from：http://blog.csdn.net/cv_family_z/article/details/49902011

場景識別： 

SegNet: A Deep Convolutional Encoder-Decoder Architecture for Robust 
Semantic Pixel-Wise Labelling 
https://github.com/alexgkendall/caffe-segnet

Tracking: 

Learning to Track: Online Multi-Object Tracking by Decision Making ICCV2015 
使用 Markov Decision Processes 做跟蹤，速度可能比較慢,效果應該還可以 

https://github.com/yuxng/MDP_Tracking

Car detection: 

Integrating Context and Occlusion for Car Detection by Hierarchical And-or Model ECCV2014 
http://www.stat.ucla.edu/~boli/projects/context_occlusion/context_occlusion.html

Face detection

Face Alignment 

Face Alignment by Coarse-to-Fine Shape Searching 

http://mmlab.ie.cuhk.edu.hk/projects/CFSS.html

Face Recognition 

Deep face recognition 
http://www.robots.ox.ac.uk/~vgg/software/vgg_face/

Person Re-identification : 
Query-Adaptive Late Fusion for Image Search and Person Re-identification 
CVPR2015 
http://www.liangzheng.com.cn/Project/project_fusion.html

Efficient Person Re-identification by Hybrid Spatiogram and Covariance Descriptor CVPR2015 Workshops 

https://github.com/Myles-ZMY/HSCD

Person Re-Identification by Iterative Re-Weighted Sparse Ranking PAMI 2015 
http://www.micc.unifi.it/masi/code/isr-re-id/ 沒有特徵提取程式碼

Person re-identification by Local Maximal Occurrence representation and metric learning CVPR2015 
http://www.cbsr.ia.ac.cn/users/scliao/projects/lomo_xqda/

Head detection 

Context-aware CNNs for person head detection 
Matlab code & dataset avaiable 
http://www.di.ens.fr/willow/research/headdetection/

Pedestrian detection

Pedestrian Detection with Spatially Pooled Features and Structured Ensemble Learning PAMI 2015 
Strengthening the Effectiveness of Pedestrian Detection with Spatially Pooled Features ECCV2014 
https://github.com/chhshen/pedestrian-detection

Object detection 

Object detection via a multi-region & semantic segmentation-aware CNN model 
https://github.com/gidariss/mrcnn-object-detection

DeepBox: Learning Objectness with Convolutional Networks ICCV2015 
proposal re-ranker 
https://github.com/weichengkuo/DeepBox

Deep Learning 

Deeply Learned Attributes for Crowded Scene Understanding 
https://github.com/amandajshao/www_deep_crowd 
http://www.ee.cuhk.edu.hk/~jshao/WWWCrowdDataset.html

Human Pose Estimation 

DeepPose: Human Pose Estimation via Deep Neural Networks， CVPR2014 
https://github.com/mitmul/deeppose not official implementation

雜項 

Unsupervised Learning of Visual Representations using Videos 很有前途啊！ 
https://github.com/xiaolonw/caffe-video_triplet

資料庫 

MPII Human Pose Dataset 
http://human-pose.mpi-inf.mpg.de/#overview

DPM 

將voc-release4.0.1 linux 轉到windows 
http://blog.csdn.net/masibuaa/article/details/17577195

開源車牌識別程式碼 

支援美國和歐洲車牌 
http://www.openalpr.com

文字識別 

https://github.com/MichalBusta/FASText 
FASText: Efficient Unconstrained Scene Text Detector