Preface ....................................................... vii
Section I: Introduction
Chapter I An Overview of Image and Video Segmentation in
the Last 40 Years ............................................... 1
Yu-Jin Zhang, Tsinghua University, Beijing, China
Section II: Image Segmentation
Chapter II Optimal Image Segmentation Methods Based on Energy
Minimization ................................................... 17
Francisco Escolano, Universidad de Alicante, Spain
Miguel A. Lozano, Universidad de Alicante, Spain
Chapter III Variational Problems in Image Segmentation and
Г-Convergence Methods .......................................... 46
Giovanni Bellettini, University of Roma, Italy
Riccardo March, Italian National Research Council, Italy
Chapter IV A Graph-Based Image Segmentation Algorithm Using
Heirarchical Social Metaheuristic .............................. 72
Abraham Duarte, Rey Juan Carlos University, Spain
Angel Sanchez, Rey Juan Carlos University, Spain
Felipe Fernandez, Polytechnique University of Madrid, Spain
Antonio S. Montemayor, Rey Juan Carlos University, Spain
Chapter V CompIex Dynamic Systems for Image Segmentation ....... 93
Liang Zhao, University of São Paulo, Brazil
Section III: Video Segmentation
Chapter VI Joint Space-Time-Range Mean Shift-Based Image and
Video Segmentation ............................................ 113
Irene Yu-Hua Gu, Chalmers University of Technology, Sweden
Vasile Gui, Technical University Timisoara, Romania
Chapter VII Fast Automatic Video Object Segmentation for
Content-Based Applications .................................... 140
Ее Ping Ong, Institute for lnfocomm Research, Singapore
Weisi Lin, Institute for lnfocomm Research, Singapore
Bee June Туе, Dell Global BV, Singapore
Minoru Etoh, NTT DoCoMo, Japan
Chapter VIII A Fully Automated Active Shape Model for Segm
entation and Tracking of Unknown Objects in a Cluttered
Environment ................................................... 161
Besma Rouai-Abidi, University of Tennessee, USA
Sangkyu Kang, LG Electronics Inc., Korea
Mongi Abidi, University of Tennessee, USA
Chapter IX Video Shot Boundary Detection and Scene
Segmentation .................................................. 188
Hong Lu, Fudan University, China
Zhenyan Li, Nanyang Technological University, Singapore
Yap-Peng Tan, Nanyang Technological University, Singapore
Xiangyang Xue, Fudan University, China
Section IV: Segmenting Particular Images
Chapter X Color Image Segmentation in Both Feature and
Image Spaces .................................................. 209
Shengyang Dai, Northwestern University, USA
Yu-Jin Zhang, Tsinghua University, Beijing, China
Chapter XI Optimizing Texture Primitive Description,
Analysis, Segmentation, and Classification Using
Variography ................................................... 228
Assia Kourgli, U.S.T.H.B. University, Algeria
Aichouche Belhadj-Aissa, U.S.T.H.B. University, Algeria
Chapter XII Methods and Applications for Segmenting 3D
Medical Image Data ............................................ 250
Hong Shen, Siemens Corporate Research, USA
Chapter XIII Parallel Segmentation of Multi-Channel Images
Using Multi-Dimensional Mathematical Morphology ............... 270
Antonio Plaza, University of Extremadura, Spain
Javier Plaza, University of Extremadura, Spain
David Valencia, University of Extremadura, Spain
Pablo Martinez, University of Extremadura, Spain
Section V: Special Segmentation Applications
Chapter XIV Fuzzy Clustering-Based Approaches in Automatic
Lip Segmentation from Color Images ............................ 292
Shilin Wang, Shanghai Jiaotong University, China
Wing Hong Lau, City University of Hong Kong, China
Alan Wee-Chung Liew, Chinese University of Hong Kong, China
Shu Hung Leung, City University of Hong Kong, China
Chapter XV Mathematical Morphology-Based Automatic
Restoration and Segmentation for Degraded Machine-Printed
Character Images .............................................. 318
Shigueo Nomura, Kyoto University, Japan
Keiji Yamanaka, Federal University of Uberlandia, Brazil
Osamu Katai, Kyoto University, Japan
Hiroshi Kawakami, Kyoto University, Japan
Takayuki Shiose, Kyoto University, Japan
Chapter XVI Segmentation in Food Images ....................... 340
Domingo Mery, Pontificia Universidad Católica de Chile, Chile
Franco Pedreschi, Universidad de Santiago de Chile, Chile
Chapter XVII Segmentation via Thresholding Methodologies by
Using Measure of Fuzziness towards Blind Navigation ........... 355
Farrah Wong, Universiti Malaysia Sabah, Malaysia
R. Nagarajan, Northern Malaysia University College of
Engineering, Malaysia
Sazali Yaacob, Northern Malaysia University College of
Engineering, Malaysia
Section VI: Segmentation Evaluation
Chapter XVIII Unsupervised and Supervised Image Segmentation
Evaluation .................................................... 365
Christophe Rosenberger, Université d'Orléans, France
Sébastien Chabrier, Université d'Orléans, France
Нélèпе Laurent, Université d'Orléans, France
Bruno Entile, Université d'Orléans, France
Chapter XIX Objective Evalutation of Video Segmentation
Quality ....................................................... 394
Paulo Lobato Correia, Technical University of Lisbon,
Portugal
Fernando Pereira, Technical University of Lisbon, Portugal
Chapter XX A Summary of Recent Progresses for Segmentation
Evaluation .................................................... 423
Yu-Jin Zhang, Tsinghua University, Beijing, China
About the Authors ............................................. 441
Index ......................................................... 452
|
