Computer Vision (Lu Peng, Beijing University of Posts and Telecommunications)

This course is an undergraduate course in the Department of Intelligent Science and Technology, School of Computer Science, Beijing University of Posts and Telecommunications. The course focuses on the basic tasks of computer vision and focuses on introducing some conventional processing ideas and classic processing methods of computer vision tasks.

• Chapter 1：introduction (1 hours and 23 minutes and 32 seconds)

• Chapter 2：Convolution and edge extraction (Part 1) (1 hours and 33 minutes and 24 seconds)

• Chapter 3：Edge extraction (bottom) and fitting (top) (1 hours and 29 minutes and 1 seconds)

• Chapter 4：Fitting (below) (1 hours and 44 minutes and 3 seconds)

• Chapter 5：review (22 minutes and 10 seconds)

• Chapter 6：Harris corner (1 hours and 16 minutes and 13 seconds)

• Chapter 7：review (15 minutes and 47 seconds)

• Chapter 8：Scale-invariant region and SIFT features (Part 1) (1 hours and 21 minutes and 8 seconds)

• Chapter 9：SIFT features (Part 2) & texture representation (1 hours and 33 minutes and 40 seconds)

• Chapter 10：segmentation (1 hours and 36 minutes and 1 seconds)

• Chapter 11：Recognition & bag-of-words model (1 hours and 36 minutes and 22 seconds)

• Chapter 12：Target Detection (1 hours and 22 minutes and 16 seconds)

• Chapter 13：3D reconstruction-camera model (1 hours and 24 minutes and 18 seconds)

• Chapter 14：Camera calibration & 3D reconstruction basics & polar geometry (1 hours and 28 minutes and 43 seconds)

• Chapter 15：Review (Basics of Polar Geometry and 3D Reconstruction) (19 minutes and 18 seconds)

• Chapter 16：sports recovery structure (1 hours and 8 minutes and 38 seconds)

• Chapter 17：Sports recovery structure (Part 2) (56 minutes and 17 seconds)

• Chapter 18：Course Summary (38 minutes and 29 seconds)