1、Vedio and Image Datasets Index 这个网址提供了大量的视频和图像的数据库下载索引，并有相应的介绍，强烈推荐！大家慢慢去找寻自己的惊喜吧 2、CV Datasets on the web 这里主要有检测、分类、识别、追踪(tracking)、分割、显著性检测、视频监测……内容特别丰富，强烈推荐！ 3、FIR Sequence. Pedestrian Dataset 里面又有好几种数据库可以下载：CVC Virtual Pedestrian Dataset、CVC-01Pedestrian Dataset、CVC-02 PedestrianDataset一直到09的都有。 4、Penn-Fudan Database for Pedestrian Detection and Segmentation 用于行人检测的数据库，里面的图片都取材于校园和城市街区，每一幅图片至少有一个行人。 5、Caltech Pedestrian Detection Benchmark The Caltech Pedestrian Dataset consists of approximately10 hours of 640x480 30Hz video taken from a vehicle driving through regulartraffic in an urban environment. About 250,000 frames (in 137 approximatelyminute long segments) with a total of 350,000 bounding boxes and 2300 uniquepedestrians were annotated. The annotation includes temporal correspondencebetween bounding boxes and detailed occlusion labels. More information can befound in ourPAMI2012 and CVPR2009 benchmarking papers. 6、Actions as Space-Time Shapes 行为检测、识别、分类 7、INRIA Xmas Motion Acquisition Sequences 人行为识别，INRIA XMAX多视角视频库 8、Human Actions and Scenes Dataset Hollywood 人体行为库 9、Olympic Sports Dataset The Olympic Sports Dataset contains videos of athletes practicing different sports. We have obtained all video sequences from YouTube and annotated their class label with the help of Amazon Mechanical Turk. 10、Computer-assisted prescreening of video streams for unusual activities 11、Propagation Networks for Recognizing Partially Ordered Sequential Activity 12、生物识别与安全技术研究中心 虹膜库数据、掌纹数据库、步态数据库、笔迹数据库 13、中文语言资源联盟 更多数据库请参考以下网址： 参考资料： 一些常用的图像数据库 视频中行为识别公开数据库汇总