Article ID Journal Published Year Pages File Type
529454 Journal of Visual Communication and Image Representation 2013 7 Pages PDF
Abstract

A distributed video coding (DVC) system based on wavelet transform and set partition coding (SPC) is presented in this paper. Conventionally the significance map (sig-map) of SPC is not conducive to Slepian–Wolf (SW) coding, because of the difficulty of generating a side information sig-map and the sensitivity to decoding errors. The proposed DVC system utilizes a higher structured significance map, named progressive significance map (prog-sig-map), which structures the significance information into two parts: a high-level summation significance map (sum-sig-map) and a low-level complementary significance map (comp-sig-map). This prog-sig-map alleviates the above difficulties and thus makes part of the prog-sig-map (specifically, the fixed-length-coded comp-sig-map) suitable for SW coding. Simulation results are provided showing the improved rate-distortion performance of the DVC system even with a simple system configuration.

► SW (Slepian–Wolf) coding of fixed-length portion of new progressive significance map of SPIHT. ► Superior performance to all-intra coding and previous distributed video coding with SPIHT. ► Competitive performance to more complex state-of-the-art methods.

Related Topics
Physical Sciences and Engineering Computer Science Computer Vision and Pattern Recognition
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