Lecture_1_introduction.ppt

End ！ 全景图像 Examples Examples Examples Warping General structure of a CV problem Problem Image Acquisition Pre- processing Feature Extraction Sensor Illumination Noise Img enhancement Transform Lines Corners Contours Regions Optical flow Analysis Knowledge Base Interpretation Level of processing based on CV 低层视觉处理 单图像：滤波/边缘检测/纹理 多图像：几何/立体/从运动恢复仿射或透视结构 affine/perspective structure from motion 中层视觉处理 聚类分割/拟合线条、曲线、轮廓 clustering for segmentation, fitting line… 基于概率方法的聚类分割/拟合 跟踪 tracking 高层视觉处理 匹配 模式分类/关联模型识别 pattern classification/aspect graph recognition 应用 距离数据（range data）/图像数据检索/基于图像的绘制 Related Courses Image Processing Scientific / medical imaging Pattern Recognition Computer Graphics Learning Artificial Intelligence Visual Neuroscience Applied Mathematics Intersection of Vision and Graphics modeling shape light motion optics images IP animation rendering user-interfaces surface design Computer Graphics shape estimation motion estimation recognition 2D modeling modeling shape light motion optics images IP Computer Vision Resources 英文影印版：DA Forsyth and J. Ponce, Computer Vision: A Modern Approach, Prentice Hall. 1st edition (August 14, 2002) ; 清华大学出版社 中文翻译版：林学言，王宏 等， 《计算机视觉：一种现代的方法》，2004年6月；电子工业出版社 Resource 马颂德，张正友，《计算机视觉-算法、理论》，科学出版社，北京，1998。 R. Jain, R. Kasturi and B. G. Schunck, Machine Vision, McGraw-Hill companies, Inc. 机械工业出版社， 2003.8。 L.G. Shapiro and G.C. Stockman, Computer Vision, Prentice Hall Inc, 2001. M. Sonka, V. Hlavac, and R. Boyle, (艾海舟、武勃 等译), 图像处理、分析与机器视觉，人民邮电出版社, 2003.9。 Forsyth, ‘Introduction on CV’ Electronic Edition MIT, ‘Computer Vision ‘ Electronic Edition 贾云得，《计算机视觉 Resource 学术期刊包含了这一领域的必威体育精装版研究成果 IEEE Trans. on Pattern Analysis and Machine Intelligence (PAMI); Computer Vision, Graphics, and Image Processing (CVGIP); IEEE Trans.