计算机视觉

Preface to the USTC alumni’s series

Preface

Part Ⅰ Segmentation and Registration

Chapter 1 Graph Cuts Based Active Contours (GCBAC)

Chapter 2 A Novel Region Constrained Non-Rigid Image Registration FramewQrk

Part Ⅱ Face and Biometrics

Chapter 3 Parallel Image Matrix Compression for Face Recognition

Chapter 4 Facial Expression Recognition Based on Statistical Local Features

Chapter 5 A Hierarchical Compositional Model for Face Representation and Sketching

Chapter 6 A Brief Introduction to Skeleton-Based Fingerprint Minutiae Extraction

Part Ⅲ Image Annotation

Chapter 7 Image Transform Bootstrapping and Its Applications to Semantic Scene Classification

Chapter 8 Bipartite Graph Reinforcement Model for Web Image Annotation

Part Ⅳ Video Analysis

Chapter 9 Motion Estimation Based on Trilinear and Optical Flow Constraints

Chapter 10 Appearance Modeling for Visual Tracking

Chapter 11 Robust Monocular 3D Tracking of Articulated Arm Movement

Chapter 12 Video Classification via Local 3D Eigen Analysis

Chapter 13 Video Annotation: Supervised, Semi-Supervised and Active Learning Approaches

Part Ⅴ 3D Reconstruction

Chapter 14 Rapid 3D Modeling from a Single Image Based on Minimal 2D Control Points

Chapter 15 Quasiconvex Optimization for Robust Geometric Reconstruction

Chapter 16 Deformable Structure from Motion: A Factorization Scheme

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。
《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。