CS348 Computer Vision

Syllabus

Week	Date	Topic	Mentor	Material
1	Sep 13	Introduction of Computer Vision	Cewu Lu
2	Sep 20	Basic Knowledge of Image	Mingyang Jiang
3	Sep 27	Basic Network	Mingyang Jiang
5	Oct 11	Object Detection(I)	Yuliang Xiu
6	Oct 18	Object Detection(II)	Yuliang Xiu
7	Oct 25	Segmentation and Scene Parsing(I)	Zhengtian Xu
8	Nov 1	Segmentation and Scene Parsing(II)	Zhengtian Xu
9	Nov 8	Pose Estimation	Haoshu Fang
10	Nov 15	Action Recognition	Bo Pang
11	Nov 22	Stereo and Optical Flow	Fanbin Lu
12	Nov 29	3D Vision(I)	Wenqiang Xu
13	Dec 6	3D Vision(II)	Wenqiang Xu
14	Dec 13	GAN	Wenqiang Xu
15	Dec 20	Reinforcement Learning(I)	Chen Wang
16	Dec 27	Reinforcement Learning(II)	Chen Wang

Group Project

Topic	Member1	Member2	Member3	Homepage	Video	Paper
Benchmark Visual Question Answer Models by using Focus Map	秋闻达	冼臧越洋	张哲恺	VQA
Autonomous Driving in Reality with Reinforcement Learning and Image Translation	孔冰玉	谭博文	胥拿云	Auto-Driving
Semantic Alignment for Hierarchical Image Captioning	卢思迪	方智涌	盛佩瑶	HACap
Size to Depth: A New Perspective for Single Image Estimation	吴怡然	应思豪	郑怜悯	Size2Depth
LINE ARTIST: A Multi-style Sketch to Painting Synthesis Scheme	黎金宁	刘思柒	曹孟尧	LineArtist