The MPEG-7 color layout descriptor: a compact image feature description for high-speed image/video segment retrieval
暂无分享,去创建一个
This paper proposes a color feature description for image and video retrieving applications such as personal video recorder, which manages a large amount of data. This descriptor specifies the spatial distribution of colors with a few nonlinear quantized DCT coefficients of grid based average colors. The tradeoff between the number of the coefficients enclosed in the descriptor and retrieval cost is studied. The experimental results show that the descriptor enclosing six for luminance and three for each chrominance coefficient achieves the best trade-off between the storage cost and retrieval efficiency. It requires 6 bits for DC and 5 bits for AC coefficients, and therefore total storage cost is just 63 bits per image. This description, named color layout descriptor, has been accepted as a part of the MPEG-7 final committee draft.
[1] K. Maeno,et al. WebSync: a system for synchronization of analog sequential media and WWW , 1997, Proceedings of International Conference on Protocols for Multimedia Systems - Multimedia Networking.
[2] Akio Nagasaka,et al. A quick scene classification method based on compact encoding of video feature sequence , 2000 .
[3] Sethuraman Panchanathan,et al. Review of Image and Video Indexing Techniques , 1997, J. Vis. Commun. Image Represent..