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Handbook of pattern recognition and computer vision

C. H Chen (Chi-hau), 1937-

London Imperial College Press Singapore Hackensack, NJ World Scientific Pub c2010

Localização: IFSC - Inst. Física de São Carlos    (621.3819598 C518h 4. ed. )(Acessar)

  • Título:
    Handbook of pattern recognition and computer vision
  • Autor: C. H Chen (Chi-hau), 1937-
  • Assuntos: Pattern recognition systems; Computer vision; Mustererkennung; Vision par ordinateur; Reconnaissance des formes (Informatique); Traitement d'images; RECONHECIMENTO DE PADRÕES; VISÃO COMPUTACIONAL
  • Notas: Includes bibliographical references and index.
  • Descrição: Preface to the 4th Edition / C.H. Chen -- pt. 1. Basic Methods in Pattern Recognition -- Ch. 1.1. Unification of Component Analysis Methods / F. De la Torre -- Ch. 1.2. Multiple Classifier Systems: Tools and Methods / Veyis Gunes, Michael Menard and Simon Petitrenaud -- Ch. 1.3. On Dissimilarity Embedding of Graphs in Vector Spaces / Horst Bunke and Kaspar Riesen -- Ch. 1.4. Match Tracking Strategies for Fuzzy ARTMAP Neural Networks / Eric Granger, Philippe Henniges, Robert Sabourin and Luis S. Oliveira -- Ch. 1.5. Shape and Color Features for Object Recognition Search / Tuan A. Duong, Vu A. Duong and Allen R. Stubberud -- pt. 2. Basic Methods in Computer Vision and Image Processing -- Ch. 2.1. Probabilistic Graphical Models and Their Applications in Computer Vision / Lei Zhang, Yan Tong and Qiang Ji -- Ch. 2.2. Region Tree Based Image Discrete Labeling Framework / Cheng Lei and Yee-Hong Yang -- Ch. 2.3. Statistical Background Modeling for Foreground Detection: A Survey / Thierry Bouwmans, Fida El Baf and Bertrand Vachon -- Ch. 2.4. Latest Algorithms for 3-D Reconstruction from Two Views / Kenichi Kanatani, Yasuyuki Sugaya and Yasushi Kanazawa -- Ch. 2.5. Affine Invariant Features in Pattern Recognition / Esa Rahtu and Janne Heikkila -- Ch. 2.6. Statistical Aspects of Dominant Plane for Robot Navigation / Naoya Ohnishi and Atsushi Imiya -- Ch. 2.7. Extracting Parts of 2D Shapes Using Local and Global Interactions Simultaneously / Sibel Tari -- pt. 3. Recognition Applications -- Ch. 3.1. Contextual Classification of Multisensor Optical-SAR Remote Sensing Images / Gabriele Moser, Raffaele Gaetano, Giami Poggi, Giuseppe Scarpa and Sebastiana B. Serpico -- Ch. 3.2. Approaches Based on Support Vector Machine to Classification of Remote Sensing Data / Lorenzo Bruzzone and Claudio Persello -- Ch. 3.3. Word Spotting Techniques in Document Analysis and Retrieval -- A Comprehensive Survey / Muhammad Ismail Shah and Ching Y. Suen -- Ch. 3.4. Optimization of Rejection
    Parameters to Enhance Reliability in Handwriting Recognition / Chun Lei He, Louisa Lam and Ching Y. Suen -- Ch. 3.5. Recognition Techniques for Whiteboard Notes Written in Roman Script / Marcus Liwicki and Horst Bunke -- Ch. 3.6. Detection of Affective Patterns in Physiological Signals Towards Improving Automatic Emotion Recognition / Jonghwa Kim and Elisabeth Andre -- Ch. 3.7. Automated Detection and Classification of Solar Image Features / Frank Y. Shih -- pt. 4. Computer Vision and Pattern Recognition in Life Sciences and Human ID -- Ch. 4.1. Biometric Template Protection: Towards a Secure Biometric System / Yicheng Feng and Pong C. Yuen -- Ch. 4.2. Fusion of Manual and Non-Manual Information in American Sign Language Recognition / Sudeep Sarkar, Barbara Loeding and Ayush S. Parashar -- Ch. 4.3. Deformable Template Model with Feature Tracking for Automated IVUS Segmentation / Prakash Manandhar, Chi Hau Chen and Ahmet Umit Coskun -- Ch. 4.4. User-Assisted Segmentation for Medical Images / Vasco Gervasio and Joaquim A. Jorge -- Ch. 4.5. Automated Quantification of Cellular Processes with Applications to High-Content Screening / Vannary Meas-Yedid, Alexandre Dufour, Bo Zhang, Alexandre Grassart, Nathalie Sauvonnet and Jean-Christophe Olivo-Marin -- Ch. 4.6. Advanced Evolutionary Algorithms for Intelligent Microarray Image Analysis / Eleni Zacharia and Dimitris Maroulis -- Ch. 4.7. Computational Intelligence Approaches for Protein Fold Recognition / Yuehui Chen, Yaou Zhao and Jack Y. Yang -- pt. 5. System and Technology -- Ch. 5.1. Method for the Synthesis of a 3D Face Using a Single 2D Image / Martin D. Levine and Yingfeng Yu -- Ch. 5.2. Automatic Annotation of Biological Image / Jie Zhou and Hanchuan Peng -- Ch. 5.3. Dual Energy Computed Tomography for Checked Baggage Screening / Zhengrong Ying and Ram Naidu -- Ch. 5.4. Assessment of Food Intake and Physical Activity: A
    computational approach / Mingui Sun, Jhon D. Fernstrom, Wenyan Jia, Nin Yao, Steven A. Hackworth, Xiaoyu Liu/ Chengliu / Qiang Liu, Yuecheng Li, Madelyn H. Fernstrom and Robert J. Sclabassi -- Ch. 5.5. Intelligent Watermarking Systems: A Survey / Eduardo Vellasques, Eric Granger and Robert Sabourin -- Ch. 5.6. Parallel and Modular Pattern Classification Framework for Large-Scale Problems / Baa-liang Lu and Xiao-lin Wang -- Ch. 5.7. 3-D Computer Vision Modeling in Video Surveillance Applications / Giovanni B. Garibotto.
  • Editor: London Imperial College Press Singapore Hackensack, NJ World Scientific Pub
  • Data de criação/publicação: c2010
  • Formato: xx, 776 p ill. (some col.) 26 cm.
  • Idioma: Inglês
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