videoInfringement

We are designing efficient schemes to detect illegal copies of videos using the cloud computing platform.

People

• Mohamed Hefeeda

• Cameron Harvey (MSc student)

• Naghmeh Khodabakhshi (MSc student)

On-going Research Problems

• Copy Detection: Notes (Login Required)

References and Links

Papers/Tools Related to Video Copy Detection

• Liu, et al., Effective and scalable video copy detection, ACM MIR 2010. (Uses SIFT feature on keyframes. Uses LSH on the features and some heuristics to improve performance.)

• Roth el al., A Simple but Effective Approach to Video Copy Detection, in Proc. of Canadian Conference on Computer and Robot Vision (CRV), 2010. (Uses the count of the SURF features in each frame.)

• Poullot, et al., Scaling Content Based Video Copy Detection to very Large Databases, Multimedia Tools and Applications, vol 427, pp. 279-306, 2010. (Presents long background. Uses some *local* features on keyframes and Z-curves to find similar video copies. Tests with large scale video database)

• Chih-Yi, et al., A Novel Video Matching Framework for Copy Detection, The 21th IPPR Conference on Computer Vision, Graphics, and Image Processing, Yilan, Taiwan, Aug. 24-26, 2008. (Content Based Copy Detection using a variable length sliding window and adaptive thresholding.)

• Spatio-temporal features

• Malekesmaeili et. al. Video Copy Detection Using Temporally Informative Representative Images Proceedings of the 2009 International Conference on Machine Learning and Applications

Papers/Tools Related to Cloud Computing

• Hadoop: an open-source software for distributed computing. Employs MapReduce approach.

• WestGrid: a high performance computing (HPC) infrastructure. Lots of computing and storage resources. We have access to it.

Tools Related to Video Processing

• VideoProcessingTools