1. PETS2001的測試視頻
http://www.filewatcher.com/b/ftp/ftp.cs.rdg.ac.uk/pub/PETS2001.0.0.html
內容如下,可以得到如下所示5個DATASET,有訓練和測試視頻:
2. 陰影
檢測(Shadow Detection)測試視頻及CVPR-ATON 陰影檢測相關
論文http://cvrr.ucsd.edu/aton/shadow/ 在下面原始movie可以
下載到:Highway、Campus、Laboratory、Intelligent Room,這些視頻。
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", International Conference 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
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3. IBM人類
視覺研究中心監視
系統性能評價提供的視頻
http://www.research.ibm.com/peoplevision/performanceevaluation.html這個你看了一定欣喜若狂,一大票的視頻,任你選擇,不用再發愁找不到視頻了!
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 become more complex and 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:
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refer to:
http://www.ilovematlab.cn/viewthread.php?tid=41981&page=1&fromuid=153920#pid382112