NEW GEOMETRIES FOR 3D LASER SENSORS WITH PROJECTION DISCRIMINATION

Transcription

1 BULETINUL INSTITUTULUI OLITEHNIC DIN IAŞI ublicat de Universitatea Tehnică Gheorghe Asachi din Iaşi Tomul LVI (LX), Fasc. 1, 2010 Secţia AUTOMATICĂ şi CALCULATOARE NEW GEOMETRIES FOR 3D LASER SENSORS WITH ROJECTION DISCRIMINATION BY MIHAI BULEA Abstract. Laser sensors are widel used for precision measurement of the distances. The all include one or more laser sources and one or more cameras and, using triangulation, the provide a precise measurement of the distance between the sensor (laser(s) plus camera(s)) and the target. The principle is simple: the laser creates a light spot on the target, while the camera takes a snapshot of the spot [1], [2]. Measuring the position of the spot projection in the image, the distance to the target can be measured. This paper presents a set of new geometries for multi-planar laser sensor, so that the location of each laser plane projection is uniquel determined in the projection plane. We will start with an analsis of the eisting 2D sensors and 2D+ sensors (with camera offset), and continue with a set of new geometries for a 3D sensor. Finall, some discussions regarding the multi-point and multi planar sensors are presented. Simulation results for all the geometries are also presented here. Ke words: laser sensors, multi-point sensors, geometries, camera Mathematics Subject Classification: 51M15, Introduction The basics of laser triangulation are simple and the could be reduced, for the beginning to a simple 2D geometrical problem: the laser generates a single light beam perpendicular to the sensor and the camera is capturing the trace (projection) of the beam on the target object. The camera has its focal point placed at a distance B (called the Baseline) from the laser, and its optical ais is at an angle α relative to the baseline (Fig.1). Of course, the laser beam and the camera focal ais are in the same plane. The camera has a known viewing angle β which defines two more important parameters of the laser

2 50 Mihai Bulea sensor. The first one is the standoff () is the minimum distance between the object and the sensor. The laser trace is not visible for the camera for distances smaller than. The second one is the depth of field (or the segment) is the active range of the sensor. The laser trace is not visible b the camera for distances bigger than +. standoff L 0 α Baseline Camera Fig. 1 The principle of laser sensors. In this paper we will suppose the ideal case: the camera has no optical distortions and its resolution is infinite. 2. The Geometr of the 2D Sensor The net drawing shows the geometr of a 2D sensor with 5 laser beams. The camera and the lasers are in the same plane and the laser beams are parallel. Because the camera and the lasers are in the same plane, the projections of all segments (in the camera) are overlapped significantl. The onl possible solutions to avoid this overlapping are: 1. Keep the lasers and the camera in the same plane, but move the camera along the baseline, closer to the lasers, until the overlapping disappears. Of course, this involves some restrictions in the form of a relationship between,, the number of laser beams, laser spacing, and the position of the camera. An etended discussion on this tpe of solution will be presented in another chapter. 2. Move the camera awa from the laser plane, so that the projections of the segments don t overlap anmore.

3 Bul. Inst. olit. Iaşi, t. LVI (LX), f. 1, standoff L0 L1 L2 L3 L4 Fig. 2 The geometr of a parallel multi-beam laser sensor. Note that the closer the laser beam gets to the camera, the smaller the overlap is, or even it will disappear. But also note that the closer the laser beam gets to the camera, the smaller the segment projection is. From the geometr of the projection we can write (no optical distortions): (1) f () i dcam + f () i d cam + (i) th In (1) d cam is the distance between the camera and the i laser beam and f is the focal length of the camera. From (1) we can etract the sie of the projection of the segment: (2) () i 1 1 Δ + fdcam + As epected, the sie of the projection of the segment depends linearl on the distance between the camera and the laser beam. Now let s check Figs. 3 a and 3 b for the simulated results. It can be seen that the projection regions from each laser beam are different. In this case

4 52 Mihai Bulea the camera can be a linear one. Fig. 3 a The geometr of a 2D sensor with parallel beams. Fig. 3 b rojection regions for a 2D sensor with parallel beams. All the laser beams are parallel in the presented geometr. The effect of changing this geometr to radial laser beams is discussed net. L0 L1 L2 L3 L4 standoff Fig. 4 The geometr of a radial multi-beam laser sensor. From the geometr of the projection we can write (no optical distortions): (3) f dcam + tanα + f dcam + ( + ) tanα +

5 dcam Bul. Inst. olit. Iaşi, t. LVI (LX), f. 1, In (3) is the distance between the camera and the laser s base, α is the orientation of the laser beam, and f is the focal length of the camera. From (3) we can etract the sie of the projection of the segment: (4) dcam + tanα dcam + ( + )tanα Δ + f f + That is: dcam dcam (5) Δ f + tanα tanα + And finall: (6) 1 1 Δ fdcam + We got a formula prett similar to (2). As epected, the sie of the projection of the segment depends linearl on the distance between the camera and the laser base. But in the same time it does not depend on the orientation of the laser beam. This is mainl because, in the same time, the sie of the projection would decrease with the laser beam angle, but also the segment will increase in sie. Check in the simulated results (Figs. 5 a, 5 b) the constant width of the projection regions for each laser beam. In this case the camera can also be a linear one. Fig. 5 a The geometr of a 2D sensor with radial beams. Fig. 5 b rojection regions for a 2D sensor with radial beams. 3. The Geometr of the 2D+ Sensor If we move the camera awa from the laser plane, we get the net

6 54 Mihai Bulea geometr for parallel beam lasers: standoff L0 L1 L2 L3 L4 Fig. 6 The geometr of a parallel multi-beam laser sensor with camera offset. Now the projections of the segments don t overlap anmore, so I can label immediatel the projection of a laser trace based solel on its position in the projection plane. baseline B i O d f Fig. 7 The projection geometr for a parallel multi-beam laser sensor with camera offset.

7 Bul. Inst. olit. Iaşi, t. LVI (LX), f. 1, From the geometr of the projection we can write from the aonometric projection (no optical distortions): O (7) f ( ) Bi + f ( ) Bi + From O aonometric projection we have: (8) f ( ) d + f d + ( ) In (7), (8) d is the distance offset the camera and the laser s plane, th is the baseline for the i laser beam, and f is the focal length of the camera. From (7) we can etract the etension of the projection of the segment: B i (9) ( ) ( ) ( ) 1 1 Δ + fbi + From (8) we can etract the segment: etension of the projection of the (10) ( ) 1 1 Δ fd + Again, we got a formula prett similar to (2). As epected, the sie of the projection of the segment depends linearl on the distance between the camera and the laser base. Because the etension of the projection of the depends on, the projections can be discriminated. Check in the simulated results (Figs. 8 a, 8 b) the sies and positions the projection regions for each laser beam. Sies are different. B i

8 56 Mihai Bulea O Fig. 8 a The geometr of a 2D+ sensor with parallel beams and camera offset. Fig. 8 b rojection regions for a 2D+ sensor with parallel beams and camera offset. All the laser beams are parallel in the previous geometr. The effect of changing this geometr to radial laser beams is presented in the net drawings: L0 L1 L2 L3 L4 standoff O Fig. 9 The geometr of a radial multi-beam laser sensor with camera offset.

9 Bul. Inst. olit. Iaşi, t. LVI (LX), f. 1, O baseline d O f Fig. 10 The projection geometr (3D) for a radial multi-beam laser sensor with camera offset. α O baseline O f O O d Fig. 11 The projection geometr (aonometric) for a radial multi-beam laser sensor with camera offset.

10 58 Mihai Bulea Now the projections of the segments don t overlap anmore, so I can label immediatel the projection of a laser trace based solel on its position in the projection plane. From the geometr of the projection in O we can write (no optical distortions): (11) f ( ) B + tanα + f B + ( + ) tan ( ) α + That is: (12) ( ) B+ tanα f ( ) B+ ( + ) tanα + f + In (11) and (12) B is the baseline (distance between the camera and the laser s base), α is the orientation of the laser beam, and f is the focal length of the camera. From (11) we can etract the sie of the projection of the segment: (13) ( ) ( ) ( ) Δ + That is: ( + ) B + tanα B + tanα f f. + (14) ( ) 1 1 Δ fb +. From the geometr of the projection in O we can write also: (15) ( ) d ( ) B + tanα d B + ( + ) tanα ( ) + ( ) + Replacing (12) in (15) we get:

11 Bul. Inst. olit. Iaşi, t. LVI (LX), f. 1, (16) B+ tanα fd ( ) B+ tanα B + ( + ) tanα fd ( ) + + B+ ( + ) tanα That is: (17) ( ) fd ( ) fd + + And finall: (18) ( ) ( ) ( ) 1 1 Δ fd + We got again two formulas ((15) and (18)) prett similar to (2). The sie of the projection of the segment depends linearl on the baseline and the camera offset which are constant. But in the same time, again, it does not depend on the orientation of the laser beam. This is mainl because, in the same time, the sie of the projection would decrease with the laser beam angle, but also the segment will increase in sie. Check in the simulated results (Figs. 12 a, 12 b) the sies and positions the projection regions for each laser beam. All the regions have the same sie. O Fig. 12 a The geometr of a 2D+ sensor with radial beams and camera offset. Fig. 12 b rojection regions for a 2D+ sensor with radial beams and camera offset.

12 60 Mihai Bulea 4. The Geometr of the 3D Sensor (arallel Laser lanes) Now we will stud the geometr of a 3D senor based on a set of parallel laser planes and a camera. The geometr of such a sensor is presented in Fig. 13. The camera must be placed in such a position that the projections of the segments don t overlap. standoff L 11 Fig. 13 Geometr of a sensor with parallel laser planes. Standoff L0 L1 L2 L3 4 focus point L L5 L6 L7 L8 L9 L 10 L11 projection plane Fig. 14 rojection geometr of a sensor with parallel laser planes.

13 Bul. Inst. olit. Iaşi, t. LVI (LX), f. 1, Because the projections of the segments don t overlap, we will be able to discriminate de source of the projection. Analing in Fig.14 the appearance of the projection, we will note that each stripe corresponds to a single laser beam. The width of the stripe corresponds to the depth of the scene (distance to the object), while the length of the stripe corresponds to the field of view for the ais. The main problem seems to be the fact that, because the stripe width decreases for laser planes closer to the camera, the precision of the depth measurement will be prett low for those laser planes. base plane O laser plane O Standoff α α O d cam projection plane O focus point f O Fig. 15 rojection geometr of a sensor with parallel laser planes. is: (19) The sie of the projection of the segment on the projection plane ( ) ( ) ( ) dcam dcam Δ + f f + In (19) d cam is the distance in the base plane from the focus point (camera) to the laser plane. (20) ( ) 1 1 Δ fdcam + If the total angle of the laser plane is 2α we also have:

14 62 Mihai Bulea (21) tanα d cam ( ) fdcam That is: ( ) (22) f tanα This means that the length of all projection stripes is constant, while their width depends on the α angle. Check in the simulated results (Figs. 16 a and 16 b) the sies and positions the projection regions for each laser plane. The regions have different sies. Fig. 16 a The geometr of a 3D sensor with parallel laser planes. Fig. 16 b rojection regions for a 3D sensor with parallel laser planes. 5. The Geometr of the 3D Sensor (Radial Laser lanes) Analing the geometr of a sensor with radial laser planes, firstl we can compute the field of view knowing the camera angle 2 β with: (23) FOV ( + )tan β. If there are a total of onl one single laser plane is: N laser planes, the width of field available for + (24) Δ L tan β N + 1

15 Bul. Inst. olit. Iaşi, t. LVI (LX), f. 1, L1 L2 B β B Fig. 17 Geometr of a sensor with radial laser planes. Now we can etract some relationships from the previous figure: Δ L (25) B B replacing (24) in (25) we get: (26) + tan β N + 1 B From the previous formula we can etract the baseline B value: (27) ( + ) ( N + 1) B tan β The last formula sas that, given the camera angle 2β, the standoff, and depth of field, we could compute easil the baseline B.

16 64 Mihai Bulea laser planes L 0 B B L 1 f 2D image Fig. 18 The geometr of the 3D Sensor with radial laser planes. The lasers are planar and radial, and are placed on both sides of the camera at a distance B. The focal length is f, the standoff is, the depth

17 Bul. Inst. olit. Iaşi, t. LVI (LX), f. 1, of field is. The geometr was speciall designed so that the projections of the segments don t overlap. If the increases while keeping the same number of laser planes and camera angle, the baseline decreases, which makes the triangulation more difficult. Note also the wa the projection (piel) plane is used: each stripe corresponds to one laser plane, and the length of the stripe gives the field of view, while the stripe width gives the depth information. Onl the red laser planes are to be used, the rest are not needed, the are not needed in the recommended configuration (the most precise for depth measurement). But for some applications we could choose to drop entirel the left or the right set of laser planes, but use all the depicted planes (red and blue) in the remaining set. Or we could use one laser to generate the odd planes and the other for the even planes. Different versions of this geometr were simulated, as shown at the end of this chapter. α β O B f O Fig. 19 rojection geometr of a sensor with parallel laser planes (3D representation). The laser plane is in this case rotated around O ais with an angle α. The laser plane has an opening angle of 2β. We will use now aonometric projection for clarit.

18 66 Mihai Bulea laser plane α O O projection plane B f ( ) + () β β O O θ θ + ( ) ( ) + ( ) ( ) + Fig. 20 rojection geometr of a sensor with parallel laser planes (aonometric representation). From the previous figure (projection in O plane) we can etract some relationships: (28) f tanφ ( ) B+ tanα ( + ) f tanφ+ B + ( + ) tanα ( ) + From (28) we can etract the position of the segment projection:

19 Bul. Inst. olit. Iaşi, t. LVI (LX), f. 1, (29) ( + tanα ) ( ) f B f B ( ) ( ) ( ) tanα That is the etension along ais for the segment projection is: (30) ( tanα ) f B+ ( + ) ( + ) tan ( ) f B+ α Δ That is: (31) ( ) B B Δ f + tanα tanα + And finall: (32) ( ) 1 1 Δ fb + This means that the etension along ais for the segment projection doesn t depend on α. We can get a simpler formula if we replace in (32) the baseline B we alread have from formula (27): (33) ( ) tan β Δ f N + 1 From the aonometric projection in O plane we can write: (34) ( ) tan β tanθ B tanα B+ tanα + f ( ) ( + ) tan β + tanθ+ B+ ( + ) tanα B+ ( + ) tanα f + From formula (34) we can etract finall:

20 68 Mihai Bulea (35) ( ) ( ) + f tan β Formulas (34) sas that the height of the projection stripe doesn t depend on α, which gives the rectangular stripes in the projection image (seen at the bottom of Fig. 21 and depicted again below): L0 L1 L2 L3 L4 L5 L6 L7 L8 L9 L10 f L + ) Fig. 21 rojection plane and discrimination procedure. f Each stripe corresponds to a laser plane. The width of a stripe (along ) corresponds to. So in order to get an accurate depth measurement, we f need a high resolution along coordinate in projection/piel plane. Check in the simulated results (Figs. 22 a, 22 b, 23 a, 23 b, 24 a, 24 b, 25 a, 25 b) the sies and positions the projection regions for each laser plane. The regions have identical sies. Various (interleaved or not) positions of the laser planes are proposed. Fig. 22 a The geometr of a 3D sensor with radial laser planes (one laser device). Fig. 22 b rojection regions for a 3D sensor with radial laser planes (one laser device).

21 Bul. Inst. olit. Iaşi, t. LVI (LX), f. 1, Fig. 23 a The geometr of a 3D sensor with radial laser planes (two laser devices). Fig. 23 b rojection regions for a 3D sensor with radial laser planes (two laser devices). Fig. 24 a The geometr of a 3D sensor with radial laser planes (two laser devices). Fig. 24 b rojection regions for a 3D sensor with radial laser planes (two laser devices). Fig. 25 a The geometr of a 3D sensor with radial laser planes (two laser devices). Fig. 25 b rojection regions for a 3D sensor with radial laser planes (two laser devices).

22 70 Mihai Bulea 6. Conclusions The results of this stud are presented net: 1. It is possible to design a sensor based on a multi-planar and radial laser. 2. A sensor based on a multi-planar parallel sensor is b far not a better solution. 3. The discrimination of the laser plane in the projection plane is possible and eas to do (the projection is alwas contained inside a known rectangle in the captured image). 4. Strict design rules have to be followed: a) The bigger is the, the smaller is the baseline, and consequentl the bigger are the depth measurement errors. b) The bigger is the number of laser planes, the bigger is the required piel resolution for the same depth resolution. 5. For multi-point multi-planar and radial laser sensors it is possible to etend (double) the depth measurement precision while keeping the discrimination possible. Error analsis should be done net to determine correlations between the error level, sensor geometr parameters, and camera parameters (resolution, optical distortions, etc). Received: December 10, 2009 Snaptics Inc. Santa Clara, CA mihai.bulea@ahoo.com R E F E R E N C E S 1. Blais F., A Review of 20 Years of Range Sensor Development. Journal of Elect. Imaging, 13, 1, (2004). 2. Jahne B., Haußecker H., Geißler., Handbook of Computer Vision and Applications. Academic ress, San Diego, Vol. 1: Sensors and Imaging, Chap (1999). 3. Nguen H., Blackburn M., A Simple Method for Range Finding via Laser Triangulation. Technical Document 2734, NCCOSC, San Diego CA, Jan Zhang B., Zhang J., Jiang C., Li Z., Zhang W., recision Laser Triangulation Range Sensor with Double Detectors for Measurement on CMMs. Industrial Optical Sensors for Metrolog and Inspection, Vol. 2349, Jan 1995,

23 Bul. Inst. olit. Iaşi, t. LVI (LX), f. 1, NOI GEOMETRII ENTRU SENSORI CU LASER 3D CU DISCRIMINAREA ROIECŢIEI (Reumat) Sensorii cu laser se folosesc pentru măsurarea precisă a distanţelor şi se baeaă pe determinarea poiţiei urmei raei laser pe obiectul ţintă în imaginea furniată de o cameră video (triangulaţie). entru obiecte-ţintă complee se utilieaă fascicole laser multiple - punctuale sau liniare, dar etichetarea lor devine dificilă, chiar imposibilă pentru obiecte complee (cu concavităţi, goluri, etc), deorece urmele laser corespunătoare pot lipsi sau preenta discontinuităţi. Soluţii alternative cum ar fi folosirea unor lasere de culori diferite afecteaă semnificativ preţul de cost al sensorilor. Lucrarea de faţă preintă un set de geometrii noi pentru sensorii laser, geometrii care preintă proprietatea că urma laser este constrânsă într-o regiune unică a proiecţiei (imaginea video) şi deoarece regiunile nu se intersecteaă, etichetarea urmelor este etrem de simplă. Toate geometriile preentate sunt însoţite de criteriile de proiectare aferente şi sunt validate prin simulare.