Handbook Of Pattern Recognition And Computer Vision (3rd Edition)

By: Chi Hau Chen (Editor), Patrick S P Wang (Editor)

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Hardcover | 14 January 2005 | Edition Number 3

At a Glance

Hardcover
652 Pages

Edition Type
Revised

Dimensions(cm)
25.4 x 17.78 x 3.18

Hardcover

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The book provides an up-to-date and authoritative treatment of pattern recognition and computer vision, with chapters written by leaders in the field. On the basic methods in pattern recognition and computer vision, topics range from statistical pattern recognition to array grammars to projective geometry to skeletonization, and shape and texture measures. Recognition applications include character recognition and document analysis, detection of digital mammograms, remote sensing image fusion, and analysis of functional magnetic resonance imaging data, etc. There are six chapters on current activities in human identification. Other topics include moving object tracking, performance evaluation, content-based video analysis, musical style recognition, number plate recognition, etc.

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You Can Find This Book In

Non-Fiction Computing & I.T.Computer Science Artificial Intelligence Computer Vision Pattern Recognition Systems Analysis & Design Booktopia Publisher Services World Scientific Publishing

Statistical pattern recognition	p. 3
Hidden Markov models for spatio-temporal pattern recognition	p. 25
A new kernel-based formalization of minimum error pattern recognition	p. 41
Parallel contextual array grammars with trajectories	p. 55
Pattern recognition with local invariant features	p. 71
Case-based reasoning for image analysis and interpretation	p. 95
Multiple image geometry - a projective viewpoint	p. 115
Skeletonization in 3D discrete binary images	p. 137
Digital distance transforms in 2D, 3D, and 4D	p. 157
Computing global shape measures	p. 177
Texture analysis with local binary patterns	p. 197
Document analysis and understanding	p. 219
Chinese character recognition	p. 241
Extraction of words from handwritten legal amounts on bank cheques	p. 259
OCR assessment of printed-fonts for enhancing human vision	p. 273
Clustering and classification of Web documents using a graph model	p. 287
Automated detection of masses in mammograms	p. 303
Wavelet-based Kalman filtering in scale space for image fusion	p. 325
Multisensor fusion with hyperspectral imaging data : detection and classification	p. 347
Independent component analysis of functional magnetic resonance imaging data	p. 365
Multimodal emotion recognition	p. 387
Gait-based human identification from a monocular video sequence	p. 411
Palmprint authentication system	p. 431
Reconstruction of high-resolution facial images for visual surveillance	p. 445
Object recognition with deformable feature graphs : faces, hands, and cluttered scenes	p. 461
Hierarchical classification and feature reduction for fast face detection	p. 481
Tracking and classifying moving objects using single or multiple cameras	p. 499
Performance evaluation of image segmentation algorithms	p. 525
Contents-based video analysis for knowledge discovery	p. 543
Object-process methodology and its applications to image processing and pattern recognition	p. 559
Musical style recognition - a quantative approach	p. 583
Auto-detector : mobile automatic number plate recognition	p. 601
Omnidirectional vision	p. 619
Table of Contents provided by Blackwell. All Rights Reserved.

Handbook Of Pattern Recognition And Computer Vision (3rd Edition)

At a Glance

Hardcover

Shipping

How to return your order

Defective items

You Can Find This Book In

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