1. PETS2001的测试视频
内容如下，可以得到如下所示5个DATASET，有训练和测试视频：
ftp://ftp.cs.rdg.ac.uk/pub/PETS2001/ direct
532 B 2001-07-25welcome.msg 5 mirrors
6 B 2006-10-24WWW 2 mirrors
532 B 2001-07-25PETS2001_README 2 mirrors
0 2001-12-11DoNotDownLoadThisFile 2 mirrors
[DIR]DATASET5/ direct 2 twin directories
[DIR]DATASET4/ direct 2 twin directories
[DIR]DATASET3/ direct 6 twin directories
[DIR]DATASET2/ direct 6 twin directories
[DIR]DATASET1/ direct 6 twin directories
0 2001-06-23.chunkdesc 2 mirrors
0 2001-06-23.bufferloc 2 mirrors
2. 阴影检测（Shadow Detection）测试视频及CVPR-ATON 阴影检测相关论文
http://cvrr.ucsd.edu/aton/shadow/
在下面原始movie可以下载到：Highway、Campus、Laboratory、Intelligent Room，这些视频。
Technical Papers
A. Prati, I. Mikic, M. Trivedi, R. Cucchiara, "Detecting Moving Shadows: Formulation, Algorithms and Evaluation" (Under Review June 2001) - Survey
I. Mikic, P. Cosman, G.. Kogut, M. Trivedi, "Moving Shadow and Object Detection in Traffic Scenes", I:260px;pnce on Pattern Recognition, September 2000, pp. 321-324 vol. 1
R. Cucchiara, C. Grana, M. Piccardi, A. Prati, "Detecting objects, shadows and ghosts in video streams by exploiting color and motion information", Appearing in Proceedings of 11th International Conference on Image Analysis and Processing (ICIAP 2001), September 2001.
M. Trivedi, I. Mikic, G. Kogut, "Distributed Video Networks for Incident Detection and Management", IEEE Conference on Intelligent Transportation Systems, Dearborn, Michigan, October 2000.
Testbed Data
Comparative Movies (Highway I, Intelligent Room - AVIs)
Raw Movies (Highway I, Highway II, Campus, Laboratory, Intelligent Room - AVIs)
Manually Segmented Images (Ground Truth - Zipped BMPs)
3. IBM人类视觉研究中心监视系统性能评价提供的视频
http://www.research.ibm.com/peoplevision/performanceevaluation.html
这个你看了一定欣喜若狂，一大票的视频，任你选择，不用再发愁找不到视频了！
Performance Evaluation of Surveillance Systems
Effectively evaluating the performance of moving object detection and tracking algorithms is in an important step towards attaining robust digital video surveillance systems with sufficient accuracy for practical applications. As systems be5�kc�j.6d achieve greater robustness, the ability to quantitatively assess performance is needed in order to continuously improve performance. To this end, we are providing video sequences and ground truth annotations for performance evaluation.
Ground Truth sequences have extension .pvann and are xml files.
An explanation of the ground truth procedure can be found in the
paper [1] .
Performance metrics and an evaluation of the IBM Smart Surveillance System can also be found in this publication.
1. Outdoor Sequences ( 4 videos from PET2001 with ground truth )
PetsD1TeC1.avi
PetsD1TeC1.pvann PetsD1TeC2.avi
PetsD1TeC2.pvann PetsD2TeC1.avi
PetsD2TeC1.pvann PetsD2TeC2.avi
PetsD2TeC2.pvann
2. Indoor Sequences (11 videoswith ground truth)
IndoorGTTest1.avi
IndoorGTTest1.pvann
IndoorGTTest2.avi
IndoorGTTest2.pvann
ThreePerson_Circles_Comp_0_Quad0.avi
ThreePerson_Circles_Comp_0_Quad0.pvann
ThreePerson_Circles_Comp_0_Quad2.avi
ThreePerson_Circles_Comp_0_Quad2.pvann
ThreePerson_Circles_Comp_0_Quad3.avi
ThreePerson_Circles_Comp_0_Quad3.pvann
ThreePerson_Together_Split_Comp_0_Quad0.avi
ThreePerson_Together_Split_Comp_0_Quad0.pvann
ThreePerson_Together_Split_Comp_0_Quad2.avi
ThreePerson_Together_Split_Comp_0_Quad2.pvann
ThreePerson_Together_Split_Comp_0_Quad3.avi
ThreePerson_Together_Split_Comp_0_Quad3.pvann
TwoPerson_Line_Circle_Comp_0_Quad0.avi
TwoPerson_Line_Circle_Comp_0_Quad0.pvann
TwoPerson_Line_Circle_Comp_0_Quad2.avi
TwoPerson_Line_Circle_Comp_0_Quad2.pvann
TwoPerson_Line_Circle_Comp_0_Quad3.avi
TwoPerson_Line_Circle_Comp_0_Quad3.pvann
[1] Performance Evaluation of Surveillance Systems Under Varying Conditions
Lisa M. Brown, Andrew W. Senior, Ying-li Tian, Jonathan Connell, Arun Hampapur, Chiao-fe Shu, Hans Merkl, and Max Lu
IEEE Int'l Workshop on Performance Evaluation of Tracking and Surveillance, Colorado
Jan., 2005 . PDF
Other Research Areas:
Robust Background Subtraction
Salient Motion Detection
Object Classification
2D Tracking
3D Multi-Persoculated Human Body Tracking
Active Head Tracking
Coarse Head Pose Estimation
Position Independent Absolute Head Pose Estimation
Face Cataloger
Video Privacy
Multi-scale Tracking & Index Browser
Real Time Alerts
Middleware for Large Scale Surveillance (MILS)