Geoid from Satlevel Collocation Model: A Case Study of Yanbu Industrial City, Saudi Arabia

Size: px
Start display at page:

Download "Geoid from Satlevel Collocation Model: A Case Study of Yanbu Industrial City, Saudi Arabia"

Transcription

1 Internatonal OPEN ACCESS Journal Of Modern Engneerng Research (IJMER) Geod from Satlevel Collocaton Model: A Case Study of Yanbu Industral Cty, Saud Araba K. F. Aleem Department Of Surveyng And Geonformatcs, Abubakar Tafawa Balewa Unversty, Bauch,Ngera. ABSTRACT:-"Satlevel" Collocaton s a method of geod determnaton n whch the ellpsodal heght from any satellte based system s combned wth orthometrc heght from geodetc levellng to model the geod. Geod determnaton has been one of the problems of Geodessts. Several approaches has been adopted but the ntegraton of geodetc levellng and Global Navgaton Satellte System (GNSS), whch enables the geod to be determned n patches, s taken over from the emprcal geod determnaton. In ths work, "Satlevel" Collocaton model whch has earler been developed by the Author was used to generate geodal coeffcents n Yanbu Industral cty. The geodal coeffcents were used to predct the geodal values usng the user s nteractve computer program Orthometrc Heght on Fly. The program was used to compute the geodal undulaton of any geographcal locaton wthn the area. Statstcal analyses were carred out. The computed Satlevel Collocaton s results compared favourably wth sample results of the observed values. Ths method can be extended to other parts of Saud Araba and any other locaton. Keywords:- Geod, Satlevel Collocaton Geodetc levellng and GNSS I. INTRODUCTION The geod s the surface whch concdes wth that surface to whch the oceans would conform over the entre earth, f free to adjust to the combned effect of the earth's mass attracton (gravtaton) and the centrfugal force of the Earth's rotaton (Bomford, 1980). Specfcally, t s an equpotental surface, meanng that t s a surface on whch the gravtatonal potental energy has the same value everywhere wth respect to gravty. The geod surface s rregular, but consderably smoother than earth's physcal surface. Sea level, f undsturbed by tdes, currents and weather, would assume a surface equal to the geod when the observaton s carred out for a numbers of years. Determnaton of the geod has been one of major challenges of geodessts. Gravty data have been used n the past wth stokes ntegraton and other approaches. These methods are tme consumng, expensve and laborous. GNSS provde WGS 84 ellpsodal heghts and when compared wth orthometrc heght, from geodetc levellng, allows for the computaton of the geod, or the geod-ellpsod separaton n the regon of the survey (Aleem, 1996; Olaleye et al, 2010; Aleem et al, 2011). The development of the Satlevel method has been facltated by the mprovement n technology. The Global Navgaton Satellte System (GNSS) measurements are servng as mportant nput n geodesy and provdng new nsghts nto geod modellng. Wth GNSS, ellpsodal heght (heght above the ellpsod) can be computed drectly, whle the orthometrc heghts (heght above the geod) can be determned by geodetc levellng. The dfference between them s called geod heght or geodal undulaton or geod separaton (N). These heght dfferences were used to derve the geodal models called satlevel collocaton model (Aleem, 2013). The geod model wll gve geodal undulaton at every pont of observaton. Ths can be substtuted wth the ellpsodal heght from GNSS observaton to get the orthometrc heght has gven n Equaton 1.1: H = h - N (1.1) Where: H = Orthometrc heght h = Ellpsodal heght N = geodal ubdulaton II. AIMS AND OBJECTIVES The am s to determne the geod of the study area from data generated usng Satlevel Collocaton Model. The objectves are: 1. To acqure data for ellpsodal and orthometrc heght of the study IJMER ISSN: Vol. 6 Iss. 5 May

2 Geod From Satlevel Collocaton Model: A Case Study Of Yanbu Industral Cty, Saud Araba 2. To compute geodal coeffcents of the Satlevel Collocaton Model n the study area usng Least squares adjustment. 3. To determne the geod of the area usng satlevel collocaton model. III. LIMITATION OF THE STUDY The followng are the lmtaton of ths research: 1. The area of coverage s too small. 2. Automatc level was used to obtan orthometrc heght as aganst the use of Dgtal or Geodetc level. 3. The readngs were taken to 3 places of decmal as aganst 5 places of decmal requred by specfcaton for geodetc levellng. 4. Outler were not removed from the observaton The Study Area The study was carred out n Yanbu Industral Cty (popularly known as Yanbu Al-Sna'ya n Arabc whch lterarly means Industral Yanbu) n Madna Provnce of Saud Araba. The cty was establshed around 1975, located on the Coast of Red Sea about 350km North of Jeddah. Wth Lattude '57.840"N ( ) and longtude '39.000"E ( ) Fgure 1: Map of Saud Araba showng the locaton of Yanbu Industral cty Yanbu Industral Cty has a secton called the Royal Commsson (RC). Its resdents are mostly expatrates. RC Yanbu Exstng Area: 185 km² and RC Yanbu Expanson Area: 420 km². Fgure 2: The Exstng and land use Map of Yanbu Industral Cty. Source: RCJY (2012) The presence of ndustres such as the three ol refneres, plastcs facltes and several other petrochemcal plants n the exstng and expanson of Yanbu Industral Cty wll requre detaled map and updatng of the exstng map of whch geod determnaton have a promnent role to play. IV. MATERIALS AND DATA The equpment needed for the exercse are: GNSS recever and ts accessores to acqure data for ellpsodal heght Level and ts accessores to acqure data for orthometrc heght Computer and ts accessores for computaton and analyss Surfer software for plottng the contour Any software or program that can mplement least square adjustment to the soluton vector. In ths exercse Mcrosoft Offce excel was used for all calculatons, However Aleem, (2013) has IJMER ISSN: Vol. 6 Iss. 5 May

3 Geod From Satlevel Collocaton Model: A Case Study Of Yanbu Industral Cty, Saud Araba developed computer program for all the procedures Orthometrc Heght on Fly whch was used to valdate the results. V. METHODOLOGY 4.1 Data Acquston: Levellng operaton was carred out to obtan data for orthometrc heght. GNSS observaton was carred out to acqure data for geodetc coordnates whch ncludes the geodetc lattude, geodetc longtude and ellpsodal heght. Other relevant data such constant for the referenced ellpsod were collected from varous lterature and INTERNET webstes for data analyss and processng. 4.2 Data Processng: Levellng reducton was carred out, the reduced level were the orthometrc heght of each of the ponts reduced. GNSS observaton was processed to get the three dmensonal coordnates. These are the geodetc lattude (ϕ), geodetc longtude (λ) and ellpsodal heght (h), whch were used n satevel collocaton model. 4.3 Satlevel Collocaton Model: Satlevel Collocaton model was developed by Aleem, (2013), who gave the detaled of the dervaton. The model s of the form: N N A L 1 sn sn A A sn sn sn sn sn sn sn sn sn sn r (4.1) Where: N L s the long wavelength part of the geod undulaton n the area. A 1, A 2 and A 3 are the geodal coeffcents whch are unknown coeffcents to be determned. ϕ and λ are the WGS 84 geodetc coordnates (Lattudes and Longtudes) r s resdue at an observaton pont. The satlevel collocaton model geodal coeffcents of the area were computed usng least square adjustment observaton equaton method. The satlevel collocaton model geodal coeffcents were used to compute the geodal undulaton of each pont n the area, whch were connected to get the geodal surface. A user nteractve program called Orthometrc heght on Fly was desgned usng FORTRAN Powerstaton. The flowchart (Fgure. 3) for the program gves detaled procedure of ts usage. Orthometrc heght on the fly was desgned usng Mcrosoft FORTRAN PowerStaton. Fgure 3: Flowchart for Orthometrc Heght on the Fly Programs (Source: Aleem, 2013a): IJMER ISSN: Vol. 6 Iss. 5 May

4 Geod From Satlevel Collocaton Model: A Case Study Of Yanbu Industral Cty, Saud Araba VI. RESULTS AND DISCUSSIONS 5.1 Results: The GNSS data acqured from the feld were processed and the ellpsodal heghts were extracted from the processed result. Smlarly, the results of levellng operaton that was done were reduced and adjusted to gve the Orthometrc Heghts Pont Number Lattude Longtude Ellpsodal Heghts Orthometrc Heght (H) Observed Geodal Undulaton (Source: Aleem, 2013b): The data used for ths research acqured n Yanbu Industral Cty were used to plot chart (Fgure 4): The geodal coeffcents of Yanbu Industral Cty were computed usng least square adjustment observaton equaton as: N L = A 1 = A 2 = A 3 = (Aleem, 2013b) The results of the satlevel collocaton geodal undulatons were plotted nto chart (Fgure 5): The result of the satlevel collocaton orthometrc heght were plotted nto chart (Fgure 5): IJMER ISSN: Vol. 6 Iss. 5 May

5 Geod From Satlevel Collocaton Model: A Case Study Of Yanbu Industral Cty, Saud Araba 5.2 Dscusson Over Sx hundred geodetc coordnates and orthometrc heghts data were acqured. One hund red and ffteen of these data were randomly selected and used to determne the geodal coeffcents of the Yanbu Industral Cty. The ellpsodal and orthometrc heghts data were used to draw the chart shown n Fgure 4. In ths chart, ellpsodal and orthometrc heght follows the same pattern shows an ndcaton that the two are true representaton of the same terran. Olaleye et al (2010) also supported ths clam. The geodal coeffcents of Yanbu Industral Cty obataned n ths research can be used to compute the geod undulaton wth satlevel collocaton model for place around Yanbu Industral Cty/ Fgure 5 shows the geodal surface of Yanbu Industral Cty. In ths chart, the geodal Undulaton of 3 of the ponts was outrageous, whch s an ndcaton that, there was presence of outlers n the observatons. These observatons should have been removed because they are more than 3 standard devatons (Helan et al, 2004). Physcally, those bump exsts on ground as a result of excavatons around the areas. Ths a;s6 sh6es that the data s a true representaton of the area. VII. CONCLUSION AND RECOMMENDATION In ths study, levelled heghts were establshed along wth GPS observaton n some parts of Yanbu Industral cty to model the geod n the study area. We have coordnated some of the ponts collocated wth both GNSS and levellng n the area. 'Satlevel" Collocaton Model was used to obtan the geodal coeffcents. Wth these geodal coeffcents, t s possble to obtan the geodal undulaton of any other pont n the area usng the geodetc coordnates obtaned wth Global Navgaton Satellte recever. VIII. RECOMMENDATIONS The area of coverage needs to be extended and more data should be acqured to mprove the results. A local geod of Saud Araba s requred. REFERENCES [1]. Aleem, K. F. (1996): GPS and Remote Sensng of Envronment. The Graduate Surveyors. Journal of NISS Unversty of Ngera, Enugu Campus. 12(1) [2]. Aleem, K. F. (2013a): Adaptaton of a Global Orthometrc to a Local Heght Datum Usng Satlevel Collocaton Model. A Ph.D Thess. Deaprtment of Surveyng and Geonformatcs, Unversty of Lagos, Ngera. UNPUBLISHED [3]. Aleem, K. F. (2013b) Satlevel Collocaton Model for Adaptng GEM 2008 to Geod n Yanbu Industral Cty. Proceedng of 2013 Scentfc Assembly Internatonal Assocaton of Geodesy, Potsdam Germany, 1-6th September2013.Avalable onlne [4]. Aleem, K. F., J. B. Olaleye, O. T. Badejo and J. O. Olusna (2011). A Combnaton of Ellpsodal Heght from Satellte Method and Orthometrc Heght for Geod Modellng. publcaton of the Internatonal Global Navgaton SatelltesSocetyIGNSSwebste spx [5]. Aleem K. F. AlGhamd, H. and Khayyat M. M. (2013). Conventonal and Satlevel Collocaton Model for Producton of Contour Map: A case study of Yanbu Industral Cty. Coordnates Magazne. Vol. IX, Issue 10, October Avalable onlne: collocaton-model-for-producton-of-contour-map/ [6]. Bomford, G. (1980) Geodesy. 4th Edton. London: Clerendon press. Deakn R. E. (1996). The Geod, What s t got to do wth me?. The Australan Surveyor, 41(4): [7]. Helan, L. S., Y. Fukuda, and S. Takemoto (2004). Smulaton of the Indonesan Land Gravty Data Usng a Dgtal Terran Model Data. Earth Planets Space, 56(1): [8]. Olaleye, J. B., K. F. Aleem, J. O. Olusna and O. E. Abodun (2010). Establshment of an Emprcal Geod Model for a Small Geographc Area: A Case Study of Port Harcourt, Ngera. Surveyng and Land Informaton Scence. 70(1): 39-48(10) / /art00006 [9]. Royal Commsson for Jubal and Yanbu, Royal Commsson at Yanbu (2012). Annual Report of the Strategc Plannng & Investment Development Dvson Economc Plannng Department. [10]. Zaletnyk, P., L. Völgyes, and B. Palánczb, (2006). Approach of the Hungaran Geod Surface wth Sequence of Neural Networks. Research supported by the Hungaran Natonal Research Fund (OTKA), Contract No. T IJMER ISSN: Vol. 6 Iss. 5 May

Development of a Local GPS-Leveling Geoid Model for

Development of a Local GPS-Leveling Geoid Model for Development of a Local GPS-Levelng Geod Model for the Gaza Strp Area Maher A. El-Hallaq Assstant Professor, Cvl Engneerng Department, Islamc Unversty of Gaza, Palestne mhallaq@ugaza.edu.ps Abstract Geod

More information

A mathematical programming approach to the analysis, design and scheduling of offshore oilfields

A mathematical programming approach to the analysis, design and scheduling of offshore oilfields 17 th European Symposum on Computer Aded Process Engneerng ESCAPE17 V. Plesu and P.S. Agach (Edtors) 2007 Elsever B.V. All rghts reserved. 1 A mathematcal programmng approach to the analyss, desgn and

More information

Proper Choice of Data Used for the Estimation of Datum Transformation Parameters

Proper Choice of Data Used for the Estimation of Datum Transformation Parameters Proper Choce of Data Used for the Estmaton of Datum Transformaton Parameters Hakan S. KUTOGLU, Turkey Key words: Coordnate systems; transformaton; estmaton, relablty. SUMMARY Advances n technologes and

More information

Comparison of Global Geoid Models Against the GPS/Levelling-Derived Geoid Heights in Tanzania

Comparison of Global Geoid Models Against the GPS/Levelling-Derived Geoid Heights in Tanzania 174 Comparson of Global Geod Models Aganst the GPS/LevellngDerved Geod Heghts n Tanzana Method J. Gwaleba Department of Geospatal Scences and Technology, Ardh Unversty, Dar es Salaam, Tanzana Emal: gwalebamj@gmal.com

More information

Analysis of Continuous Beams in General

Analysis of Continuous Beams in General Analyss of Contnuous Beams n General Contnuous beams consdered here are prsmatc, rgdly connected to each beam segment and supported at varous ponts along the beam. onts are selected at ponts of support,

More information

An Accurate Evaluation of Integrals in Convex and Non convex Polygonal Domain by Twelve Node Quadrilateral Finite Element Method

An Accurate Evaluation of Integrals in Convex and Non convex Polygonal Domain by Twelve Node Quadrilateral Finite Element Method Internatonal Journal of Computatonal and Appled Mathematcs. ISSN 89-4966 Volume, Number (07), pp. 33-4 Research Inda Publcatons http://www.rpublcaton.com An Accurate Evaluaton of Integrals n Convex and

More information

Cluster Analysis of Electrical Behavior

Cluster Analysis of Electrical Behavior Journal of Computer and Communcatons, 205, 3, 88-93 Publshed Onlne May 205 n ScRes. http://www.scrp.org/ournal/cc http://dx.do.org/0.4236/cc.205.350 Cluster Analyss of Electrcal Behavor Ln Lu Ln Lu, School

More information

UB at GeoCLEF Department of Geography Abstract

UB at GeoCLEF Department of Geography   Abstract UB at GeoCLEF 2006 Mguel E. Ruz (1), Stuart Shapro (2), June Abbas (1), Slva B. Southwck (1) and Davd Mark (3) State Unversty of New York at Buffalo (1) Department of Lbrary and Informaton Studes (2) Department

More information

An Optimal Algorithm for Prufer Codes *

An Optimal Algorithm for Prufer Codes * J. Software Engneerng & Applcatons, 2009, 2: 111-115 do:10.4236/jsea.2009.22016 Publshed Onlne July 2009 (www.scrp.org/journal/jsea) An Optmal Algorthm for Prufer Codes * Xaodong Wang 1, 2, Le Wang 3,

More information

X- Chart Using ANOM Approach

X- Chart Using ANOM Approach ISSN 1684-8403 Journal of Statstcs Volume 17, 010, pp. 3-3 Abstract X- Chart Usng ANOM Approach Gullapall Chakravarth 1 and Chaluvad Venkateswara Rao Control lmts for ndvdual measurements (X) chart are

More information

Problem Definitions and Evaluation Criteria for Computational Expensive Optimization

Problem Definitions and Evaluation Criteria for Computational Expensive Optimization Problem efntons and Evaluaton Crtera for Computatonal Expensve Optmzaton B. Lu 1, Q. Chen and Q. Zhang 3, J. J. Lang 4, P. N. Suganthan, B. Y. Qu 6 1 epartment of Computng, Glyndwr Unversty, UK Faclty

More information

Direct Projection An Efficient Approach for Datum Transformation of Plane Co-ordinates

Direct Projection An Efficient Approach for Datum Transformation of Plane Co-ordinates Drect Projecton An Effcent Approach for Datum Transformaton of Plane Co-ordnates Lars E. ENGBERG and Mkael LILJE, Sweden Key words: datum transformaton, map-grd co-ordnates. SUMMARY Lantmäteret has decded

More information

Design of Simulation Model on the Battlefield Environment ZHANG Jianli 1,a, ZHANG Lin 2,b *, JI Lijian 1,c, GUO Zhongwei 1,d

Design of Simulation Model on the Battlefield Environment ZHANG Jianli 1,a, ZHANG Lin 2,b *, JI Lijian 1,c, GUO Zhongwei 1,d Internatonal Conference on Materals Engneerng and Informaton Technology Applcatons (MEITA 2015 Desgn of Smulaton Model on the Battlefeld Envronment ZHANG Janl 1,a, ZHANG Ln 2,b *, JI Ljan 1,c, GUO Zhongwe

More information

Lecture #15 Lecture Notes

Lecture #15 Lecture Notes Lecture #15 Lecture Notes The ocean water column s very much a 3-D spatal entt and we need to represent that structure n an economcal way to deal wth t n calculatons. We wll dscuss one way to do so, emprcal

More information

APPLICATION OF A COMPUTATIONALLY EFFICIENT GEOSTATISTICAL APPROACH TO CHARACTERIZING VARIABLY SPACED WATER-TABLE DATA

APPLICATION OF A COMPUTATIONALLY EFFICIENT GEOSTATISTICAL APPROACH TO CHARACTERIZING VARIABLY SPACED WATER-TABLE DATA RFr"W/FZD JAN 2 4 1995 OST control # 1385 John J Q U ~ M Argonne Natonal Laboratory Argonne, L 60439 Tel: 708-252-5357, Fax: 708-252-3 611 APPLCATON OF A COMPUTATONALLY EFFCENT GEOSTATSTCAL APPROACH TO

More information

A Binarization Algorithm specialized on Document Images and Photos

A Binarization Algorithm specialized on Document Images and Photos A Bnarzaton Algorthm specalzed on Document mages and Photos Ergna Kavalleratou Dept. of nformaton and Communcaton Systems Engneerng Unversty of the Aegean kavalleratou@aegean.gr Abstract n ths paper, a

More information

NUMERICAL SOLVING OPTIMAL CONTROL PROBLEMS BY THE METHOD OF VARIATIONS

NUMERICAL SOLVING OPTIMAL CONTROL PROBLEMS BY THE METHOD OF VARIATIONS ARPN Journal of Engneerng and Appled Scences 006-017 Asan Research Publshng Network (ARPN). All rghts reserved. NUMERICAL SOLVING OPTIMAL CONTROL PROBLEMS BY THE METHOD OF VARIATIONS Igor Grgoryev, Svetlana

More information

Steps for Computing the Dissimilarity, Entropy, Herfindahl-Hirschman and. Accessibility (Gravity with Competition) Indices

Steps for Computing the Dissimilarity, Entropy, Herfindahl-Hirschman and. Accessibility (Gravity with Competition) Indices Steps for Computng the Dssmlarty, Entropy, Herfndahl-Hrschman and Accessblty (Gravty wth Competton) Indces I. Dssmlarty Index Measurement: The followng formula can be used to measure the evenness between

More information

Parallelism for Nested Loops with Non-uniform and Flow Dependences

Parallelism for Nested Loops with Non-uniform and Flow Dependences Parallelsm for Nested Loops wth Non-unform and Flow Dependences Sam-Jn Jeong Dept. of Informaton & Communcaton Engneerng, Cheonan Unversty, 5, Anseo-dong, Cheonan, Chungnam, 330-80, Korea. seong@cheonan.ac.kr

More information

The Evaluation of Sea Surface Topography Models based on the Combination of the Satellite altimetry and the Global Geoid Models in the Persian Gulf

The Evaluation of Sea Surface Topography Models based on the Combination of the Satellite altimetry and the Global Geoid Models in the Persian Gulf Int. J. Envron. Res., 6(3):645-652, Summer 2012 ISSN: 1735-6865 The Evaluaton of Sea Surface Topography Models based on the Combnaton of the Satellte altmetry and the Global Geod Models n the Persan Gulf

More information

SLAM Summer School 2006 Practical 2: SLAM using Monocular Vision

SLAM Summer School 2006 Practical 2: SLAM using Monocular Vision SLAM Summer School 2006 Practcal 2: SLAM usng Monocular Vson Javer Cvera, Unversty of Zaragoza Andrew J. Davson, Imperal College London J.M.M Montel, Unversty of Zaragoza. josemar@unzar.es, jcvera@unzar.es,

More information

S1 Note. Basis functions.

S1 Note. Basis functions. S1 Note. Bass functons. Contents Types of bass functons...1 The Fourer bass...2 B-splne bass...3 Power and type I error rates wth dfferent numbers of bass functons...4 Table S1. Smulaton results of type

More information

A regional analysis of GNSS-levelling

A regional analysis of GNSS-levelling Unverstät Stuttgart Geodätsches Insttut A regonal analyss of GNSS-levellng P P h h H H N N Dplomarbet m Studengang Geodäse und Geonformatk an der Unverstät Stuttgart Carna Razner Stuttgart, Februar 008

More information

INFLUENCE OF TIE POINT DISTRIBUTION ON INTEGRATED SENSOR ORIENTATION

INFLUENCE OF TIE POINT DISTRIBUTION ON INTEGRATED SENSOR ORIENTATION IFUEE OF TIE POIT DISTRIUTIO O ITEGRATED SESOR ORIETATIO K.Khoshelham a,b, M. Saadatseresht b,.g. Gorte a a Delft Unversty of Technology, Dept. of Earth Observaton and Space Systems, Kluyverweg 1, 2629

More information

Feature Reduction and Selection

Feature Reduction and Selection Feature Reducton and Selecton Dr. Shuang LIANG School of Software Engneerng TongJ Unversty Fall, 2012 Today s Topcs Introducton Problems of Dmensonalty Feature Reducton Statstc methods Prncpal Components

More information

The Codesign Challenge

The Codesign Challenge ECE 4530 Codesgn Challenge Fall 2007 Hardware/Software Codesgn The Codesgn Challenge Objectves In the codesgn challenge, your task s to accelerate a gven software reference mplementaton as fast as possble.

More information

Private Information Retrieval (PIR)

Private Information Retrieval (PIR) 2 Levente Buttyán Problem formulaton Alce wants to obtan nformaton from a database, but she does not want the database to learn whch nformaton she wanted e.g., Alce s an nvestor queryng a stock-market

More information

Construction of initial national quasi-geoid model VIGAC2017, first step to national spatial reference system in Vietnam

Construction of initial national quasi-geoid model VIGAC2017, first step to national spatial reference system in Vietnam Vetnam Journal of Earth Scences 39(2), 155-166, DOI: 1.15625/866-7187/39/2/972 (VAST) Vetnam Academy of Scence and Technology Vetnam Journal of Earth Scences http://www.vjs.ac.vn/ndex.php/jse Constructon

More information

Complex Numbers. Now we also saw that if a and b were both positive then ab = a b. For a second let s forget that restriction and do the following.

Complex Numbers. Now we also saw that if a and b were both positive then ab = a b. For a second let s forget that restriction and do the following. Complex Numbers The last topc n ths secton s not really related to most of what we ve done n ths chapter, although t s somewhat related to the radcals secton as we wll see. We also won t need the materal

More information

BioTechnology. An Indian Journal FULL PAPER. Trade Science Inc.

BioTechnology. An Indian Journal FULL PAPER. Trade Science Inc. [Type text] [Type text] [Type text] ISSN : 0974-74 Volume 0 Issue BoTechnology 04 An Indan Journal FULL PAPER BTAIJ 0() 04 [684-689] Revew on Chna s sports ndustry fnancng market based on market -orented

More information

Load Balancing for Hex-Cell Interconnection Network

Load Balancing for Hex-Cell Interconnection Network Int. J. Communcatons, Network and System Scences,,, - Publshed Onlne Aprl n ScRes. http://www.scrp.org/journal/jcns http://dx.do.org/./jcns.. Load Balancng for Hex-Cell Interconnecton Network Saher Manaseer,

More information

MODULE DESIGN BASED ON INTERFACE INTEGRATION TO MAXIMIZE PRODUCT VARIETY AND MINIMIZE FAMILY COST

MODULE DESIGN BASED ON INTERFACE INTEGRATION TO MAXIMIZE PRODUCT VARIETY AND MINIMIZE FAMILY COST INTERNATIONAL CONFERENCE ON ENGINEERING DESIGN, ICED 07 28-31 AUGUST 2007, CITE DES SCIENCES ET DE L'INDUSTRIE, PARIS, FRANCE MODULE DESIGN BASED ON INTERFACE INTEGRATION TO MAIMIZE PRODUCT VARIETY AND

More information

Lobachevsky State University of Nizhni Novgorod. Polyhedron. Quick Start Guide

Lobachevsky State University of Nizhni Novgorod. Polyhedron. Quick Start Guide Lobachevsky State Unversty of Nzhn Novgorod Polyhedron Quck Start Gude Nzhn Novgorod 2016 Contents Specfcaton of Polyhedron software... 3 Theoretcal background... 4 1. Interface of Polyhedron... 6 1.1.

More information

Vectorization of Image Outlines Using Rational Spline and Genetic Algorithm

Vectorization of Image Outlines Using Rational Spline and Genetic Algorithm 01 Internatonal Conference on Image, Vson and Computng (ICIVC 01) IPCSIT vol. 50 (01) (01) IACSIT Press, Sngapore DOI: 10.776/IPCSIT.01.V50.4 Vectorzaton of Image Outlnes Usng Ratonal Splne and Genetc

More information

Available online at ScienceDirect. Procedia Environmental Sciences 26 (2015 )

Available online at   ScienceDirect. Procedia Environmental Sciences 26 (2015 ) Avalable onlne at www.scencedrect.com ScenceDrect Proceda Envronmental Scences 26 (2015 ) 109 114 Spatal Statstcs 2015: Emergng Patterns Calbratng a Geographcally Weghted Regresson Model wth Parameter-Specfc

More information

TN348: Openlab Module - Colocalization

TN348: Openlab Module - Colocalization TN348: Openlab Module - Colocalzaton Topc The Colocalzaton module provdes the faclty to vsualze and quantfy colocalzaton between pars of mages. The Colocalzaton wndow contans a prevew of the two mages

More information

A MOVING MESH APPROACH FOR SIMULATION BUDGET ALLOCATION ON CONTINUOUS DOMAINS

A MOVING MESH APPROACH FOR SIMULATION BUDGET ALLOCATION ON CONTINUOUS DOMAINS Proceedngs of the Wnter Smulaton Conference M E Kuhl, N M Steger, F B Armstrong, and J A Jones, eds A MOVING MESH APPROACH FOR SIMULATION BUDGET ALLOCATION ON CONTINUOUS DOMAINS Mark W Brantley Chun-Hung

More information

SIMULATOR OF INTERFEROGRAM FOR SPACEBORNE SAR SYSTEM

SIMULATOR OF INTERFEROGRAM FOR SPACEBORNE SAR SYSTEM SIMULATOR OF INTERFEROGRAM FOR SPACEBORNE SAR SYSTEM K. Ren a, b, *, G. Wu b, *, X.Q.Sh a, and V. Prnet b a Dept. of Electronc Engneerng, Nanjng Unversty of Scences and Technology, Nanjng, Chna-kren@nlpr.a.ac.cn

More information

APPLICATION OF AN AUGMENTED REALITY SYSTEM FOR DISASTER RELIEF

APPLICATION OF AN AUGMENTED REALITY SYSTEM FOR DISASTER RELIEF APPLICATION OF AN AUGMENTED REALITY SYSTEM FOR DISASTER RELIEF Johannes Leebmann Insttute of Photogrammetry and Remote Sensng, Unversty of Karlsruhe (TH, Englerstrasse 7, 7618 Karlsruhe, Germany - leebmann@pf.un-karlsruhe.de

More information

Compiler Design. Spring Register Allocation. Sample Exercises and Solutions. Prof. Pedro C. Diniz

Compiler Design. Spring Register Allocation. Sample Exercises and Solutions. Prof. Pedro C. Diniz Compler Desgn Sprng 2014 Regster Allocaton Sample Exercses and Solutons Prof. Pedro C. Dnz USC / Informaton Scences Insttute 4676 Admralty Way, Sute 1001 Marna del Rey, Calforna 90292 pedro@s.edu Regster

More information

Improvement of Spatial Resolution Using BlockMatching Based Motion Estimation and Frame. Integration

Improvement of Spatial Resolution Using BlockMatching Based Motion Estimation and Frame. Integration Improvement of Spatal Resoluton Usng BlockMatchng Based Moton Estmaton and Frame Integraton Danya Suga and Takayuk Hamamoto Graduate School of Engneerng, Tokyo Unversty of Scence, 6-3-1, Nuku, Katsuska-ku,

More information

REMOTE SENSING REQUIREMENTS DEVELOPMENT: A SIMULATION-BASED APPROACH

REMOTE SENSING REQUIREMENTS DEVELOPMENT: A SIMULATION-BASED APPROACH REMOTE SENSING REQUIREMENTS DEVEOPMENT: A SIMUATION-BASED APPROAC V. Zanon a, B. Davs a, R. Ryan b, G. Gasser c, S. Blonsk b a Earth Scence Applcatons Drectorate, Natonal Aeronautcs and Space Admnstraton,

More information

SURFACE PROFILE EVALUATION BY FRACTAL DIMENSION AND STATISTIC TOOLS USING MATLAB

SURFACE PROFILE EVALUATION BY FRACTAL DIMENSION AND STATISTIC TOOLS USING MATLAB SURFACE PROFILE EVALUATION BY FRACTAL DIMENSION AND STATISTIC TOOLS USING MATLAB V. Hotař, A. Hotař Techncal Unversty of Lberec, Department of Glass Producng Machnes and Robotcs, Department of Materal

More information

Content Based Image Retrieval Using 2-D Discrete Wavelet with Texture Feature with Different Classifiers

Content Based Image Retrieval Using 2-D Discrete Wavelet with Texture Feature with Different Classifiers IOSR Journal of Electroncs and Communcaton Engneerng (IOSR-JECE) e-issn: 78-834,p- ISSN: 78-8735.Volume 9, Issue, Ver. IV (Mar - Apr. 04), PP 0-07 Content Based Image Retreval Usng -D Dscrete Wavelet wth

More information

USING GRAPHING SKILLS

USING GRAPHING SKILLS Name: BOLOGY: Date: _ Class: USNG GRAPHNG SKLLS NTRODUCTON: Recorded data can be plotted on a graph. A graph s a pctoral representaton of nformaton recorded n a data table. t s used to show a relatonshp

More information

Term Weighting Classification System Using the Chi-square Statistic for the Classification Subtask at NTCIR-6 Patent Retrieval Task

Term Weighting Classification System Using the Chi-square Statistic for the Classification Subtask at NTCIR-6 Patent Retrieval Task Proceedngs of NTCIR-6 Workshop Meetng, May 15-18, 2007, Tokyo, Japan Term Weghtng Classfcaton System Usng the Ch-square Statstc for the Classfcaton Subtask at NTCIR-6 Patent Retreval Task Kotaro Hashmoto

More information

Geo-spatial Information Science 13(3): Volume 13, Issue 3 DOI /s September Article ID: (2010)

Geo-spatial Information Science 13(3): Volume 13, Issue 3 DOI /s September Article ID: (2010) Geo-spatal Informaton Scence 13(3):157-165 Volume 13, Issue 3 DOI 10.1007/s11806-010-0334-6 September 2010 Artcle ID: 1009-5020(2010)03-157-09 Document code: A Transformaton Method of Exteror Orentaton

More information

QUIET CITY A EUROPEAN PROJECT TO SUPPORT CITIES IN NOISE MITIGATION. Wolfgang Probst and Markus Petz 1

QUIET CITY A EUROPEAN PROJECT TO SUPPORT CITIES IN NOISE MITIGATION. Wolfgang Probst and Markus Petz 1 ICSV14 Carns Australa 9-12 July, 2007 QUIET CITY A EUROPEAN PROJECT TO SUPPORT CITIES IN NOISE MITIGATION Wolfgang Probst and Markus Petz 1 1 ACCON GmbH and DataKustk GmbH D-86926 Grefenberg, Germany Wolfgang.probst@datakustk.de

More information

Computer models of motion: Iterative calculations

Computer models of motion: Iterative calculations Computer models o moton: Iteratve calculatons OBJECTIVES In ths actvty you wll learn how to: Create 3D box objects Update the poston o an object teratvely (repeatedly) to anmate ts moton Update the momentum

More information

Wishing you all a Total Quality New Year!

Wishing you all a Total Quality New Year! Total Qualty Management and Sx Sgma Post Graduate Program 214-15 Sesson 4 Vnay Kumar Kalakband Assstant Professor Operatons & Systems Area 1 Wshng you all a Total Qualty New Year! Hope you acheve Sx sgma

More information

Related-Mode Attacks on CTR Encryption Mode

Related-Mode Attacks on CTR Encryption Mode Internatonal Journal of Network Securty, Vol.4, No.3, PP.282 287, May 2007 282 Related-Mode Attacks on CTR Encrypton Mode Dayn Wang, Dongda Ln, and Wenlng Wu (Correspondng author: Dayn Wang) Key Laboratory

More information

Type-2 Fuzzy Non-uniform Rational B-spline Model with Type-2 Fuzzy Data

Type-2 Fuzzy Non-uniform Rational B-spline Model with Type-2 Fuzzy Data Malaysan Journal of Mathematcal Scences 11(S) Aprl : 35 46 (2017) Specal Issue: The 2nd Internatonal Conference and Workshop on Mathematcal Analyss (ICWOMA 2016) MALAYSIAN JOURNAL OF MATHEMATICAL SCIENCES

More information

Some Advanced SPC Tools 1. Cumulative Sum Control (Cusum) Chart For the data shown in Table 9-1, the x chart can be generated.

Some Advanced SPC Tools 1. Cumulative Sum Control (Cusum) Chart For the data shown in Table 9-1, the x chart can be generated. Some Advanced SP Tools 1. umulatve Sum ontrol (usum) hart For the data shown n Table 9-1, the x chart can be generated. However, the shft taken place at sample #21 s not apparent. 92 For ths set samples,

More information

Detection of an Object by using Principal Component Analysis

Detection of an Object by using Principal Component Analysis Detecton of an Object by usng Prncpal Component Analyss 1. G. Nagaven, 2. Dr. T. Sreenvasulu Reddy 1. M.Tech, Department of EEE, SVUCE, Trupath, Inda. 2. Assoc. Professor, Department of ECE, SVUCE, Trupath,

More information

Support Vector Machines

Support Vector Machines /9/207 MIST.6060 Busness Intellgence and Data Mnng What are Support Vector Machnes? Support Vector Machnes Support Vector Machnes (SVMs) are supervsed learnng technques that analyze data and recognze patterns.

More information

D DAVID PUBLISHING. Advances in Ordinary Kriging Using the Stampede and Bridges Supercomputers. 1. Introduction. 2. Definitions from Ordinary Kriging

D DAVID PUBLISHING. Advances in Ordinary Kriging Using the Stampede and Bridges Supercomputers. 1. Introduction. 2. Definitions from Ordinary Kriging Journal of Geologcal Resource and Engneerng 6 (018) 14-18 do:10.1765/38-193/018.01.00 D DAVID PUBLISHING Advances n Ordnary Krgng Usng the Stampede and Brdges Supercomputers Ern M. Hodgess and Kendra Mhoon

More information

Optimization of the Characteristic Straight Line Method by a "Best Estimate" of Observed, Normal Orthometric Elevation Differences

Optimization of the Characteristic Straight Line Method by a Best Estimate of Observed, Normal Orthometric Elevation Differences World cademy of Scence, Engneerng and Technology 14 8 Optmzaton of the Characterstc Straght Lne Method by a "Best Estmate" of Observed, Normal Orthometrc Elevaton Dfferences Mahmoud M. S. lbattah bstract

More information

A Fast Content-Based Multimedia Retrieval Technique Using Compressed Data

A Fast Content-Based Multimedia Retrieval Technique Using Compressed Data A Fast Content-Based Multmeda Retreval Technque Usng Compressed Data Borko Furht and Pornvt Saksobhavvat NSF Multmeda Laboratory Florda Atlantc Unversty, Boca Raton, Florda 3343 ABSTRACT In ths paper,

More information

11. HARMS How To: CSV Import

11. HARMS How To: CSV Import and Rsk System 11. How To: CSV Import Preparng the spreadsheet for CSV Import Refer to the spreadsheet template to ad algnng spreadsheet columns wth Data Felds. The spreadsheet s shown n the Appendx, an

More information

Programming Assignment Six. Semester Calendar. 1D Excel Worksheet Arrays. Review VBA Arrays from Excel. Programming Assignment Six May 2, 2017

Programming Assignment Six. Semester Calendar. 1D Excel Worksheet Arrays. Review VBA Arrays from Excel. Programming Assignment Six May 2, 2017 Programmng Assgnment Sx, 07 Programmng Assgnment Sx Larry Caretto Mechancal Engneerng 09 Computer Programmng for Mechancal Engneers Outlne Practce quz for actual quz on Thursday Revew approach dscussed

More information

High-Boost Mesh Filtering for 3-D Shape Enhancement

High-Boost Mesh Filtering for 3-D Shape Enhancement Hgh-Boost Mesh Flterng for 3-D Shape Enhancement Hrokazu Yagou Λ Alexander Belyaev y Damng We z Λ y z ; ; Shape Modelng Laboratory, Unversty of Azu, Azu-Wakamatsu 965-8580 Japan y Computer Graphcs Group,

More information

3D vector computer graphics

3D vector computer graphics 3D vector computer graphcs Paolo Varagnolo: freelance engneer Padova Aprl 2016 Prvate Practce ----------------------------------- 1. Introducton Vector 3D model representaton n computer graphcs requres

More information

AC : TEACHING SPREADSHEET-BASED NUMERICAL ANAL- YSIS WITH VISUAL BASIC FOR APPLICATIONS AND VIRTUAL IN- STRUMENTS

AC : TEACHING SPREADSHEET-BASED NUMERICAL ANAL- YSIS WITH VISUAL BASIC FOR APPLICATIONS AND VIRTUAL IN- STRUMENTS AC 2011-1615: TEACHING SPREADSHEET-BASED NUMERICAL ANAL- YSIS WITH VISUAL BASIC FOR APPLICATIONS AND VIRTUAL IN- STRUMENTS Nkunja Swan, South Carolna State Unversty Dr. Swan s currently a Professor at

More information

Solitary and Traveling Wave Solutions to a Model. of Long Range Diffusion Involving Flux with. Stability Analysis

Solitary and Traveling Wave Solutions to a Model. of Long Range Diffusion Involving Flux with. Stability Analysis Internatonal Mathematcal Forum, Vol. 6,, no. 7, 8 Soltary and Travelng Wave Solutons to a Model of Long Range ffuson Involvng Flux wth Stablty Analyss Manar A. Al-Qudah Math epartment, Rabgh Faculty of

More information

A Unified Framework for Semantics and Feature Based Relevance Feedback in Image Retrieval Systems

A Unified Framework for Semantics and Feature Based Relevance Feedback in Image Retrieval Systems A Unfed Framework for Semantcs and Feature Based Relevance Feedback n Image Retreval Systems Ye Lu *, Chunhu Hu 2, Xngquan Zhu 3*, HongJang Zhang 2, Qang Yang * School of Computng Scence Smon Fraser Unversty

More information

A NEW APPROACH FOR SUBWAY TUNNEL DEFORMATION MONITORING: HIGH-RESOLUTION TERRESTRIAL LASER SCANNING

A NEW APPROACH FOR SUBWAY TUNNEL DEFORMATION MONITORING: HIGH-RESOLUTION TERRESTRIAL LASER SCANNING A NEW APPROACH FOR SUBWAY TUNNEL DEFORMATION MONITORING: HIGH-RESOLUTION TERRESTRIAL LASER SCANNING L Jan a, Wan Youchuan a,, Gao Xanjun a a School of Remote Sensng and Informaton Engneerng, Wuhan Unversty,129

More information

An Indian Journal FULL PAPER ABSTRACT KEYWORDS. Trade Science Inc.

An Indian Journal FULL PAPER ABSTRACT KEYWORDS. Trade Science Inc. [Type text] [Type text] [Type text] ISSN : 97-735 Volume Issue 9 BoTechnology An Indan Journal FULL PAPER BTAIJ, (9), [333-3] Matlab mult-dmensonal model-based - 3 Chnese football assocaton super league

More information

Learning the Kernel Parameters in Kernel Minimum Distance Classifier

Learning the Kernel Parameters in Kernel Minimum Distance Classifier Learnng the Kernel Parameters n Kernel Mnmum Dstance Classfer Daoqang Zhang 1,, Songcan Chen and Zh-Hua Zhou 1* 1 Natonal Laboratory for Novel Software Technology Nanjng Unversty, Nanjng 193, Chna Department

More information

Solutions to Programming Assignment Five Interpolation and Numerical Differentiation

Solutions to Programming Assignment Five Interpolation and Numerical Differentiation College of Engneerng and Coputer Scence Mechancal Engneerng Departent Mechancal Engneerng 309 Nuercal Analyss of Engneerng Systes Sprng 04 Nuber: 537 Instructor: Larry Caretto Solutons to Prograng Assgnent

More information

A Semi-parametric Regression Model to Estimate Variability of NO 2

A Semi-parametric Regression Model to Estimate Variability of NO 2 Envronment and Polluton; Vol. 2, No. 1; 2013 ISSN 1927-0909 E-ISSN 1927-0917 Publshed by Canadan Center of Scence and Educaton A Sem-parametrc Regresson Model to Estmate Varablty of NO 2 Meczysław Szyszkowcz

More information

Positive Semi-definite Programming Localization in Wireless Sensor Networks

Positive Semi-definite Programming Localization in Wireless Sensor Networks Postve Sem-defnte Programmng Localzaton n Wreless Sensor etworks Shengdong Xe 1,, Jn Wang, Aqun Hu 1, Yunl Gu, Jang Xu, 1 School of Informaton Scence and Engneerng, Southeast Unversty, 10096, anjng Computer

More information

Distance Calculation from Single Optical Image

Distance Calculation from Single Optical Image 17 Internatonal Conference on Mathematcs, Modellng and Smulaton Technologes and Applcatons (MMSTA 17) ISBN: 978-1-6595-53-8 Dstance Calculaton from Sngle Optcal Image Xao-yng DUAN 1,, Yang-je WEI 1,,*

More information

2x x l. Module 3: Element Properties Lecture 4: Lagrange and Serendipity Elements

2x x l. Module 3: Element Properties Lecture 4: Lagrange and Serendipity Elements Module 3: Element Propertes Lecture : Lagrange and Serendpty Elements 5 In last lecture note, the nterpolaton functons are derved on the bass of assumed polynomal from Pascal s trangle for the fled varable.

More information

Simulation: Solving Dynamic Models ABE 5646 Week 11 Chapter 2, Spring 2010

Simulation: Solving Dynamic Models ABE 5646 Week 11 Chapter 2, Spring 2010 Smulaton: Solvng Dynamc Models ABE 5646 Week Chapter 2, Sprng 200 Week Descrpton Readng Materal Mar 5- Mar 9 Evaluatng [Crop] Models Comparng a model wth data - Graphcal, errors - Measures of agreement

More information

Integrating airborne LiDAR dataset and photographic images towards the construction of 3D building model

Integrating airborne LiDAR dataset and photographic images towards the construction of 3D building model IOP Conference Seres: Earth and Envronmental Scence OPEN ACCESS Integratng arborne LDAR dataset and photographc mages towards the constructon of 3D buldng model To cte ths artcle: R Idrs et al 2014 IOP

More information

A high precision collaborative vision measurement of gear chamfering profile

A high precision collaborative vision measurement of gear chamfering profile Internatonal Conference on Advances n Mechancal Engneerng and Industral Informatcs (AMEII 05) A hgh precson collaboratve vson measurement of gear chamferng profle Conglng Zhou, a, Zengpu Xu, b, Chunmng

More information

Novel Fuzzy logic Based Edge Detection Technique

Novel Fuzzy logic Based Edge Detection Technique Novel Fuzzy logc Based Edge Detecton Technque Aborsade, D.O Department of Electroncs Engneerng, adoke Akntola Unversty of Tech., Ogbomoso. Oyo-state. doaborsade@yahoo.com Abstract Ths paper s based on

More information

The motion simulation of three-dof parallel manipulator based on VBAI and MATLAB Zhuo Zhen, Chaoying Liu* and Xueling Song

The motion simulation of three-dof parallel manipulator based on VBAI and MATLAB Zhuo Zhen, Chaoying Liu* and Xueling Song Internatonal Conference on Automaton, Mechancal Control and Computatonal Engneerng (AMCCE 25) he moton smulaton of three-dof parallel manpulator based on VBAI and MALAB Zhuo Zhen, Chaoyng Lu* and Xuelng

More information

Constructing Minimum Connected Dominating Set: Algorithmic approach

Constructing Minimum Connected Dominating Set: Algorithmic approach Constructng Mnmum Connected Domnatng Set: Algorthmc approach G.N. Puroht and Usha Sharma Centre for Mathematcal Scences, Banasthal Unversty, Rajasthan 304022 usha.sharma94@yahoo.com Abstract: Connected

More information

An Image Fusion Approach Based on Segmentation Region

An Image Fusion Approach Based on Segmentation Region Rong Wang, L-Qun Gao, Shu Yang, Yu-Hua Cha, and Yan-Chun Lu An Image Fuson Approach Based On Segmentaton Regon An Image Fuson Approach Based on Segmentaton Regon Rong Wang, L-Qun Gao, Shu Yang 3, Yu-Hua

More information

Calibration Method for 2-Dimensional Laser Scanner Attached on a Robot Vehicle

Calibration Method for 2-Dimensional Laser Scanner Attached on a Robot Vehicle Proceedngs of the 17th World Congress The Internatonal Federaton of Automatc Control Seoul, Korea, July 6-11, 8 Calbraton Method for -Dmensonal Laser Scanner Attached on a Robot Vehcle Oscar C. Barawd,

More information

RESEARCH ON POSITIONING AND POSING OF MOBILE MAPPING IN METROPOLIS

RESEARCH ON POSITIONING AND POSING OF MOBILE MAPPING IN METROPOLIS RESEARCH ON POSITIONING AND POSING OF MOBILE MAPPING IN METROPOLIS Wang Wean a*, Ou Janlang a, Bao Feng a, Tong Xaohua a, Lu Chun a, Ye Qn a, Wang Janme a, Wang We a, Lu Meyu a, Lu Y a, Lu She a, Wu Hangbn

More information

Pointing Angle Calibration of ZY3-02 Satellite Laser Altimeter using Terrain Matching

Pointing Angle Calibration of ZY3-02 Satellite Laser Altimeter using Terrain Matching Pontng Angle Calbraton of ZY3-02 Satellte Laser Altmeter usng Terran Matchng Guoyuan.L a,b,c, *, Xnmng.Tang a,b,c, Xaomng.Gao a,b,c, JaPeng Huang a,d, Jy Chen a,c,jng Lu a,c a Satellte Surveyng and Mappng

More information

Load-Balanced Anycast Routing

Load-Balanced Anycast Routing Load-Balanced Anycast Routng Chng-Yu Ln, Jung-Hua Lo, and Sy-Yen Kuo Department of Electrcal Engneerng atonal Tawan Unversty, Tape, Tawan sykuo@cc.ee.ntu.edu.tw Abstract For fault-tolerance and load-balance

More information

Analysis of 3D Cracks in an Arbitrary Geometry with Weld Residual Stress

Analysis of 3D Cracks in an Arbitrary Geometry with Weld Residual Stress Analyss of 3D Cracks n an Arbtrary Geometry wth Weld Resdual Stress Greg Thorwald, Ph.D. Ted L. Anderson, Ph.D. Structural Relablty Technology, Boulder, CO Abstract Materals contanng flaws lke nclusons

More information

Corner-Based Image Alignment using Pyramid Structure with Gradient Vector Similarity

Corner-Based Image Alignment using Pyramid Structure with Gradient Vector Similarity Journal of Sgnal and Informaton Processng, 013, 4, 114-119 do:10.436/jsp.013.43b00 Publshed Onlne August 013 (http://www.scrp.org/journal/jsp) Corner-Based Image Algnment usng Pyramd Structure wth Gradent

More information

Combination of Color and Local Patterns as a Feature Vector for CBIR

Combination of Color and Local Patterns as a Feature Vector for CBIR Internatonal Journal of Computer Applcatons (975 8887) Volume 99 No.1, August 214 Combnaton of Color and Local Patterns as a Feature Vector for CBIR L.Koteswara Rao Asst.Professor, Dept of ECE Faculty

More information

Image Fusion With a Dental Panoramic X-ray Image and Face Image Acquired With a KINECT

Image Fusion With a Dental Panoramic X-ray Image and Face Image Acquired With a KINECT Image Fuson Wth a Dental Panoramc X-ray Image and Face Image Acqured Wth a KINECT Kohe Kawa* 1, Koch Ogawa* 1, Aktosh Katumata* 2 * 1 Graduate School of Engneerng, Hose Unversty * 2 School of Dentstry,

More information

Cell Count Method on a Network with SANET

Cell Count Method on a Network with SANET CSIS Dscusson Paper No.59 Cell Count Method on a Network wth SANET Atsuyuk Okabe* and Shno Shode** Center for Spatal Informaton Scence, Unversty of Tokyo 7-3-1, Hongo, Bunkyo-ku, Tokyo 113-8656, Japan

More information

FEATURE EXTRACTION. Dr. K.Vijayarekha. Associate Dean School of Electrical and Electronics Engineering SASTRA University, Thanjavur

FEATURE EXTRACTION. Dr. K.Vijayarekha. Associate Dean School of Electrical and Electronics Engineering SASTRA University, Thanjavur FEATURE EXTRACTION Dr. K.Vjayarekha Assocate Dean School of Electrcal and Electroncs Engneerng SASTRA Unversty, Thanjavur613 41 Jont Intatve of IITs and IISc Funded by MHRD Page 1 of 8 Table of Contents

More information

COMPARISON OF A MACHINE OF MEASUREMENT WITHOUT CONTACT AND A CMM (1) : OPTIMIZATION OF THE PROCESS OF METROLOGY.

COMPARISON OF A MACHINE OF MEASUREMENT WITHOUT CONTACT AND A CMM (1) : OPTIMIZATION OF THE PROCESS OF METROLOGY. TEHNOMUS - New Technologes and Products n Machne Manufacturng Technologes COMPARISON OF A MACHINE OF MEASUREMENT WITHOUT CONTACT AND A CMM (1) : OPTIMIZATION OF THE PROCESS OF METROLOGY. WOLFF Valery 1,

More information

SUMMARY... I TABLE OF CONTENTS...II INTRODUCTION...

SUMMARY... I TABLE OF CONTENTS...II INTRODUCTION... Summary A follow-the-leader robot system s mplemented usng Dscrete-Event Supervsory Control methods. The system conssts of three robots, a leader and two followers. The dea s to get the two followers to

More information

APPLICATION OF IMPROVED K-MEANS ALGORITHM IN THE DELIVERY LOCATION

APPLICATION OF IMPROVED K-MEANS ALGORITHM IN THE DELIVERY LOCATION An Open Access, Onlne Internatonal Journal Avalable at http://www.cbtech.org/pms.htm 2016 Vol. 6 (2) Aprl-June, pp. 11-17/Sh Research Artcle APPLICATION OF IMPROVED K-MEANS ALGORITHM IN THE DELIVERY LOCATION

More information

Petri Net Based Software Dependability Engineering

Petri Net Based Software Dependability Engineering Proc. RELECTRONIC 95, Budapest, pp. 181-186; October 1995 Petr Net Based Software Dependablty Engneerng Monka Hener Brandenburg Unversty of Technology Cottbus Computer Scence Insttute Postbox 101344 D-03013

More information

Detection of Outliers in the Adjustment of Accurate Geodetic Measurements

Detection of Outliers in the Adjustment of Accurate Geodetic Measurements 105 Detecton of Outlers n the Adjustment of Accurate Geodetc Measurements asák, P. and Štroner, M. Department of Specal Geodesy, Faculty of Cvl Engneerng, CU n Prague, hákurova 7, Prague, Czech Republc,

More information

TWO DIAGNOSTIC MODELS FOR PLC CONTROLLED FLEXIBLE MANUFACTURING SYSTEMS. W. HU*, A. G. STARR* and A. Y. T. LEUNG*

TWO DIAGNOSTIC MODELS FOR PLC CONTROLLED FLEXIBLE MANUFACTURING SYSTEMS. W. HU*, A. G. STARR* and A. Y. T. LEUNG* TWO DIAGNOSTIC MODELS FOR PLC CONTROLLED FLEXIBLE MANUFACTURING SYSTEMS W. HU*, A. G. STARR* and A. Y. T. LEUNG* * Manchester School of Engneerng, The Unversty of Manchester, Manchester M13 9PL, UK To

More information

AIRBORNE ALTIMETRIC LIDAR SIMULATOR: AN EDUCATION TOOL

AIRBORNE ALTIMETRIC LIDAR SIMULATOR: AN EDUCATION TOOL Internatonal Archves of the Photogrammetry, Remote Sensng and Spatal Informaton Scence, Volume XXXVI, Part 6, Tokyo Japan 006 AIRBORNE ALTIMETRIC LIDAR SIMULATOR: AN EDUCATION TOOL Bharat Lohan, Parameshwar

More information

An Approach in Coloring Semi-Regular Tilings on the Hyperbolic Plane

An Approach in Coloring Semi-Regular Tilings on the Hyperbolic Plane An Approach n Colorng Sem-Regular Tlngs on the Hyperbolc Plane Ma Louse Antonette N De Las Peñas, mlp@mathscmathadmueduph Glenn R Lago, glago@yahoocom Math Department, Ateneo de Manla Unversty, Loyola

More information

A Comparison of RAS and Entropy Methods in Updating IO Tables

A Comparison of RAS and Entropy Methods in Updating IO Tables A Comparson of RAS and Entropy Methods n Updatng IO Tables S. Amer Ahmed 1 and Paul V. Preckel 2 PRELIMINARY VERSION PLEASE DO NOT DISTRIBUTE OR CITE WITHOUT PERMISSION COMMENTS WELCOME Selected Paper

More information

Combined Bundle Adjustment with Distances and GPS Observations**

Combined Bundle Adjustment with Distances and GPS Observations** GEOMATICS AND ENVIRONMENTAL ENGINEERING Volume 9 Number 1 2015 http://dx.do.org/10.7494/geom.2015.9.1.51 Jaub Kolec* Combned Bundle Adjustment wth Dstances and GPS Observatons** 1. Introducton Today, automatc

More information