Handbook of Pattern Recognition and Computer Vision

Pt. 1. Basic methods in pattern recognition. ch. 1.1. Statistical pattern recognition / R.P.W. Duin and D.M.J. Tax. ch. 1.2. Hidden Markov models for spatio-temporal pattern recognition / Brian C. Lovell and Terry Caelli. ch. 1.3. A new Kernel-based formalization of minimum error pattern recognition / Erik McDermott and Shigeru Katagiri. ch. 1.4. Parallel contextual array grammars with trajectories / P. Helen Chandra [und weitere]. ch. 1.5. Pattern recognition with local invariant features -- pt. 2. Basic methods in computer vision. ch. 2.1. Case-based reasoning for image analysis and interpretation / Petra Perner. ch. 2.2. Multiple image geometry - a projective viewpoint / Quang-Tuan Luong. ch. 2.3. Skeletonization in 3D discrete binary images / Gabrielle Sanniti di Baja and Injela Nyström. ch. 2.4. Digital distance transforms in 2D, 3D, and 4D / Gunilla Borgefors. ch. 2.5. Computing global shape measures / Paul L. Rosin. ch. 2.6. Texture analysis with local binary patterns / Topi Mäenpää and Matti Pietikäinen -- pt. 3. Recognition applications. ch. 3.1. Document analysis and understanding / Yuan Yan Tang. ch. 3.2. Chinese character recognition / Xiaoqing Ding. ch. 3.3. Extraction of words from handwritten legal amounts on bank cheques / In Cheol Kim and Ching Y. Suen. ch. 3.4. OCR assessment of printed-fonts for enhancing human vision / Ching Y. Suen, Qizhi Xu and Cedric Devoghelaere. ch. 3.5. Clustering and classification of web documents using a graph model / Adam Schenker [und weitere]. ch. 3.6. Automated detection of masses in mammograms / H.D. Cheng [und weitere]. ch. 3.7. Wavelet-based Kalman filtering in scale space for image fusion / Hsi-Chin Hsin and Ching-Chung Li. ch. 3.8. Multisensor fusion with hyperspectral imaging data : detection and classification / Su May Hsu and Hsiao-hua Burke. ch. 3.9. Independent component analysis of functional magnetic resonance imaging data / V.D. Calhoun and B. Hong -- pt. 4. Human identification. ch. 4.1. Multimodal emotion recognition / Nicu Sebe, Ira Cohen and Thomas S. Huang. ch. 4.2. Gait-based human identification from a monocular video sequence / Amit Kale [und weitere]. ch. 4.3. Palmprint authentication system / David Zhang. ch. 4.4. Reconstruction of high-resolution facial images for visual surveillance / Jeong-Seon Park and Seong Whan Lee. ch. 4.5. Object recognition with deformable feature graphs : faces, hands, and cluttered scenes / Jochen Triesch and Christian Eckes. ch. 4.6. Hierarchical classification and feature reduction for fast face detection / Bernd Heisele [und weitere] -- pt. 5. System and technology. ch. 5.1. Tracking and classifying moving objects using single or multiple cameras / Quming Zhou andJ. K. Aggarwal. ch. 5.2. Performance evaluation of image segmentation algorithms / Xiaoyi Jiang. ch. 5.3. Contents-based video analysis for knowledge discovery / Chia-Hung Yeh, Shih-Hung Lee and C.-C. Jay Kuo. ch. 5.4. Object-process methodology and its applications to image processing and pattern recognition / Dov Dori. ch. 5.5. Musical style recognition - a quantative approach / Peter van Kranenburg and Eric Backer. ch. 5.6. Auto-detector : mobile automatic number plate recognition / Giovanni B. Garribotto. ch. 5.7. Omnidirectional vision / Hiroshi Ishiguro