Course_PR_17
Pattern Recognition Course 2017
Slides
Candidate Course Projects
- Generating Image-based CAPTCHAs Resistant to Deep Learning Attacks
- Expression-based Image Retrivial
- Most Promising Image Picking from an Image Sequence
- Image to Text
Candidate Papers for Presentation
Clustering
- Robust Continuous Clustering [slide] - Group 5 Oct.23
- Border-Peeling Clustering [slide] [code] - Group 6 Oct.23
- Object Category Structure in Response Patterns of Neuronal Population in Monkey Inferior Temporal Cortex
- An Implementation of the Mean Shift Filter on FPGA [slide] - Group 7 Oct.23
Metric Learning
Deep Learning
- Dynamic Routing between Capsules [slide] - Group 4 Nov.13
- A generative vision model that trains with high data efficiency and breaks text-based CAPTCHAs [slide] - Group 3 Nov.13
- Rich feature hierarchies for accurate object detection and semantic segmentation
- Dropout Training as Adaptive Regularization
Generative Adversarial Network
- Generative Adversarial Text to Image Synthesis - Group 0 Dec. 10
- StackGAN: Text to Photo-realistic Image Synthesis with Stacked Generative Adversarial Networks - Group 0 Dec. 10
- StackGAN++: Realistic Image Synthesis with Stacked Generative Adversarial Networks - Group 0 Dec. 10
Experiments
- Experiment1 - Clustering
- Experiment2 - Classification
Grouping Information
Group 0 (POW48)
- 程鲁豫 (@chengluyu)
- 高庆哲 (@Talegqz)
- 任瑞阳 (@tesntss)
- 田翰林 (@zachtian1010)
- 王天浩 (@moeinfinityx)
- 赵跃 (@z-jack)
Group 1
- 丰叶
- 吴梦涵 (@RebeWu)
- 陈安东 (@debuggerchen)
- 崔思伟 (@jncsw)
- 袁冠宇 (@ygygyg111q)
- 孔世伟 (@softwinds)
Group 2
- 刘中坤 (@LZKSKY)
- 晁大任
- 杨浩然 (@HolenYHR)
- 张鑫禹
- 朱丽 (@Nimonm)
- 张伊楠 (@zhangynnancy)
Group 3
组员
Group 4
- 陈思蓓 (@axzs0987)
- 蒋思淇 (@JSIQI)
- 黎佩华 (@2464599943)
- 卓凤 (@misszhua)
Group 5
小组成员：董慧冰，王文杰，陈召峥，马志鑫，林信然(@TerryLam1996)
Group 6
- 谭永卿 (@yeongchingtarn)
- 孙陈希 (@scxhhh)
- 苏越 (@IvySu)
- 肖俊伦(@thekey-art)
- 杜孟君
Group 7
- 马国荣
- 李睿豪
- 韦亦迅
- 辛高正