D Collision Detection Method Based on Contact Theoy Xiaolong CHENG, Jun XIAO a, Ying WANG, Qinghai

More information

Lecture 3: Rendering Equation

Lecture 3: Rendering Equation Lectue 3: Rendeing Equation CS 660, Sping 009 Kavita Bala Compute Science Conell Univesity Radiomety Radiomety: measuement of light enegy Defines elation between Powe Enegy Radiance Radiosity 1 Hemispheical

More information

2. PROPELLER GEOMETRY

2. PROPELLER GEOMETRY a) Fames of Refeence 2. PROPELLER GEOMETRY 10 th Intenational Towing Tank Committee (ITTC) initiated the pepaation of a dictionay and nomenclatue of ship hydodynamic tems and this wok was completed in

More information

Massachusetts Institute of Technology Department of Mechanical Engineering

Massachusetts Institute of Technology Department of Mechanical Engineering cm cm Poblem Massachusetts Institute of echnolog Depatment of Mechanical Engineeing. Intoduction to obotics Sample Poblems and Solutions fo the Mid-em Exam Figue shows a obotic vehicle having two poweed

More information

= dv 3V (r + a 1) 3 r 3 f(r) = 1. = ( (r + r 2

= dv 3V (r + a 1) 3 r 3 f(r) = 1. = ( (r + r 2 Random Waypoint Model in n-dimensional Space Esa Hyytiä and Joma Vitamo Netwoking Laboatoy, Helsinki Univesity of Technology, Finland Abstact The andom waypoint model (RWP) is one of the most widely used

More information

Frequency Domain Approach for Face Recognition Using Optical Vanderlugt Filters

Frequency Domain Approach for Face Recognition Using Optical Vanderlugt Filters Optics and Photonics Jounal, 016, 6, 94-100 Published Online August 016 in SciRes. http://www.scip.og/jounal/opj http://dx.doi.og/10.436/opj.016.68b016 Fequency Domain Appoach fo Face Recognition Using

More information

On Error Estimation in Runge-Kutta Methods

On Error Estimation in Runge-Kutta Methods Leonado Jounal of Sciences ISSN 1583-0233 Issue 18, Januay-June 2011 p. 1-10 On Eo Estimation in Runge-Kutta Methods Ochoche ABRAHAM 1,*, Gbolahan BOLARIN 2 1 Depatment of Infomation Technology, 2 Depatment

More information

Introduction to Medical Imaging. Cone-Beam CT. Introduction. Available cone-beam reconstruction methods: Our discussion:

Introduction to Medical Imaging. Cone-Beam CT. Introduction. Available cone-beam reconstruction methods: Our discussion: Intoduction Intoduction to Medical Imaging Cone-Beam CT Klaus Muelle Available cone-beam econstuction methods: exact appoximate Ou discussion: exact (now) appoximate (next) The Radon tansfom and its invese

More information

5. Geometric Transformations and Projections

5. Geometric Transformations and Projections 5. Geometic Tansfomations and ojections 5. Tanslations and Rotations a) Tanslation d d d d d d d d b) Scaling s s s s c) Reflection (about - - lane) d) Rotation about Ais ( ) ( ) CCW 5.. Homogeneous Repesentation

More information

A Shape-preserving Affine Takagi-Sugeno Model Based on a Piecewise Constant Nonuniform Fuzzification Transform

A Shape-preserving Affine Takagi-Sugeno Model Based on a Piecewise Constant Nonuniform Fuzzification Transform A Shape-peseving Affine Takagi-Sugeno Model Based on a Piecewise Constant Nonunifom Fuzzification Tansfom Felipe Fenández, Julio Gutiéez, Juan Calos Cespo and Gacián Tiviño Dep. Tecnología Fotónica, Facultad

More information

(a, b) x y r. For this problem, is a point in the - coordinate plane and is a positive number.

(a, b) x y r. For this problem, is a point in the - coordinate plane and is a positive number. Illustative G-C Simila cicles Alignments to Content Standads: G-C.A. Task (a, b) x y Fo this poblem, is a point in the - coodinate plane and is a positive numbe. a. Using a tanslation and a dilation, show

More information

Derivation of the Nodal Forces Equivalent to Uniform Pressure for Quadratic Isoparametric Elements RAWB, Last Update: 30 September 2008

Derivation of the Nodal Forces Equivalent to Uniform Pressure for Quadratic Isoparametric Elements RAWB, Last Update: 30 September 2008 Deivation of the odal oces Equivalent to Unifom Pessue fo Quadatic sopaametic Elements RWB, Last Update: 0 Septembe 008 The displacement vecto u at an point within a single element, E, is lineal elated

More information

Elliptic Generation Systems

Elliptic Generation Systems 4 Elliptic Geneation Systems Stefan P. Spekeijse 4.1 Intoduction 4.1 Intoduction 4.2 Two-Dimensional Gid Geneation Hamonic Maps, Gid Contol Maps, and Poisson Systems Discetization and Solution Method Constuction

More information

Extract Object Boundaries in Noisy Images using Level Set. Final Report

Extract Object Boundaries in Noisy Images using Level Set. Final Report Extact Object Boundaies in Noisy Images using Level Set by: Quming Zhou Final Repot Submitted to Pofesso Bian Evans EE381K Multidimensional Digital Signal Pocessing May 10, 003 Abstact Finding object contous

More information

Assessment of Track Sequence Optimization based on Recorded Field Operations

Assessment of Track Sequence Optimization based on Recorded Field Operations Assessment of Tack Sequence Optimization based on Recoded Field Opeations Matin A. F. Jensen 1,2,*, Claus G. Søensen 1, Dionysis Bochtis 1 1 Aahus Univesity, Faculty of Science and Technology, Depatment

More information

Output Primitives. Ellipse Drawing

Output Primitives. Ellipse Drawing Output Pimitives Ellipse Dawing Ellipses. An ellipses is an elongated cicle and can be dawn with modified cicle dawing algoithm.. An ellipse has set of fied points (foci) that will have a constant total

More information

University of Hertfordshire Department of Mathematics. Some comments on the approximation of the radial basis functions in the dual reciprocity method

University of Hertfordshire Department of Mathematics. Some comments on the approximation of the radial basis functions in the dual reciprocity method Univesit o Hetodshie Depatment o Mathematics Some comments on the appoimation o the adial basis unctions in the dual ecipocit method Wattana Toutip Technical Repot 4 August 999 Peace The dual ecipocit

More information

Illumination methods for optical wear detection

Illumination methods for optical wear detection Illumination methods fo optical wea detection 1 J. Zhang, 2 P.P.L.Regtien 1 VIMEC Applied Vision Technology, Coy 43, 5653 LC Eindhoven, The Nethelands Email: jianbo.zhang@gmail.com 2 Faculty Electical

More information

Prof. Feng Liu. Fall /17/2016

Prof. Feng Liu. Fall /17/2016 Pof. Feng Liu Fall 26 http://www.cs.pdx.edu/~fliu/couses/cs447/ /7/26 Last time Compositing NPR 3D Gaphics Toolkits Tansfomations 2 Today 3D Tansfomations The Viewing Pipeline Mid-tem: in class, Nov. 2

More information

ME 210 Applied Mathematics for Mechanical Engineers

ME 210 Applied Mathematics for Mechanical Engineers Note that the unit vectos, T, N and B ae thee unit vectos pependicula to each othe whose diections ae dictated by the local behavio of the cuve C at its point P. They fom a moving ight handed vecto fame

More information

Fifth Wheel Modelling and Testing

Fifth Wheel Modelling and Testing Fifth heel Modelling and Testing en Masoy Mechanical Engineeing Depatment Floida Atlantic Univesity Boca aton, FL 4 Lois Malaptias IFMA Institut Fancais De Mechanique Advancee ampus De lemont Feand Les

More information

Gravitational Shift for Beginners

Gravitational Shift for Beginners Gavitational Shift fo Beginnes This pape, which I wote in 26, fomulates the equations fo gavitational shifts fom the elativistic famewok of special elativity. Fist I deive the fomulas fo the gavitational

More information

Journal of World s Electrical Engineering and Technology J. World. Elect. Eng. Tech. 1(1): 12-16, 2012

Journal of World s Electrical Engineering and Technology J. World. Elect. Eng. Tech. 1(1): 12-16, 2012 2011, Scienceline Publication www.science-line.com Jounal of Wold s Electical Engineeing and Technology J. Wold. Elect. Eng. Tech. 1(1): 12-16, 2012 JWEET An Efficient Algoithm fo Lip Segmentation in Colo

More information

Monte Carlo Techniques for Rendering

Monte Carlo Techniques for Rendering Monte Calo Techniques fo Rendeing CS 517 Fall 2002 Compute Science Conell Univesity Announcements No ectue on Thusday Instead, attend Steven Gotle, Havad Upson Hall B17, 4:15-5:15 (efeshments ealie) Geomety

More information

IP Network Design by Modified Branch Exchange Method

IP Network Design by Modified Branch Exchange Method Received: June 7, 207 98 IP Netwok Design by Modified Banch Method Kaiat Jaoenat Natchamol Sichumoenattana 2* Faculty of Engineeing at Kamphaeng Saen, Kasetsat Univesity, Thailand 2 Faculty of Management

More information

Goal. Rendering Complex Scenes on Mobile Terminals or on the web. Rendering on Mobile Terminals. Rendering on Mobile Terminals. Walking through images

Goal. Rendering Complex Scenes on Mobile Terminals or on the web. Rendering on Mobile Terminals. Rendering on Mobile Terminals. Walking through images Goal Walking though s -------------------------------------------- Kadi Bouatouch IRISA Univesité de Rennes I, Fance Rendeing Comple Scenes on Mobile Teminals o on the web Rendeing on Mobile Teminals Rendeing

More information

Analysis of uniform illumination system with imperfect Lambertian LEDs

Analysis of uniform illumination system with imperfect Lambertian LEDs Optica Applicata, Vol. XLI, No. 3, 2011 Analysis of unifom illumination system with impefect Lambetian LEDs JIAJIE TAN 1, 2, KECHENG YANG 1*, MIN XIA 1, YING YANG 1 1 Wuhan National Laboatoy fo Optoelectonics,

More information

A modal estimation based multitype sensor placement method

A modal estimation based multitype sensor placement method A modal estimation based multitype senso placement method *Xue-Yang Pei 1), Ting-Hua Yi 2) and Hong-Nan Li 3) 1),)2),3) School of Civil Engineeing, Dalian Univesity of Technology, Dalian 116023, China;

More information

A Novel Automatic White Balance Method For Digital Still Cameras

A Novel Automatic White Balance Method For Digital Still Cameras A Novel Automatic White Balance Method Fo Digital Still Cameas Ching-Chih Weng 1, Home Chen 1,2, and Chiou-Shann Fuh 3 Depatment of Electical Engineeing, 2 3 Gaduate Institute of Communication Engineeing

More information

5 4 THE BERNOULLI EQUATION

5 4 THE BERNOULLI EQUATION 185 CHATER 5 the suounding ai). The fictional wok tem w fiction is often expessed as e loss to epesent the loss (convesion) of mechanical into themal. Fo the idealied case of fictionless motion, the last

More information

Positioning of a robot based on binocular vision for hand / foot fusion Long Han

Positioning of a robot based on binocular vision for hand / foot fusion Long Han 2nd Intenational Confeence on Advances in Mechanical Engineeing and Industial Infomatics (AMEII 26) Positioning of a obot based on binocula vision fo hand / foot fusion Long Han Compute Science and Technology,

More information

Multi-azimuth Prestack Time Migration for General Anisotropic, Weakly Heterogeneous Media - Field Data Examples

Multi-azimuth Prestack Time Migration for General Anisotropic, Weakly Heterogeneous Media - Field Data Examples Multi-azimuth Pestack Time Migation fo Geneal Anisotopic, Weakly Heteogeneous Media - Field Data Examples S. Beaumont* (EOST/PGS) & W. Söllne (PGS) SUMMARY Multi-azimuth data acquisition has shown benefits

More information

Modelling of real kinematics situation as a method of the system approach to the algorithm development thinking

Modelling of real kinematics situation as a method of the system approach to the algorithm development thinking Issue 4, Volume 4, 010 83 Modelling of eal kinematics situation as a method of the sstem appoach to the algoithm development thinking Stepan Hubalovsk Abstact - One of the most impotant tasks in teaching

More information

A Mathematical Implementation of a Global Human Walking Model with Real-Time Kinematic Personification by Boulic, Thalmann and Thalmann.

A Mathematical Implementation of a Global Human Walking Model with Real-Time Kinematic Personification by Boulic, Thalmann and Thalmann. A Mathematical Implementation of a Global Human Walking Model with Real-Time Kinematic Pesonification by Boulic, Thalmann and Thalmann. Mashall Badley National Cente fo Physical Acoustics Univesity of

More information

Optical Flow for Large Motion Using Gradient Technique

Optical Flow for Large Motion Using Gradient Technique SERBIAN JOURNAL OF ELECTRICAL ENGINEERING Vol. 3, No. 1, June 2006, 103-113 Optical Flow fo Lage Motion Using Gadient Technique Md. Moshaof Hossain Sake 1, Kamal Bechkoum 2, K.K. Islam 1 Abstact: In this

More information

An Unsupervised Segmentation Framework For Texture Image Queries

An Unsupervised Segmentation Framework For Texture Image Queries An Unsupevised Segmentation Famewok Fo Textue Image Queies Shu-Ching Chen Distibuted Multimedia Infomation System Laboatoy School of Compute Science Floida Intenational Univesity Miami, FL 33199, USA chens@cs.fiu.edu

More information

2D Transformations. Why Transformations. Translation 4/17/2009

2D Transformations. Why Transformations. Translation 4/17/2009 4/7/9 D Tansfomations Wh Tansfomations Coodinate sstem tansfomations Placing objects in the wold Move/animate the camea fo navigation Dawing hieachical chaactes Animation Tanslation + d 5,4 + d,3 d 4,

More information

Title. Author(s)NOMURA, K.; MOROOKA, S. Issue Date Doc URL. Type. Note. File Information

Title. Author(s)NOMURA, K.; MOROOKA, S. Issue Date Doc URL. Type. Note. File Information Title CALCULATION FORMULA FOR A MAXIMUM BENDING MOMENT AND THE TRIANGULAR SLAB WITH CONSIDERING EFFECT OF SUPPO UNIFORM LOAD Autho(s)NOMURA, K.; MOROOKA, S. Issue Date 2013-09-11 Doc URL http://hdl.handle.net/2115/54220

More information

Point-Biserial Correlation Analysis of Fuzzy Attributes

Point-Biserial Correlation Analysis of Fuzzy Attributes Appl Math Inf Sci 6 No S pp 439S-444S (0 Applied Mathematics & Infomation Sciences An Intenational Jounal @ 0 NSP Natual Sciences Publishing o Point-iseial oelation Analysis of Fuzzy Attibutes Hao-En hueh

More information

Historical Perspective of Laser Beam Shaping

Historical Perspective of Laser Beam Shaping Historical Perspective of Laser Beam Shaping David L. Shealy University of Alabama at Birmingham Department of Physics, 1530 3rd Avenue South, CH310 Birmingham, AL 35294-1170 USA 1 OUTLINE Note some current

More information

Segmentation of Casting Defects in X-Ray Images Based on Fractal Dimension

Segmentation of Casting Defects in X-Ray Images Based on Fractal Dimension 17th Wold Confeence on Nondestuctive Testing, 25-28 Oct 2008, Shanghai, China Segmentation of Casting Defects in X-Ray Images Based on Factal Dimension Jue WANG 1, Xiaoqin HOU 2, Yufang CAI 3 ICT Reseach

More information

Computer Graphics and Animation 3-Viewing

Computer Graphics and Animation 3-Viewing Compute Gaphics and Animation 3-Viewing Pof. D. Chales A. Wüthich, Fakultät Medien, Medieninfomatik Bauhaus-Univesität Weima caw AT medien.uni-weima.de Ma 5 Chales A. Wüthich Viewing Hee: Viewing in 3D

More information

Improvement of First-order Takagi-Sugeno Models Using Local Uniform B-splines 1

Improvement of First-order Takagi-Sugeno Models Using Local Uniform B-splines 1 Impovement of Fist-ode Takagi-Sugeno Models Using Local Unifom B-splines Felipe Fenández, Julio Gutiéez, Gacián Tiviño and Juan Calos Cespo Dep. Tecnología Fotónica, Facultad de Infomática Univesidad Politécnica

More information

Research Article. Regularization Rotational motion image Blur Restoration

Research Article. Regularization Rotational motion image Blur Restoration Available online www.jocp.com Jounal of Chemical and Phamaceutical Reseach, 6, 8(6):47-476 Reseach Aticle ISSN : 975-7384 CODEN(USA) : JCPRC5 Regulaization Rotational motion image Blu Restoation Zhen Chen

More information

SURVEY OF VARIOUS IMAGE ENHANCEMENT TECHNIQUES IN SPATIAL DOMAIN USING MATLAB

SURVEY OF VARIOUS IMAGE ENHANCEMENT TECHNIQUES IN SPATIAL DOMAIN USING MATLAB Intenational Jounal of Compute Applications (IJCA) (0975 8887) Intenational Confeence on Advances in Compute Engineeing & Applications (ICACEA-014) at IMSEC, GZB SURVEY OF VARIOUS IMAGE ENHANCEMENT TECHNIQUES

More information

Evaluation of Concentrated Oblique Load at the Apex of a Wedge by the Method of Caustics

Evaluation of Concentrated Oblique Load at the Apex of a Wedge by the Method of Caustics 90 The Open Mechanical Engineeing Jounal, 0, 6, 90-99 Open Access Evaluation of Concentated Oblique Load at the Apex of a Wedge by the Method of Caustics G.A. Papadopoulos * National Technical Univesity

More information

Color Correction Using 3D Multiview Geometry

Color Correction Using 3D Multiview Geometry Colo Coection Using 3D Multiview Geomety Dong-Won Shin and Yo-Sung Ho Gwangju Institute of Science and Technology (GIST) 13 Cheomdan-gwagio, Buk-ku, Gwangju 500-71, Republic of Koea ABSTRACT Recently,

More information

Improved Fourier-transform profilometry

Improved Fourier-transform profilometry Impoved Fouie-tansfom pofilomety Xianfu Mao, Wenjing Chen, and Xianyu Su An impoved optical geomety of the pojected-finge pofilomety technique, in which the exit pupil of the pojecting lens and the entance

More information

Parametric Scattering Models for Bistatic Synthetic Aperture Radar

Parametric Scattering Models for Bistatic Synthetic Aperture Radar Paametic Scatteing Models fo Bistatic Synthetic Apetue Rada Julie Ann Jackson Student Membe, Bian D. Rigling Membe, Randolph L. Moses Senio Membe The Ohio State Univesity, Dept. of Electical and Compute

More information

10/29/2010. Rendering techniques. Global Illumination. Local Illumination methods. Today : Global Illumination Modules and Methods

10/29/2010. Rendering techniques. Global Illumination. Local Illumination methods. Today : Global Illumination Modules and Methods Rendeing techniques Compute Gaphics Lectue 10 Can be classified as Local Illumination techniques Global Illumination techniques Global Illumination 1: Ray Tacing and Radiosity Taku Komua 1 Local Illumination

More information

Transmission Lines Modeling Based on Vector Fitting Algorithm and RLC Active/Passive Filter Design

Transmission Lines Modeling Based on Vector Fitting Algorithm and RLC Active/Passive Filter Design Tansmission Lines Modeling Based on Vecto Fitting Algoithm and RLC Active/Passive Filte Design Ahmed Qasim Tuki a,*, Nashien Fazilah Mailah b, Mohammad Lutfi Othman c, Ahmad H. Saby d Cente fo Advanced

More information

CS 450: COMPUTER GRAPHICS RASTERIZING CONICS SPRING 2016 DR. MICHAEL J. REALE

CS 450: COMPUTER GRAPHICS RASTERIZING CONICS SPRING 2016 DR. MICHAEL J. REALE CS 45: COMPUTER GRAPHICS RASTERIZING CONICS SPRING 6 DR. MICHAEL J. REALE RASTERIZING CURVES OTHER THAN LINES When dealing with othe inds of cuves, we can daw it in one of the following was: Use elicit

More information

Approximating Euclidean Distance Transform with Simple Operations in Cellular Processor Arrays

Approximating Euclidean Distance Transform with Simple Operations in Cellular Processor Arrays 00 th Intenational Wokshop on Cellula Nanoscale Netwoks and thei Applications (CNNA) Appoximating Euclidean Distance Tansfom with Simple Opeations in Cellula Pocesso Aas Samad Razmjooei and Piot Dudek

More information

Detection and Recognition of Alert Traffic Signs

Detection and Recognition of Alert Traffic Signs Detection and Recognition of Alet Taffic Signs Chia-Hsiung Chen, Macus Chen, and Tianshi Gao 1 Stanfod Univesity Stanfod, CA 9305 {echchen, macuscc, tianshig}@stanfod.edu Abstact Taffic signs povide dives

More information

Lecture # 04. Image Enhancement in Spatial Domain

Lecture # 04. Image Enhancement in Spatial Domain Digital Image Pocessing CP-7008 Lectue # 04 Image Enhancement in Spatial Domain Fall 2011 2 domains Spatial Domain : (image plane) Techniques ae based on diect manipulation of pixels in an image Fequency

More information

EYE DIRECTION BY STEREO IMAGE PROCESSING USING CORNEAL REFLECTION ON AN IRIS

EYE DIRECTION BY STEREO IMAGE PROCESSING USING CORNEAL REFLECTION ON AN IRIS EYE DIRECTION BY STEREO IMAGE PROCESSING USING CORNEAL REFLECTION ON AN IRIS Kumiko Tsuji Fukuoka Medical technology Teikyo Univesity 4-3-14 Shin-Katsutachi-Machi Ohmuta Fukuoka 836 Japan email: c746g@wisdomcckyushu-uacjp

More information

OPTIMUM DESIGN OF 3R ORTHOGONAL MANIPULATORS CONSIDERING ITS TOPOLOGY

OPTIMUM DESIGN OF 3R ORTHOGONAL MANIPULATORS CONSIDERING ITS TOPOLOGY Copyight by ABCM Page 38 OPTIMUM DESIGN OF 3R ORTHOGONAL MANIPULATORS CONSIDERING ITS TOPOLOGY Giovana Tindade da Silva Oliveia, gtindadeso@yahoo.com.b School of Mechanical Engineeing, Fedeal Univesity

More information

A General Characterization of Representing and Determining Fuzzy Spatial Relations

A General Characterization of Representing and Determining Fuzzy Spatial Relations 7 The Intenational Aab Jounal of Infomation Technolog A Geneal Chaacteization of Repesenting and Detemining Fuzz Spatial Relations Lui Bai and Li Yan 2 College of Infomation Science and Engineeing, Notheasten

More information

Conservation Law of Centrifugal Force and Mechanism of Energy Transfer Caused in Turbomachinery

Conservation Law of Centrifugal Force and Mechanism of Energy Transfer Caused in Turbomachinery Poceedings of the 4th WSEAS Intenational Confeence on luid Mechanics and Aeodynamics, Elounda, Geece, August 1-3, 006 (pp337-34) Consevation Law of Centifugal oce and Mechanism of Enegy Tansfe Caused in

More information

17/5/2009. Introduction

17/5/2009. Introduction 7/5/9 Steeo Imaging Intoduction Eample of Human Vision Peception of Depth fom Left and ight eye images Diffeence in elative position of object in left and ight eyes. Depth infomation in the views?? 7/5/9

More information

Satellite Image Analysis

Satellite Image Analysis Satellite Image Analysis Chistian Melsheime Apil 25, 2012 The lab on satellite image analysis deals with a vey typical application, the extaction of land use infomation. Stating point is an image ecoded

More information

Shortest Paths for a Two-Robot Rendez-Vous

Shortest Paths for a Two-Robot Rendez-Vous Shotest Paths fo a Two-Robot Rendez-Vous Eik L Wyntes Joseph S B Mitchell y Abstact In this pape, we conside an optimal motion planning poblem fo a pai of point obots in a plana envionment with polygonal

More information

Journal of Machine Engineering, Vol. 15, No. 4, 2015

Journal of Machine Engineering, Vol. 15, No. 4, 2015 Jounal of Machine Engineeing, Vol. 15, No. 4, 2015 Received: 09 July 2015 / Accepted: 15 Octobe 2015 / Published online: 10 Novembe 2015 Vigil TEODOR 1* Vioel PAUNOIU 1 Silviu BERBINSCHI 2 Nicuşo BAROIU

More information

ANALYTIC PERFORMANCE MODELS FOR SINGLE CLASS AND MULTIPLE CLASS MULTITHREADED SOFTWARE SERVERS

ANALYTIC PERFORMANCE MODELS FOR SINGLE CLASS AND MULTIPLE CLASS MULTITHREADED SOFTWARE SERVERS ANALYTIC PERFORMANCE MODELS FOR SINGLE CLASS AND MULTIPLE CLASS MULTITHREADED SOFTWARE SERVERS Daniel A Menascé Mohamed N Bennani Dept of Compute Science Oacle, Inc Geoge Mason Univesity 1211 SW Fifth

More information

Three-Dimensional Aerodynamic Design Optimization of a Turbine Blade by Using an Adjoint Method

Three-Dimensional Aerodynamic Design Optimization of a Turbine Blade by Using an Adjoint Method Jiaqi Luo e-mail: jiaqil@uci.edu Juntao Xiong Feng Liu e-mail: fliu@uci.edu Depatment of Mechanical and Aeospace Engineeing, Univesity of Califonia, Ivine, Ivine, CA 92697-3975 Ivan McBean Alstom Powe

More information

Color Interpolation for Single CCD Color Camera

Color Interpolation for Single CCD Color Camera Colo Intepolation fo Single CCD Colo Camea Yi-Ming Wu, Chiou-Shann Fuh, and Jui-Pin Hsu Depatment of Compute Science and Infomation Engineeing, National Taian Univesit, Taipei, Taian Email: 88036@csie.ntu.edu.t;

More information

OPTIMAL KINEMATIC SYNTHESIS OF CRANK & SLOTTED LEVER QUICK RETURN MECHANISM FOR SPECIFIC STROKE & TIME RATIO

OPTIMAL KINEMATIC SYNTHESIS OF CRANK & SLOTTED LEVER QUICK RETURN MECHANISM FOR SPECIFIC STROKE & TIME RATIO OPTIMAL KINEMATIC SYNTHESIS OF CRANK & SLOTTED LEVER QUICK RETURN MECHANISM FOR SPECIFIC STROKE & TIME RATIO Zeeshan A. Shaikh 1 and T.Y. Badguja 2 1,2 Depatment of Mechanical Engineeing, Late G. N. Sapkal

More information

A Memory Efficient Array Architecture for Real-Time Motion Estimation

A Memory Efficient Array Architecture for Real-Time Motion Estimation A Memoy Efficient Aay Achitectue fo Real-Time Motion Estimation Vasily G. Moshnyaga and Keikichi Tamau Depatment of Electonics & Communication, Kyoto Univesity Sakyo-ku, Yoshida-Honmachi, Kyoto 66-1, JAPAN

More information

Topic -3 Image Enhancement

Topic -3 Image Enhancement Topic -3 Image Enhancement (Pat 1) DIP: Details Digital Image Pocessing Digital Image Chaacteistics Spatial Spectal Gay-level Histogam DFT DCT Pe-Pocessing Enhancement Restoation Point Pocessing Masking

More information

Cardiac C-Arm CT. SNR Enhancement by Combining Multiple Retrospectively Motion Corrected FDK-Like Reconstructions

Cardiac C-Arm CT. SNR Enhancement by Combining Multiple Retrospectively Motion Corrected FDK-Like Reconstructions Cadiac C-Am CT SNR Enhancement by Combining Multiple Retospectively Motion Coected FDK-Like Reconstuctions M. Pümme 1, L. Wigstöm 2,3, R. Fahig 2, G. Lauitsch 4, J. Honegge 1 1 Institute of Patten Recognition,

More information

EFFECT OF THE RATIO OF ROD AND LAMP RADII IN CW AND Q-SWITCHED PERFORMANCE OF LAMP PUMPED ND:YAG LASER FOR ULTRA HARD MATERIAL PROCESSING

EFFECT OF THE RATIO OF ROD AND LAMP RADII IN CW AND Q-SWITCHED PERFORMANCE OF LAMP PUMPED ND:YAG LASER FOR ULTRA HARD MATERIAL PROCESSING Jounal of Optoelectonics and Advanced Mateials Vol. 7, No. 3, June 2005, p. 1593-1598 EFFECT OF THE ATIO OF OD AND AMP ADII IN CW AND Q-SWITCHED PEFOMANCE OF AMP PUMPED ND:YAG ASE FO UTA HAD MATEIA POCESSING

More information

A Minutiae-based Fingerprint Matching Algorithm Using Phase Correlation

A Minutiae-based Fingerprint Matching Algorithm Using Phase Correlation A Minutiae-based Fingepint Matching Algoithm Using Phase Coelation Autho Chen, Weiping, Gao, Yongsheng Published 2007 Confeence Title Digital Image Computing: Techniques and Applications DOI https://doi.og/10.1109/dicta.2007.4426801

More information

ISyE 4256 Industrial Robotic Applications

ISyE 4256 Industrial Robotic Applications ISyE 456 Industial Robotic Applications Quiz # Oct. 9, 998 Name This is a closed book, closed notes exam. Show wok fo poblem questions ) ( pts) Please cicle one choice fo each item. a) In an application,

More information

Detection and tracking of ships using a stereo vision system

Detection and tracking of ships using a stereo vision system Scientific Reseach and Essays Vol. 8(7), pp. 288-303, 18 Febuay, 2013 Available online at http://www.academicjounals.og/sre DOI: 10.5897/SRE12.318 ISSN 1992-2248 2013 Academic Jounals Full Length Reseach

More information

Lecture 27: Voronoi Diagrams

Lecture 27: Voronoi Diagrams We say that two points u, v Y ae in the same connected component of Y if thee is a path in R N fom u to v such that all the points along the path ae in the set Y. (Thee ae two connected components in the

More information

ME 305 Fluid Mechanics I. Part 3 Introduction to Fluid Flow. Field Representation. Different Viewpoints for Fluid and Solid Mechanics (cont d)

ME 305 Fluid Mechanics I. Part 3 Introduction to Fluid Flow. Field Representation. Different Viewpoints for Fluid and Solid Mechanics (cont d) ME 305 Fluid Mechanics I Pat 3 Intoduction to Fluid Flow Field Repesentation As a fluid moves, its popeties in geneal change fom point to point in space and fom time to time. In field epesentation of a

More information

Computer Graphics. - Shading - Hendrik Lensch. Computer Graphics WS07/08 Light Transport

Computer Graphics. - Shading - Hendrik Lensch. Computer Graphics WS07/08 Light Transport Compute Gaphics - Shading - Hendik Lensch Compute Gaphics WS07/08 Light Tanspot Oveview So fa Nuts and bolts of ay tacing Today Reflectance Reflection models Compute Gaphics WS07/08 Light Tanspot Mateial

More information

AN ARTIFICIAL NEURAL NETWORK -BASED ROTATION CORRECTION METHOD FOR 3D-MEASUREMENT USING A SINGLE PERSPECTIVE VIEW

AN ARTIFICIAL NEURAL NETWORK -BASED ROTATION CORRECTION METHOD FOR 3D-MEASUREMENT USING A SINGLE PERSPECTIVE VIEW Ma 8, 9 and 30, 1997 Le Ceusot, Bougogne, FRANCE AN ARIFICIAL NEURAL NEWORK -BASED ROAION CORRECION MEHOD FOR 3D-MEASUREMEN USING A SINGLE PERSPECIVE VIEW Kauko Väinämö, Juha Röning Depatment of Electical

More information

A NOVEL VOLUME CT WITH X-RAY ON A TROUGH-LIKE SURFACE AND POINT DETECTORS ON CIRCLE-PLUS-ARC CURVE

A NOVEL VOLUME CT WITH X-RAY ON A TROUGH-LIKE SURFACE AND POINT DETECTORS ON CIRCLE-PLUS-ARC CURVE A NOVEL VOLUME CT WITH X-RAY ON A TROUGH-LIKE SURFACE AND POINT DETECTORS ON CIRCLE-PLUS-ARC CURVE H Xu, and TG Zhuang Depatment of Biomedical Engineeing, Shanghai Jiaotong Univesity, Shanghai, P R China

More information

Generalized Grey Target Decision Method Based on Decision Makers Indifference Attribute Value Preferences

Generalized Grey Target Decision Method Based on Decision Makers Indifference Attribute Value Preferences Ameican Jounal of ata ining and Knowledge iscovey 27; 2(4): 2-8 http://www.sciencepublishinggoup.com//admkd doi:.648/.admkd.2724.2 Genealized Gey Taget ecision ethod Based on ecision akes Indiffeence Attibute

More information

Extended Perspective Shadow Maps (XPSM) Vladislav Gusev, ,

Extended Perspective Shadow Maps (XPSM)   Vladislav Gusev, , Extended Pespective Shadow Maps (XPSM) http://xpsm.og Vladislav Gusev,.8.27, xmvlad@gmail.com Figue : XPSM esults (~4 objects in a scene, 536x536 shadow map). Intoduction Shadows ae one of the most impotant

More information

Electric Field of charged hollow and solid Spheres

Electric Field of charged hollow and solid Spheres lectic Field of chaged hollow and solid Sphees Fits F.M. de Mul -field of a chaged hollow o solid sphee 1 esentations: lectomagnetism: Histoy lectomagnetism: lect. topics lectomagnetism: Magn. topics lectomagnetism:

More information

Also available at ISSN (printed edn.), ISSN (electronic edn.) ARS MATHEMATICA CONTEMPORANEA 3 (2010)

Also available at  ISSN (printed edn.), ISSN (electronic edn.) ARS MATHEMATICA CONTEMPORANEA 3 (2010) Also available at http://amc.imfm.si ISSN 1855-3966 (pinted edn.), ISSN 1855-3974 (electonic edn.) ARS MATHEMATICA CONTEMPORANEA 3 (2010) 109 120 Fulleene patches I Jack E. Gave Syacuse Univesity, Depatment

More information

Experimental and numerical simulation of the flow over a spillway

Experimental and numerical simulation of the flow over a spillway Euopean Wate 57: 253-260, 2017. 2017 E.W. Publications Expeimental and numeical simulation of the flow ove a spillway A. Seafeim *, L. Avgeis, V. Hissanthou and K. Bellos Depatment of Civil Engineeing,

More information

A Description Method of Spatial Complexity in Terms of Visibility

A Description Method of Spatial Complexity in Terms of Visibility IPR IPT IGU UCI CIG ACG Table of contents Table des matièes Authos inde Inde des auteus each Recheches Eit oti A Desciption Method of patial Compleit in Tems of Visibilit Hiotaka uzuki Assistant Pofesso,

More information

Performance Optimization in Structured Wireless Sensor Networks

Performance Optimization in Structured Wireless Sensor Networks 5 The Intenational Aab Jounal of Infomation Technology, Vol. 6, o. 5, ovembe 9 Pefomance Optimization in Stuctued Wieless Senso etwoks Amine Moussa and Hoda Maalouf Compute Science Depatment, ote Dame

More information

Comparisons of Transient Analytical Methods for Determining Hydraulic Conductivity Using Disc Permeameters

Comparisons of Transient Analytical Methods for Determining Hydraulic Conductivity Using Disc Permeameters Compaisons of Tansient Analytical Methods fo Detemining Hydaulic Conductivity Using Disc Pemeametes 1,,3 Cook, F.J. 1 CSRO Land and Wate, ndoooopilly, Queensland The Univesity of Queensland, St Lucia,

More information

A VECTOR PERTURBATION APPROACH TO THE GENERALIZED AIRCRAFT SPARE PARTS GROUPING PROBLEM

A VECTOR PERTURBATION APPROACH TO THE GENERALIZED AIRCRAFT SPARE PARTS GROUPING PROBLEM Accepted fo publication Intenational Jounal of Flexible Automation and Integated Manufactuing. A VECTOR PERTURBATION APPROACH TO THE GENERALIZED AIRCRAFT SPARE PARTS GROUPING PROBLEM Nagiza F. Samatova,

More information

Introduction To Robotics (Kinematics, Dynamics, and Design)

Introduction To Robotics (Kinematics, Dynamics, and Design) Intoduction o obotics Kinematics Dnamics and Design EION # 9: satial Descitions & ansfomations li Meghdai ofesso chool of Mechanical Engineeing haif Univesit of echnolog ehan IN 365-9567 Homeage: htt://meghdai.shaif.edu

More information

Conversion Functions for Symmetric Key Ciphers

Conversion Functions for Symmetric Key Ciphers Jounal of Infomation Assuance and Secuity 2 (2006) 41 50 Convesion Functions fo Symmetic Key Ciphes Deba L. Cook and Angelos D. Keomytis Depatment of Compute Science Columbia Univesity, mail code 0401

More information

Slotted Random Access Protocol with Dynamic Transmission Probability Control in CDMA System

Slotted Random Access Protocol with Dynamic Transmission Probability Control in CDMA System Slotted Random Access Potocol with Dynamic Tansmission Pobability Contol in CDMA System Intaek Lim 1 1 Depatment of Embedded Softwae, Busan Univesity of Foeign Studies, itlim@bufs.ac.k Abstact In packet

More information

Shape Matching / Object Recognition

Shape Matching / Object Recognition Image Pocessing - Lesson 4 Poduction Line object classification Object Recognition Shape Repesentation Coelation Methods Nomalized Coelation Local Methods Featue Matching Coespondence Poblem Alignment

More information