ISPA 2001 Proceedings of the 2nd International Symposium on Image and Signal Processing and Analysis In conjunction with 23rd International Conference on Information Technology Interfaces (IEEE Cat No01EX480)
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摘要
An object-based wavelet-based video codec has been designed and implemented. The codec takes a colour video sequence of arbitrary size as input and performs intra-frame object-based compression on the sequence. Video sequences are segmented using an optic flow-based algorithm, before being transformed with a symmetrical wavelet transform, prior to Lloyd-Max quantisation and entropy encoding. A video codec quality analyser (CQA) is used to assess the subjective quality of the coded stream with respect to the uncoded one in order to provide a single quality measure that correlates with a subjective assessment of the data. Experiments using standard test sequences show that a higher compression ratio is achieved than obtainable using a similar non-object-based codec, at the same quality level.
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关键词
data compression,image colour analysis,image segmentation,image sequences,transform coding,video coding,wavelet transforms,CQA,colour video sequence,intra-frame video coding,object-based compression,object-based video coding,optic flow,quality analyser,subjective quality,symmetrical wavelet transform,video sequence segmentation,wavelet video coding