Title :
Object-based intra-frame wavelet video coding
Author :
Morris, T. ; Britch, D.
Author_Institution :
Dept. of Comput., Univ. of Manchester Inst. of Sci. & Technol., UK
Abstract :
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
Keywords :
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; Code standards; Encoding; Entropy; Quantization; Streaming media; Testing; Video codecs; Video coding; Video sequences; Wavelet transforms;
Conference_Titel :
Image and Signal Processing and Analysis, 2001. ISPA 2001. Proceedings of the 2nd International Symposium on
Conference_Location :
Pula
Print_ISBN :
953-96769-4-0
DOI :
10.1109/ISPA.2001.938698