Title :
Coding of details in very low bit-rate video systems
Author :
Casas, Josep R. ; Torres, Luis
Author_Institution :
Dept. of Signal Theory & Commun., Univ. Politecnica de Catalunya, Barcelona, Spain
fDate :
6/1/1994 12:00:00 AM
Abstract :
In this paper, the importance of including small image features at the initial levels of a progressive second generation video coding scheme is presented. It is shown that a number of meaningful small features called details should be coded, even at very low data bit-rates, in order to match their perceptual significance to the human visual system. We propose a method for extracting, perceptually selecting and coding of visual details in a video sequence using morphological techniques. Its application in the framework of a multiresolution segmentation-based coding algorithm yields better results than pure segmentation techniques at higher compression ratios, if the selection step fits some main subjective requirements. Details are extracted and coded separately from the region structure and included in the reconstructed images in a later stage. The bet of considering the local background of a given detail for its perceptual selection breaks the concept of “partition” in the segmentation scheme. As long as details are not considered as adjacent regions but isolated features spread over the image, “detail coding” can be seen as one step towards the so called feature-based video coding techniques
Keywords :
image coding; image segmentation; image sequences; mathematical morphology; video signals; compression ratios; feature-based video coding; human visual system; image features; morphological techniques; multiresolution segmentation coding algorithm; progressive transmission; reconstructed images; very low bit-rate video systems; video coding; video sequence; visual details coding; Data mining; Humans; Image coding; Image converters; Image reconstruction; Image segmentation; Layout; Video coding; Video sequences; Visual system;
Journal_Title :
Circuits and Systems for Video Technology, IEEE Transactions on