計算機視覺、機器學習等開源庫網站連結
持續跟新
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
Face detection
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
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
Human Pose Estimation
DeepPose: Human Pose Estimation via Deep Neural Networks， CVPR2014
https://github.com/mitmul/deeppose not official implementation