图像视觉领域部分新进展对应的开源代码

灰太狼 2022-09-30 15:51 77阅读 0赞

转载http://ms.csdn.net/share/F3BBE1CF72ADF09FAC05AAB06F0E3B08\_1\_IPHONE\_APP

持续跟新

可以看看这个 http://blog.csdn.net/workerwu/article/details/46537849

场景识别： SegNet: A Deep Convolutional Encoder-Decoder Architecture for Robust Semantic Pixel-Wise Labellinghttps://github.com/alexgkendall/caffe-segnet

Tracking: Learning to Track: Online Multi-Object Tracking by Decision Making ICCV2015 使用 Markov Decision Processes 做跟踪，速度可能比较慢,效果应该还可以 https://github.com/yuxng/MDP\_Tracking

Car detection: Integrating Context and Occlusion for Car Detection by Hierarchical And-or Model ECCV2014http://www.stat.ucla.edu/~boli/projects/context\_occlusion/context\_occlusion.html

Face detection

人脸检测2015进展：http://www.cvrobot.net/latest-progress-in-face-detection-2015/

Face detection without bells and whistles project：http://markusmathias.bitbucket.org/2014\_eccv\_face\_detection/ Code：https://bitbucket.org/rodrigob/doppia Talk： http://videolectures.net/eccv2014\_mathias\_face\_detection/ （不错的报告）

From Facial Parts Responses to Face Detection: A Deep Learning Approach ICCV2015 email to get code and modelhttp://personal.ie.cuhk.edu.hk/~ys014/projects/Faceness/Faceness.html

A Fast and Accurate Unconstrained Face Detector 2015 PAMI 简单 快速 有效 http://www.cbsr.ia.ac.cn/users/scliao/projects/npdface/

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 CVPR2015http://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/ 没有特征提取代码

Person re-identification by Local Maximal Occurrence representation and metric learning CVPR2015http://www.cbsr.ia.ac.cn/users/scliao/projects/lomo\_xqda/

Head detection Context-aware CNNs for person head detection Matlab code & dataset avaiablehttp://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

Object-Proposal Evaluation Protocol is ‘Gameable’ 好多 Proposal 代码 https://github.com/batra-mlp-lab/object-proposals

Deep Learning Deeply Learned Attributes for Crowded Scene Understanding https://github.com/amandajshao/www\_deep\_crowdhttp://www.ee.cuhk.edu.hk/~jshao/WWWCrowdDataset.html

Human Pose Estimation DeepPose: Human Pose Estimation via Deep Neural Networks， CVPR2014https://github.com/mitmul/deeppose not official implementation

Articulated Pose Estimation by a Graphical Model with Image Dependent Pairwise Relations NIPS 2014http://www.stat.ucla.edu/~xianjie.chen/projects/pose\_estimation/pose\_estimation.html

Learning Human Pose Estimation Features with Convolutional Networks https://github.com/stencilman/deep\_nets\_iclr04

Flowing ConvNets for Human Pose Estimation in Videos http://www.robots.ox.ac.uk/~vgg/software/cnn\_heatmap/

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

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

DPM 将voc-release4.0.1 linux 转到windows http://blog.csdn.net/masibuaa/article/details/17577195

开源车牌识别代码 支持美国和欧洲车牌 http://www.openalpr.com