A user collects the motion target detection, the shadow detection standard test video
http://blog.csdn.net/sunbaigui/article/details/6363390
A very authoritative change detection detection video set with nearly 20 main algorithms running on this test set and the Roc,pra curve
http://changedetection.net/
VIVID Tracking Evaluation Web Site
Http://vision.cse.psu.edu/data/vividEval/datasets/datasets.html
Cvpapers data sets, including face detection, face recognition, cat face detection, pedestrian detection, significance testing and other Test Atlas, as well as target segmentation, target tracking, pre-background separation algorithm test video
Http://www.cvpapers.com/datasets.html
CV Database Daquan
http://datasets.visionbib.com/
http://clickdamage.com/sourcecode/cv_datasets.php
Jiuzhou University Database
Http://limu.ait.kyushu-u.ac.jp/dataset/en/index.html
Florida University Database with some open source code for target detection
http://vision.eecs.ucf.edu/projects/Turbulence/
Wallflower Database
Http://research.microsoft.com/en-us/um/people/jckrumm/wallflower/testimages.htm
I've collected some targets. Detect, track, and identify standard test video sets and image databases