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· 분류 : 외국도서 > 컴퓨터 > 컴퓨터 그래픽
· ISBN : 9789811975820
· 쪽수 : 448쪽
· 출판일 : 2024-02-02
목차
Chapter 1???????????? Introduction
??????????????? 1.1????????? Human Vision and Characteristics
??????????????? 1.2????????? Computer Vision Theory and Model
??????????????? 1.3????????? 3D Vision System and Image Technology
??????????????? 1.4????????? Book Overview
Chapter 2???????????? Camera Calibration
??????????????? 2.1??? Linear Camera Model
??????????????? 2.2????????? Non-Linear Camera Model
??????????????? 2.3??? Traditional Calibration Methods
??????????????? 2.4??? Self-Calibration Methods
Chapter 3???????????? 3D Image Acquisition
??????????????? 3.1????????? High-Dimensional Image
??????????????? 3.2????????? Depth Image
??????????????? 3.3????????? Direct Depth Imaging
??????????????? 3.4????????? Stereo Vision Imaging
Chapter 4???????????? Video and Motion Information
??????????????? 4.1??? Video Basic
??????????????? 4.2??? Motion Classification and Representation
??????????????? 4.3??? Motion Information Detection
??????????????? 4.4??? Motion-Based FilteringChapter 5???????????? Moving Object Detection and Tracking
??????????????? 5.1??? Differential Image??????????????? 5.2??? Background Modeling
??????????????? 5.3??? Optical Flow Field and Motion
??????????????? 5.4??? Moving Object Tracking
Chapter 6???????????? Binocular Stereo Vision
??????????????? 6.1??? Stereo Vision Process and Modules
??????????????? 6.2??? Region-Based Stereo Matching
??????????????? 6.3??? Feature-Based Stereo Matching
??????????????? 6.4??? Error Detection and Correction of Parallax Map
Chapter 7???????????? Monocular Multiple Image Reconstruction
??????????????? 7.1??? Photometric Stereo
??????????????? 7.2??? Shape from Illumination
??????????????? 7.3??? Optical Flow Equation
??????????????? 7.4??? Shape from MotionChapter 8???????????? Monocular Single Image Reconstruction
??????????????? 8.1??? Shape from Shading
??????????????? 8.2??? Solving Brightness Equation
??????????????? 8.3??? Shape from Texture
??????????????? 8.4??? Detection of Texture Vanishing Points
Chapter 9???????????? 3-D Scene Representation
??????????????? 9.1??? Local Features of the Surface
??????????????? 9.2??? 3-D Surface Representation
??????????????? 9.3??? Construction and Representation of Iso-Surfaces
??????????????? 9.4??? Interpolate 3-D Surfaces from Parallel Contours
??????????????? 9.5??? 3-D Entity Representation
Chapter 10????????? Scene Matching
??????????????? 10.1?? Matching Overview
??????????????? 10.2?? Object Matching
??????????????? 10.3?? Dynamic Pattern Matching
??????????????? 10.4?? Graph Theory and Graph Matching
??????????????? 10.5?? Line Drawing Signature and Matching
Chapter 11????????? Knowledge and Scene Interpretation
??????????????? 11.1?? Scene Knowledge
??????????????? 11.2?? Logic System
??????????????? 11.3?? Fuzzy Reasoning
??????????????? 11.4?? Scene Classification
Chapter 12????????? Spatial-Temporal Behavior Understanding
??????????????? 12.1?? Spatial-Temporal Technology
??????????????? 12.2?? Spatial-Temporal Interest Point Detection
??????????????? 12.3?? Spatial-Temporal Dynamic Trajectory Learning and Analysis
??????????????? 12.4?? Spatial-Temporal Action Classification and Recognition
Appendix A???????? Visual Perception
??????????????? A.1????????? Shape Perception
??????????????? A.2????????? Spatial Perception
??????????????? A.3????????? Motion Perception
Self-Test Questions Answers to Self-Test Questions Bibliography Subject Index?
