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Description

The Educational Resource Centre (ERCe) dataset was collected from a publicly accessible webcam deployed on a university campus across about 2 months for semantic event based video synopsis research. This dataset can be exploited for other computer vision tasks, such as video classification, annotation or clustering.Stream length: a total of 438 folders, each containing 3200 framesFrame size: 480x640Frame rate: ~5 HzThe dataset is intended for research purposes only and as such cannot be used commercially.Related Publications:X. Zhu, C. C. Loy, S. Gong "Constructing Robust Affinity Graphs for Spectral Clustering" in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2014(CVPR) (PDF)X. Zhu, C. C. Loy, andS. Gong "Video Synopsis by Heterogeneous Multi-Source Correlation" in Proceedings of IEEE International Conference on Computer Vision, pp. 81-88, 2013(ICCV) (PDF)

Related Papers

• X. Zhu, C. C. Loy, and S. Gong "Video Synopsis by Heterogeneous Multi-Source Correlation" in Proceedings of IEEE International Conference on Computer Vision, pp. 81-88, 2013 (ICCV) (PDF) [link]
• X. Zhu, C. C. Loy, S. Gong "Constructing Robust Affinity Graphs for Spectral Clustering" in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2014 (CVPR) (PDF) [link]