内容简介
罗杰波、汤晓鸥、徐东等编写的《计算机视觉》是由一些综述性或原始研究论文组成的,涉及了计算机视觉的各个领域,包括图像分割和标注、人脸和生物特征识别、图像配准、基于视频内容的分析和三维重建,每篇论文的作者至少有一位是中国科学技术大学信息学院的毕业生。<br> 《计算机视觉》可供计算机专业高年级本科生、研究生以及相关领域的科研人员使用。
目录
Preface to the USTC alumni’s series<br>Preface<br>Part Ⅰ Segmentation and Registration<br>Chapter 1 Graph Cuts Based Active Contours (GCBAC)<br>Chapter 2 A Novel Region Constrained Non-Rigid Image Registration FramewQrk<br>Part Ⅱ Face and Biometrics<br>Chapter 3 Parallel Image Matrix Compression for Face Recognition<br>Chapter 4 Facial Expression Recognition Based on Statistical Local Features<br>Chapter 5 A Hierarchical Compositional Model for Face Representation and Sketching<br>Chapter 6 A Brief Introduction to Skeleton-Based Fingerprint Minutiae Extraction<br>Part Ⅲ Image Annotation<br>Chapter 7 Image Transform Bootstrapping and Its Applications to Semantic Scene Classification<br>Chapter 8 Bipartite Graph Reinforcement Model for Web Image Annotation<br>Part Ⅳ Video Analysis<br>Chapter 9 Motion Estimation Based on Trilinear and Optical Flow Constraints<br>Chapter 10 Appearance Modeling for Visual Tracking<br>Chapter 11 Robust Monocular 3D Tracking of Articulated Arm Movement<br>Chapter 12 Video Classification via Local 3D Eigen Analysis<br>Chapter 13 Video Annotation: Supervised, Semi-Supervised and Active Learning Approaches<br>Part Ⅴ 3D Reconstruction<br>Chapter 14 Rapid 3D Modeling from a Single Image Based on Minimal 2D Control Points<br>Chapter 15 Quasiconvex Optimization for Robust Geometric Reconstruction<br>Chapter 16 Deformable Structure from Motion: A Factorization Scheme