Rate-distortion based selective decoding for pixel-domain distributed video coding
This paper presents a rate-distortion based selective decoding for pixel-domain distributed video compression (DVC) system. In the proposed system, the Wyner-Ziv frames are divided into several sub-images. Each of these sub-images is encoded and decoded independently. At the decoder, the rate-distor...
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creator | Wei-Jung Chien Karam, L.J. Abousleman, G.P. |
description | This paper presents a rate-distortion based selective decoding for pixel-domain distributed video compression (DVC) system. In the proposed system, the Wyner-Ziv frames are divided into several sub-images. Each of these sub-images is encoded and decoded independently. At the decoder, the rate-distortion ratio is estimated for each bitplane of the sub-images. Only the bitplanes with high rate-distortion ratios are Turbo decoded. A minimum-distance symbol reconstruction is proposed to estimate the rest of the bitplanes by using the side information and Turbo-decoded bitplanes. More accurate placement of the parity bits results in an improved system performance, especially for video sequences with a relatively large static background. Coding results and comparison with existing DVC schemes and with H.264 interframe coding are presented to illustrate the performance of the proposed system. |
doi_str_mv | 10.1109/ICIP.2008.4711959 |
format | Conference Proceeding |
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In the proposed system, the Wyner-Ziv frames are divided into several sub-images. Each of these sub-images is encoded and decoded independently. At the decoder, the rate-distortion ratio is estimated for each bitplane of the sub-images. Only the bitplanes with high rate-distortion ratios are Turbo decoded. A minimum-distance symbol reconstruction is proposed to estimate the rest of the bitplanes by using the side information and Turbo-decoded bitplanes. More accurate placement of the parity bits results in an improved system performance, especially for video sequences with a relatively large static background. 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In the proposed system, the Wyner-Ziv frames are divided into several sub-images. Each of these sub-images is encoded and decoded independently. At the decoder, the rate-distortion ratio is estimated for each bitplane of the sub-images. Only the bitplanes with high rate-distortion ratios are Turbo decoded. A minimum-distance symbol reconstruction is proposed to estimate the rest of the bitplanes by using the side information and Turbo-decoded bitplanes. More accurate placement of the parity bits results in an improved system performance, especially for video sequences with a relatively large static background. Coding results and comparison with existing DVC schemes and with H.264 interframe coding are presented to illustrate the performance of the proposed system.</description><subject>Buffer storage</subject><subject>Codecs</subject><subject>Cyclic redundancy check</subject><subject>Decoding</subject><subject>Discrete cosine transforms</subject><subject>Distributed video coding</subject><subject>Rate distortion</subject><subject>Turbo codes</subject><subject>Video coding</subject><subject>Video compression</subject><subject>Video sequences</subject><subject>Wyner-Ziv coding</subject><issn>1522-4880</issn><issn>2381-8549</issn><isbn>9781424417650</isbn><isbn>1424417651</isbn><isbn>9781424417643</isbn><isbn>1424417643</isbn><fulltext>true</fulltext><rsrctype>conference_proceeding</rsrctype><creationdate>2008</creationdate><recordtype>conference_proceeding</recordtype><sourceid>6IE</sourceid><sourceid>RIE</sourceid><recordid>eNpVkMtOwzAURM1LIpR-AGLjH3Dx9SOxlyjiEakSqIJ1ZefeIKM0qZJQwd9T1G5YjTRzZhbD2A3IBYD0d1VZvS6UlG5hCgBv_Qmb-8KBUcZAkRt9yjKlHQhnjT_7l1l5zjKwSgnjnLxkV-P4KaWSoCFjq1WYSGAap36YUt_xGEZCPlJL9ZR2xJHqHlP3wZt-4Nv0Ta3AfhNSx_9KQ4pf057fJaSeH8hrdtGEdqT5UWfs_fHhrXwWy5enqrxfigSFnYTOydYGAyqM2qExXnvlpLUKc583tVROhzyg1tHaWHiEaHXj904eSWKhZ-z2sJuIaL0d0iYMP-vjPfoXGJhVYw</recordid><startdate>200810</startdate><enddate>200810</enddate><creator>Wei-Jung Chien</creator><creator>Karam, L.J.</creator><creator>Abousleman, G.P.</creator><general>IEEE</general><scope>6IE</scope><scope>6IH</scope><scope>CBEJK</scope><scope>RIE</scope><scope>RIO</scope></search><sort><creationdate>200810</creationdate><title>Rate-distortion based selective decoding for pixel-domain distributed video coding</title><author>Wei-Jung Chien ; Karam, L.J. ; Abousleman, G.P.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-i175t-36e5c4dad2db38d44939280552d696fc0283a6ad33b55b79d1b53f96ad6be0d73</frbrgroupid><rsrctype>conference_proceedings</rsrctype><prefilter>conference_proceedings</prefilter><language>eng</language><creationdate>2008</creationdate><topic>Buffer storage</topic><topic>Codecs</topic><topic>Cyclic redundancy check</topic><topic>Decoding</topic><topic>Discrete cosine transforms</topic><topic>Distributed video coding</topic><topic>Rate distortion</topic><topic>Turbo codes</topic><topic>Video coding</topic><topic>Video compression</topic><topic>Video sequences</topic><topic>Wyner-Ziv coding</topic><toplevel>online_resources</toplevel><creatorcontrib>Wei-Jung Chien</creatorcontrib><creatorcontrib>Karam, L.J.</creatorcontrib><creatorcontrib>Abousleman, G.P.</creatorcontrib><collection>IEEE Electronic Library (IEL) Conference Proceedings</collection><collection>IEEE Proceedings Order Plan (POP) 1998-present by volume</collection><collection>IEEE Xplore All Conference Proceedings</collection><collection>IEEE Electronic Library (IEL)</collection><collection>IEEE Proceedings Order Plans (POP) 1998-present</collection></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Wei-Jung Chien</au><au>Karam, L.J.</au><au>Abousleman, G.P.</au><format>book</format><genre>proceeding</genre><ristype>CONF</ristype><atitle>Rate-distortion based selective decoding for pixel-domain distributed video coding</atitle><btitle>2008 15th IEEE International Conference on Image Processing</btitle><stitle>ICIP</stitle><date>2008-10</date><risdate>2008</risdate><spage>1132</spage><epage>1135</epage><pages>1132-1135</pages><issn>1522-4880</issn><eissn>2381-8549</eissn><isbn>9781424417650</isbn><isbn>1424417651</isbn><eisbn>9781424417643</eisbn><eisbn>1424417643</eisbn><abstract>This paper presents a rate-distortion based selective decoding for pixel-domain distributed video compression (DVC) system. In the proposed system, the Wyner-Ziv frames are divided into several sub-images. Each of these sub-images is encoded and decoded independently. At the decoder, the rate-distortion ratio is estimated for each bitplane of the sub-images. Only the bitplanes with high rate-distortion ratios are Turbo decoded. A minimum-distance symbol reconstruction is proposed to estimate the rest of the bitplanes by using the side information and Turbo-decoded bitplanes. More accurate placement of the parity bits results in an improved system performance, especially for video sequences with a relatively large static background. Coding results and comparison with existing DVC schemes and with H.264 interframe coding are presented to illustrate the performance of the proposed system.</abstract><pub>IEEE</pub><doi>10.1109/ICIP.2008.4711959</doi><tpages>4</tpages></addata></record> |
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ispartof | 2008 15th IEEE International Conference on Image Processing, 2008, p.1132-1135 |
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language | eng |
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source | IEEE Electronic Library (IEL) Conference Proceedings |
subjects | Buffer storage Codecs Cyclic redundancy check Decoding Discrete cosine transforms Distributed video coding Rate distortion Turbo codes Video coding Video compression Video sequences Wyner-Ziv coding |
title | Rate-distortion based selective decoding for pixel-domain distributed video coding |
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