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E-raamat: Emerging Topics in Computer Vision and Its Applications [World Scientific e-raamat]

Edited by (University Of Massachusetts Dartmouth, Usa)
  • Formaat: 508 pages, Illustrations
  • Sari: Series in Computer Vision 1
  • Ilmumisaeg: 05-Oct-2011
  • Kirjastus: World Scientific Publishing Co Pte Ltd
  • ISBN-13: 9789814343008
Teised raamatud teemal:
  • World Scientific e-raamat
  • Hind: 189,42 €*
  • * hind, mis tagab piiramatu üheaegsete kasutajate arvuga ligipääsu piiramatuks ajaks
  • Formaat: 508 pages, Illustrations
  • Sari: Series in Computer Vision 1
  • Ilmumisaeg: 05-Oct-2011
  • Kirjastus: World Scientific Publishing Co Pte Ltd
  • ISBN-13: 9789814343008
Teised raamatud teemal:
This book gives a comprehensive overview of the most advanced theories, methodologies and applications in computer vision. Particularly, it gives an extensive coverage of 3D and robotic vision problems. Example chapters featured are Fourier methods for 3D surface modeling and analysis, use of constraints for calibration-free 3D Euclidean reconstruction, novel photogeometric methods for capturing static and dynamic objects, performance evaluation of robot localization methods in outdoor terrains, integrating 3D vision with force/tactile sensors, tracking via in-floor sensing, self-calibration of camera networks, etc. Some unique applications of computer vision in marine fishery, biomedical issues, driver assistance, are also highlighted.
Preface v
Part 1 Emerging Theory and Methodologies in Computer Vision
1(172)
Chapter 1.1 On the Estimation of 3D Human Body Models and Pose from Multiple Cameras
3(24)
Aravind Sundaresan
Rama Chellappa
Chapter 1.2 Face Super-Resolution
27(22)
Wilman W. W. Zou
Pong C. Yuen
Chapter 1.3 Classification and Clustering of Vector Space Embedded Graphs
49(22)
Kaspar Riesen
Horst Bunke
Chapter 1.4 Activity Modeling and Recognition Using Probabilistic Graphical Models
71(22)
Xiaoyang Wang
Zhi Zeng
Qiang Ji
Chapter 1.5 Background Estimation and its Applications
93(22)
Xida Chen
Yee-Hong Yang
Chapter 1.6 Nonrigid Image Registration Using Moments
115(22)
Wei Liu
Eraldo Ribeiro
Chapter 1.7 Nonparametric Sample-Based Methods for Image Understanding
137(18)
Alexander Wong
Akshaya Mishra
David A. Clausi
Paul W. Fieguth
Chapter 1.8 A Probabilistic Formulation for the Correspondence Problem
155(18)
Ron Tal
Minas E. Spetsakis
Part 2 Emerging Applications of Computer Vision
173(162)
Chapter 2.1 Fourier Methods for 3D Surface Modeling and Analysis
175(22)
Li Shen
Sungeun Kim
Jing Wan
John D. West
Andrew J. Saykin
Chapter 2.2 Near Infrared Face Recognition and Eyeglasses
197(18)
Stan Z. Li
Dong Yi
Chapter 2.3 The Phase Only Transform for Unsupervised Surface Defect Detection
215(18)
D. Aiger
H. Talbot
Chapter 2.4 Cellular Automata as a Tool for Image Processing
233(20)
Paul L. Rosin
Xianfang Sun
Chapter 2.5 Computer Vision in Marine Fishery Identification
253(22)
Bichuan Shen
Chi Hau Chen
Chapter 2.6 Vehicle Detection in Remote Sensing Satellite Imagery
275(22)
Bichuan Shen
C.H. Chen
Giovanni Marchisio
Chapter 2.7 Application of Polar Harmonic Transforms to Fingerprint Classification
297(16)
Manhua Liu
Xudong Jiang
Alex Chichung Kot
Pew-Thian Yap
Chapter 2.8 Object Correspondence Networks for Unsupervised Recognition of Identical Objects
313(22)
Minsu Cho
Young Min Shin
Kyoung Mu Lee
Part 3 Modern Systems and Technology in Computer Vision
335(154)
Chapter 3.1 The Use of Constraints for Calibration-Free 3D Metric Reconstruction: From Theory to Applications
337(20)
B. Boufama
S. Bouakaz
Chapter 3.2 Auction-Based Dynamic Camera Grouping with Active Control
357(20)
Bir Bhanu
Yiming Li
Chapter 3.3 Novel Photogeometric Methods for Capturing Static and Dynamic Objects
377(26)
Yi Xu
Daniel G. Aliaga
Chapter 3.4 Multi-View Surface Reconstruction by Quasi-Dense Wide Baseline Matching
403(22)
Juho Kannala
Markus Ylimaki
Pekka Koskenkorva
Sami S. Brandt
Chapter 3.5 Combining Traffic Sign Detection with 3D Tracking Towards Better Driver Assistance
425(22)
Radu Timofte
Victor Adrian Prisacariu
Luc Van Gool
Ian Reid
Chapter 3.6 Self-Calibration of Camera Networks: Active and Passive Methods
447(24)
Marcel Bruckner
Ferid Bajramovic
Joachim Denzler
Chapter 3.7 A Performance Evaluation of Robot Localization Methods in Outdoor Terrains
471(18)
Ehsan Fazl-Ersi
John K. Tsotsos
Index 489