Coordinate Systems. Ioannis Rekleitis

Size: px
Start display at page:

Download "Coordinate Systems. Ioannis Rekleitis"

Transcription

1 Coodinate Systems Ioannis ekleitis

2 Position epesentation Position epesentation is: P p p p x y z P CS-417 Intoduction to obotics and Intelligent Systems

3 Oientation epesentations Descibes the otation of one coodinate system with espect to anothe CS-417 Intoduction to obotics and Intelligent Systems 3

4 otation Matix Wite the unit vectos of in the coodinate system of. otation Matix: CS-417 Intoduction to obotics and Intelligent Systems

5 Popeties of otation Matix T T 1 I 3 T CS-417 Intoduction to obotics and Intelligent Systems 5

6 Coodinate System Tansfomation M p p p 1 x y z 03 T 1 1 whee is the otation matix and T is the tanslation vecto CS-417 Intoduction to obotics and Intelligent Systems 6

7 otation Matix The otation matix consists of 9 vaiables but thee ae many constaints. The minimum numbe of vaiables needed to descibe a otation is thee. CS-417 Intoduction to obotics and Intelligent Systems 7

8 otation Matix-Single xis x y x 1 0 cos sin 0 sin cos cos 0 sin sin 0 cos cos sin 0 sin cos CS-417 Intoduction to obotics and Intelligent Systems 8

9 Fixed ngles One simple method is to pefom thee otations about the axis of the oiginal coodinate fame: -- fixed angles z y x cos cos cos sin sin sin cos cos sin cos sin sin sin cos sin sin sin cos cos sin sin cos cos sin sin cos sin cos cos Thee ae 1 diffeent combinations CS-417 Intoduction to obotics and Intelligent Systems 9

10 Invese Poblem Fom a otation matix find the fixed angle otations: cos sin thus: cos cos sin sin sin cos cos sin cos sin sin cos sin sin sin cos cos sin sin cos cos sin sin cos sin cos cos tan tan tan 1 3 cos cos cos cos CS-417 Intoduction to obotics and Intelligent Systems 10

11 Eule ngles : Stating with the two fames aligned fist otate about the axis then by the axis and then by the axis. The esults ae the same as with using fixed angle otation. Thee ae 1 diffeent combination of Eule ngle epesentations CS-417 Intoduction to obotics and Intelligent Systems 11

12 Eule ngles Taditionally the thee angles along the axis ae called oll Pitch and aw CS-417 Intoduction to obotics and Intelligent Systems 1

13 Eule ngles Taditionally the thee angles along the axis ae called oll Pitch and aw oll CS-417 Intoduction to obotics and Intelligent Systems 13

14 Eule ngles Taditionally the thee angles along the axis ae called oll Pitch and aw Pitch CS-417 Intoduction to obotics and Intelligent Systems 14

15 Eule ngles Taditionally the thee angles along the axis ae called oll Pitch and aw aw CS-417 Intoduction to obotics and Intelligent Systems 15

16 Eule ngle concens: Gimbal Lock Using the convention ( ) ( ) multiples of 360 (7 0 0 ) ( ) singula alignment (Gimbal lock) ( ) ( ) bistable flip CS-417 Intoduction to obotics and Intelligent Systems 16

17 xis-ngle epesentation epesent an abitay otation as a combination of a vecto and an angle V CS-417 Intoduction to obotics and Intelligent Systems 17

18 Quatenions e simila to axis-angle epesentation Two fomulations Classical ased on JPL s standads W. G. eckenidge Quatenions - Poposed Standad Conventions JPL Tech. ep. INTEOFFICE MEMONDUM IOM voids Gimbal lock See also: M. D. Shuste suvey of attitude epesentations Jounal of the stonautical Sciences vol. 41 no. 4 pp Oct. Dec CS-417 Intoduction to obotics and Intelligent Systems 18

19 Quatenions Classic notation JPL-based CS-417 Intoduction to obotics and Intelligent Systems 19 k j i j ik ki i kj jk k ji ij k j i 1 j ik ki i kj jk k ji ij ijk k j i 1 k j i cos sin sin sin 4 4 k k k z y x p 1 I p z y x cos sin cos sin cos sin cos Vecto Notation See also: N. Tawny and S. I. oumeliotis Indiect Kalman Filte fo 3D ttitude Estimation Univesity of Minnesota Dept. of Comp. Sci. & Eng. Tech. ep Mach 005.

20 Coodinate fames on P CS-417 Intoduction to obotics and Intelligent Systems 0

CS-184: Computer Graphics. Today. Lecture #5: 3D Transformations and Rotations. Transformations in 3D Rotations

CS-184: Computer Graphics. Today. Lecture #5: 3D Transformations and Rotations. Transformations in 3D Rotations CS-184: Compute Gaphics Lectue #5: 3D Tansfomations and Rotations Pof. James O Bien Univesity of Califonia, Bekeley V2009-F-05-1.0 Today Tansfomations in 3D Rotations Matices Eule angles Eponential maps

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

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

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

Where am I? Using Vanishing Points

Where am I? Using Vanishing Points Whee am I? Using Vanishing Points Vanishing point Vanishing line fo hoizon Vanishing point What can vanishing line tell us about me? Hoizon Camea pitch angle (looking down) Camea oll angle (tilted towad

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

(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

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

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

Control of Mobile Robots

Control of Mobile Robots Conto of Mobie obots efeences: -. Siegwat and I.. Noubakhsh, Intoduction to Autonomous Mobie obots, MIT, 004 (Chaps.,3. - S. G. Tzafestas, Intoduction to Mobie obot Conto, Esevie, 013. 1 Tpes of Mobie

More information

Where am I? Using Vanishing Points

Where am I? Using Vanishing Points Whee am I? Using Vanishing Points Whee was I (how high)? Taken fom my hotel oom (6 th floo) Taken fom beach Vanishing point Vanishing line fo hoizon Vanishing point What can vanishing line tell us

More information

Desired Attitude Angles Design Based on Optimization for Side Window Detection of Kinetic Interceptor *

Desired Attitude Angles Design Based on Optimization for Side Window Detection of Kinetic Interceptor * Poceedings of the 7 th Chinese Contol Confeence July 6-8, 008, Kunming,Yunnan, China Desied Attitude Angles Design Based on Optimization fo Side Window Detection of Kinetic Intecepto * Zhu Bo, Quan Quan,

More information

Adaptation of Motion Capture Data of Human Arms to a Humanoid Robot Using Optimization

Adaptation of Motion Capture Data of Human Arms to a Humanoid Robot Using Optimization ICCAS25 June 2-5, KINTEX, Gyeonggi-Do, Koea Adaptation of Motion Captue Data of Human Ams to a Humanoid Robot Using Optimization ChangHwan Kim and Doik Kim Intelligent Robotics Reseach Cente, Koea Institute

More information

Quaternions & Rotation in 3D Space

Quaternions & Rotation in 3D Space Quaternions & Rotation in 3D Space 1 Overview Quaternions: definition Quaternion properties Quaternions and rotation matrices Quaternion-rotation matrices relationship Spherical linear interpolation Concluding

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

Augmented Reality. Integrating Computer Graphics with Computer Vision Mihran Tuceryan. August 16, 1998 ICPR 98 1

Augmented Reality. Integrating Computer Graphics with Computer Vision Mihran Tuceryan. August 16, 1998 ICPR 98 1 Augmented Reality Integating Compute Gaphics with Compute Vision Mihan Tuceyan August 6, 998 ICPR 98 Definition XCombines eal and vitual wolds and objects XIt is inteactive and eal-time XThe inteaction

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

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

FACE VECTORS OF FLAG COMPLEXES

FACE VECTORS OF FLAG COMPLEXES FACE VECTORS OF FLAG COMPLEXES ANDY FROHMADER Abstact. A conjectue of Kalai and Eckhoff that the face vecto of an abitay flag complex is also the face vecto of some paticula balanced complex is veified.

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

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

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

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

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

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

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

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

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

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

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

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

= 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

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

Hybrid Stiff/Compliant Workspace Control for Robotized Minimally Invasive Surgery

Hybrid Stiff/Compliant Workspace Control for Robotized Minimally Invasive Surgery 204 5th IEEE RAS & EMBS Intenational Confeence on Biomedical Robotics and Biomechatonics (BioRob) August 2-5, 204. São Paulo, Bazil Hybid Stiff/Compliant Wokspace Contol fo Robotized Minimally Invasive

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

POMDP: Introduction to Partially Observable Markov Decision Processes Hossein Kamalzadeh, Michael Hahsler

POMDP: Introduction to Partially Observable Markov Decision Processes Hossein Kamalzadeh, Michael Hahsler POMDP: Intoduction to Patially Obsevable Makov Decision Pocesses Hossein Kamalzadeh, Michael Hahsle 2019-01-02 The R package pomdp povides an inteface to pomdp-solve, a solve (witten in C) fo Patially

More information

DEADLOCK AVOIDANCE IN BATCH PROCESSES. M. Tittus K. Åkesson

DEADLOCK AVOIDANCE IN BATCH PROCESSES. M. Tittus K. Åkesson DEADLOCK AVOIDANCE IN BATCH PROCESSES M. Tittus K. Åkesson Univesity College Boås, Sweden, e-mail: Michael.Tittus@hb.se Chalmes Univesity of Technology, Gothenbug, Sweden, e-mail: ka@s2.chalmes.se Abstact:

More information

RESEARCH ON THE RELATIVE COORDINATE TRANSFORMATION AND RELATIVE POSITION DETECTION SYSTEM OF 3-DOF SPHERICAL ACTUATOR

RESEARCH ON THE RELATIVE COORDINATE TRANSFORMATION AND RELATIVE POSITION DETECTION SYSTEM OF 3-DOF SPHERICAL ACTUATOR RESEARCH ON THE RELATIVE COORDINATE TRANSFORMATION AND RELATIVE POSITION DETECTION SYSTEM OF 3-DOF SPHERICAL ACTUATOR Yuanjie Fang *, Bing Xu, Chunhu Sun College of Mechanical and Electical Engineeing

More information

We are IntechOpen, the world s leading publisher of Open Access books Built by scientists, for scientists. International authors and editors

We are IntechOpen, the world s leading publisher of Open Access books Built by scientists, for scientists. International authors and editors We ae IntechOpen, the wold s leading publishe of Open Access boos Built by scientists, fo scientists 4, 116, 12 Open access boos available Intenational authos and editos Downloads Ou authos ae among the

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

Controlled Information Maximization for SOM Knowledge Induced Learning

Controlled Information Maximization for SOM Knowledge Induced Learning 3 Int'l Conf. Atificial Intelligence ICAI'5 Contolled Infomation Maximization fo SOM Knowledge Induced Leaning Ryotao Kamimua IT Education Cente and Gaduate School of Science and Technology, Tokai Univeisity

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

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

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

a Not yet implemented in current version SPARK: Research Kit Pointer Analysis Parameters Soot Pointer analysis. Objectives

a Not yet implemented in current version SPARK: Research Kit Pointer Analysis Parameters Soot Pointer analysis. Objectives SPARK: Soot Reseach Kit Ondřej Lhoták Objectives Spak is a modula toolkit fo flow-insensitive may points-to analyses fo Java, which enables expeimentation with: vaious paametes of pointe analyses which

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

Mono Vision Based Construction of Elevation Maps in Indoor Environments

Mono Vision Based Construction of Elevation Maps in Indoor Environments 8th WSEAS Intenational onfeence on SIGNAL PROESSING, OMPUTATIONAL GEOMETRY and ARTIFIIAL VISION (ISGAV 08) Rhodes, Geece, August 0-, 008 Mono Vision Based onstuction of Elevation Maps in Indoo Envionments

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

EE 168 Handout #32 Introduction to Digital Image Processing March 7, 2012 HOMEWORK 7 SOLUTIONS

EE 168 Handout #32 Introduction to Digital Image Processing March 7, 2012 HOMEWORK 7 SOLUTIONS EE 168 Handout #32 Intoduction to Diital Imae Pocessin Mach 7, 2012 HOMEWORK 7 SOLUTIONS Polem 1: Colo Wheels We can epesent an N x N colo imae y a thee-dimensional aay such that the fist two dimensions

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

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

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

Clustering Interval-valued Data Using an Overlapped Interval Divergence

Clustering Interval-valued Data Using an Overlapped Interval Divergence Poc. of the 8th Austalasian Data Mining Confeence (AusDM'9) Clusteing Inteval-valued Data Using an Ovelapped Inteval Divegence Yongli Ren Yu-Hsn Liu Jia Rong Robet Dew School of Infomation Engineeing,

More information

Tissue Classification Based on 3D Local Intensity Structures for Volume Rendering

Tissue Classification Based on 3D Local Intensity Structures for Volume Rendering 160 IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS, VOL. 6, NO., APRIL-JUNE 000 Tissue Classification Based on 3D Local Intensity Stuctues fo Volume Rendeing Yoshinobu Sato, Membe, IEEE, Cal-Fedik

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

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 Neural Network Model for Storing and Retrieving 2D Images of Rotated 3D Object Using Principal Components

A Neural Network Model for Storing and Retrieving 2D Images of Rotated 3D Object Using Principal Components A Neual Netwok Model fo Stong and Reteving 2D Images of Rotated 3D Object Using Pncipal Components Tsukasa AMANO, Shuichi KUROGI, Ayako EGUCHI, Takeshi NISHIDA, Yasuhio FUCHIKAWA Depatment of Contol Engineeng,

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

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

CS 450: COMPUTER GRAPHICS QUATERNIONS SPRING 2016 DR. MICHAEL J. REALE CS 45: COMPUTER GRAPHICS QUATERNIONS SPRING 6 DR. MICHAEL J. REALE http://common.ikimedia.og/iki/fi le%3awilliam_roan_hamilton_pot ait_oal_combined.png INTRODUCTION Quatenion inented b Si William Roan

More information

Visual-based simultaneous localization and mapping and global positioning system correction

Visual-based simultaneous localization and mapping and global positioning system correction Home Seach Collections Jounals About Contact us My IOPscience Visual-based simultaneous localization and mapping and global positioning system coection fo geo-localization of a mobile obot This aticle

More information

All lengths in meters. E = = 7800 kg/m 3

All lengths in meters. E = = 7800 kg/m 3 Poblem desciption In this poblem, we apply the component mode synthesis (CMS) technique to a simple beam model. 2 0.02 0.02 All lengths in metes. E = 2.07 10 11 N/m 2 = 7800 kg/m 3 The beam is a fee-fee

More information

CS 548: COMPUTER GRAPHICS QUATERNIONS SPRING 2015 DR. MICHAEL J. REALE

CS 548: COMPUTER GRAPHICS QUATERNIONS SPRING 2015 DR. MICHAEL J. REALE CS 548: COMPUTER GRAPHICS QUATERNIONS SPRING 5 DR. MICHAEL J. REALE http://common.ikimedia.og/iki/fi le%3awilliam_roan_hamilton_pot ait_oal_combined.png INTRODUCTION Quatenion inented b Si William Roan

More information

3D Motion Planning Algorithms for Steerable Needles Using Inverse Kinematics

3D Motion Planning Algorithms for Steerable Needles Using Inverse Kinematics 3D Motion Planning Algoithms fo Steeable Needles Using Invese Kinematics Vincent Duindam 1, Jijie Xu 2, Ron Alteovitz 1,3, Shanka Sasty 1, and Ken Goldbeg 1,2 1 Depatment of EECS, Univesity of Califonia,

More information

Voting-Based Grouping and Interpretation of Visual Motion

Voting-Based Grouping and Interpretation of Visual Motion Voting-Based Gouping and Intepetation of Visual Motion Micea Nicolescu Depatment of Compute Science Univesity of Nevada, Reno Reno, NV 89557 micea@cs.un.edu Géad Medioni Integated Media Systems Cente Univesity

More information

A Hybrid DWT-SVD Image-Coding System (HDWTSVD) for Color Images

A Hybrid DWT-SVD Image-Coding System (HDWTSVD) for Color Images A Hybid DWT-SVD Image-Coding System (HDWTSVD) fo Colo Images Humbeto Ochoa a,b, K.R. Rao a a Univesity of Texas at Alington, Box 906 46 ates Steet, Neddeman Hall, Rm 530 Alington, TX 7609 hdo594@exchange.uta.edu

More information

3D Reconstruction from 360 x 360 Mosaics 1

3D Reconstruction from 360 x 360 Mosaics 1 CENTER FOR MACHINE PERCEPTION 3D Reconstuction fom 36 x 36 Mosaics CZECH TECHNICAL UNIVERSITY {bakstein, pajdla}@cmp.felk.cvut.cz REPRINT Hynek Bakstein and Tomáš Pajdla, 3D Reconstuction fom 36 x 36 Mosaics,

More information

Kalman filter correction with rational non-linear functions: Application to Visual-SLAM

Kalman filter correction with rational non-linear functions: Application to Visual-SLAM 1 Kalman filte coection with ational non-linea functions: Application to Visual-SLAM Thomas Féaud, Roland Chapuis, Romuald Aufèe and Paul Checchin Clemont Univesité, Univesité Blaise Pascal, LASMEA UMR

More information

Computational and Theoretical Analysis of Null Space and Orthogonal Linear Discriminant Analysis

Computational and Theoretical Analysis of Null Space and Orthogonal Linear Discriminant Analysis Jounal of Machine Leaning Reseach 7 2006) 1183 1204 Submitted 12/05; Revised 3/06; Published 7/06 Computational and Theoetical Analysis of Null Space and Othogonal Linea Disciminant Analysis Jieping Ye

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

3D Periodic Human Motion Reconstruction from 2D Motion Sequences

3D Periodic Human Motion Reconstruction from 2D Motion Sequences 3D Peiodic Human Motion Reconstuction fom D Motion Sequences Zonghua Zhang and Nikolaus F. Toje BioMotionLab, Depatment of Psychology Queen s Univesity, Canada zhang, toje@psyc.queensu.ca Abstact In this

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

3D Hand Trajectory Segmentation by Curvatures and Hand Orientation for Classification through a Probabilistic Approach

3D Hand Trajectory Segmentation by Curvatures and Hand Orientation for Classification through a Probabilistic Approach 3D Hand Tajectoy Segmentation by Cuvatues and Hand Oientation fo Classification though a Pobabilistic Appoach Diego R. Faia and Joge Dias Abstact In this wok we pesent the segmentation and classification

More information

A VISION-BASED UNMANNED AERIAL VEHICLE NAVIGATION METHOD

A VISION-BASED UNMANNED AERIAL VEHICLE NAVIGATION METHOD st Intenational Confeence on Innovative Reseach and Maitime Applications of Space Technology IRMAST 5 A VISIO-BASED UMAED AERIAL VEHICLE AVIGATIO METHOD Paweł Budziakowski, Maek Pzyboski, Jakub Szulwic

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

Cellular Neural Network Based PTV

Cellular Neural Network Based PTV 3th Int Symp on Applications of Lase Techniques to Fluid Mechanics Lisbon, Potugal, 6-9 June, 006 Cellula Neual Netwok Based PT Kazuo Ohmi, Achyut Sapkota : Depatment of Infomation Systems Engineeing,

More information

9/5/2018. Physics colloquium today -- 9/05/2018 PHY 711 Fall Lecture /05/2018 PHY 711 Fall Lecture 4 3

9/5/2018. Physics colloquium today -- 9/05/2018 PHY 711 Fall Lecture /05/2018 PHY 711 Fall Lecture 4 3 PHY 7 Classical Mechanics and Mathematical Methods 0-0:50 AM MWF Olin 03 Plan fo Lectue 4: Reading: Chapte F&W. Summay of pevious discussion of scatteing theoy; tansfomation etween la and cente of mass

More information

This document contains the draft version of the following paper:

This document contains the draft version of the following paper: This document contains the daft vesion of the following pape: R. Sinha, S.K. Gupta, C.J. Paedis, P.K. Khosla. Extacting aticulation models fom CAD models of pats with cuved sufaces. ASME Jounal of Mechanical

More information

Development and Analysis of a Real-Time Human Motion Tracking System

Development and Analysis of a Real-Time Human Motion Tracking System Development and Analysis of a Real-Time Human Motion Tacking System Jason P. Luck 1,2 Chistian Debunne 1 William Hoff 1 Qiang He 1 Daniel E. Small 2 1 Coloado School of Mines 2 Sandia National Labs Engineeing

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

EQUATIONS can at times be tedious to understand

EQUATIONS can at times be tedious to understand DIGITAL IMAGE PROCESSING COURSE PROJECT, JUNE 2013 1 Augmented Reality Equation Plotte Salman Naqvi, Uzai Sikoa Digital Image Pocessing EE 368/ CS 232 Abstact Gaphical Visualization of an equation can

More information

AUTOMATED LOCATION OF ICE REGIONS IN RADARSAT SAR IMAGERY

AUTOMATED LOCATION OF ICE REGIONS IN RADARSAT SAR IMAGERY AUTOMATED LOCATION OF ICE REGIONS IN RADARSAT SAR IMAGERY Chistophe Waceman (1), William G. Pichel (2), Pablo Clement-Colón (2) (1) Geneal Dynamics Advanced Infomation Systems, P.O. Box 134008 Ann Abo

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

Estimation of the Knee Flexion-Extension Angle During Dynamic Sport Motions Using Body-worn Inertial Sensors

Estimation of the Knee Flexion-Extension Angle During Dynamic Sport Motions Using Body-worn Inertial Sensors Estimation of the Knee Flexion-Extension Angle Duing Dynamic Spot Motions Using Body-won Inetial Sensos Caolin Jakob caolin.jakob@medtech.stud.unielangen.de Patick Kugle patick.kugle@cs.fau.de Felix Hebensteit,

More information

XFVHDL: A Tool for the Synthesis of Fuzzy Logic Controllers

XFVHDL: A Tool for the Synthesis of Fuzzy Logic Controllers XFVHDL: A Tool fo the Synthesis of Fuzzy Logic Contolles E. Lago, C. J. Jiménez, D. R. López, S. Sánchez-Solano and A. Baiga Instituto de Micoelectónica de Sevilla. Cento Nacional de Micoelectónica, Edificio

More information

Haptic Simulation of a Tool In Contact With a Nonlinear Deformable Body

Haptic Simulation of a Tool In Contact With a Nonlinear Deformable Body In IS4TM: Intenational Symposium on Sugey Simulation and Soft Tissue Modelling Lectue Notes in Compute Science (LNCS 2673), N. Ayache and H. Delingette (Eds), Spinge Velag, New Yok. 2003. pp. 311-320.

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

HISTOGRAMS are an important statistic reflecting the

HISTOGRAMS are an important statistic reflecting the JOURNAL OF L A T E X CLASS FILES, VOL. 14, NO. 8, AUGUST 2015 1 D 2 HistoSketch: Disciminative and Dynamic Similaity-Peseving Sketching of Steaming Histogams Dingqi Yang, Bin Li, Laua Rettig, and Philippe

More information

CSE 165: 3D User Interaction

CSE 165: 3D User Interaction CSE 165: 3D Use Inteaction Lectue #6: Selection Instucto: Jugen Schulze, Ph.D. 2 Announcements Homewok Assignment #2 Due Fiday, Januay 23 d at 1:00pm 3 4 Selection and Manipulation 5 Why ae Selection and

More information

NEW FINITE ELEMENT / MULTIBODY SYSTEM ALGORITHM FOR MODELING FLEXIBLE TRACKED VEHICLES

NEW FINITE ELEMENT / MULTIBODY SYSTEM ALGORITHM FOR MODELING FLEXIBLE TRACKED VEHICLES 2011 NDIA GROUND VEHICLE SYSEMS ENGINEERING AND ECHNOLOGY SYMPOSIUM MODELING & SIMULAION, ESING AND VALIDAION (MSV) MINI-SYMPOSIUM AUGUS 9-11 DEARBORN, MICHIGAN NEW FINIE ELEMEN / MULIBODY SYSEM ALGORIHM

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

Point Similarity Measures Based on MRF Modeling of Difference Images for Spline-Based 2D-3D Rigid Registration of X-ray Fluoroscopy to CT Images

Point Similarity Measures Based on MRF Modeling of Difference Images for Spline-Based 2D-3D Rigid Registration of X-ray Fluoroscopy to CT Images Point Similaity Measues Based on MRF Modeling of Diffeence Images fo Spline-Based D-D Rigid Registation of X-ay Fluooscopy to CT Images Guoyan Zheng, Xuan Zhang, Slavica Jonić,, Philippe Thévenaz, Michael

More information

Linear Ensembles of Word Embedding Models

Linear Ensembles of Word Embedding Models Linea Ensembles of Wod Embedding Models Avo Muomägi Univesity of Tatu Tatu, Estonia avom@ut.ee Kaiit Sits Univesity of Tatu Tatu, Estonia kaiit.sits@ut.ee Sven Lau Univesity of Tatu Tatu, Estonia swen@math.ut.ee

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

PROBABILITY-BASED OPTIMAL PATH PLANNING FOR TWO-WHEELED MOBILE ROBOTS

PROBABILITY-BASED OPTIMAL PATH PLANNING FOR TWO-WHEELED MOBILE ROBOTS Poceedings of the ASME 215 Dynamic Systems and Contol Confeence DSCC215 Octobe 28-3, 215, Columbus, Ohio, USA DSCC215-999 PROBABILITY-BASED OPTIMAL PATH PLANNING FOR TWO-WHEELED MOBILE ROBOTS Jaeyeon Lee

More information

NODAL AND LOOP ANALYSIS TECHNIQUES

NODAL AND LOOP ANALYSIS TECHNIQUES NODAL AND LOOP ANALYSIS TECHNIQUES LEANING GOALS NODAL ANALYSIS LOOP ANALYSIS Deelop systematic techniques to determine all the oltages and currents in a circuit NODE ANALYSIS One of the systematic ways

More information

Towards Adaptive Information Merging Using Selected XML Fragments

Towards Adaptive Information Merging Using Selected XML Fragments Towads Adaptive Infomation Meging Using Selected XML Fagments Ho-Lam Lau and Wilfed Ng Depatment of Compute Science and Engineeing, The Hong Kong Univesity of Science and Technology, Hong Kong {lauhl,

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

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

Extracting Articulation Models from CAD Models of Parts with Curved Surfaces

Extracting Articulation Models from CAD Models of Parts with Curved Surfaces Extacting Aticulation Models fom CAD Models of Pats with Cuved Sufaces Rajaishi Sinha 1,*, Satyanda K. Gupta 2, Chistiaan J.J. Paedis 1, Padeep K. Khosla 1 1 Institute fo Complex Engineeed Systems, Canegie

More information

Cryptanalysis of Hwang-Chang s a Time-Stamp Protocol for Digital Watermarking

Cryptanalysis of Hwang-Chang s a Time-Stamp Protocol for Digital Watermarking Cyptanalysis of Hwang-Chang s a Time-Stamp Potocol fo Digital Watemaking *Jue-Sam Chou, Yalin Chen 2, Chung-Ju Chan 3 Depatment of Infomation Management, Nanhua Univesity Chiayi 622 Taiwan, R.O.C *: coesponding

More information