{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2022,12,23]],"date-time":"2022-12-23T13:27:30Z","timestamp":1671802050955},"reference-count":30,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2014,9,13]],"date-time":"2014-09-13T00:00:00Z","timestamp":1410566400000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/2.0"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["J Image Video Proc"],"published-print":{"date-parts":[[2014,12]]},"abstract":"<jats:title>Abstract<\/jats:title>\n          <jats:p>Conventional end-to-end distortion models for videos measure the overall distortion based on independent estimations of the source distortion and the channel distortion. However, they are not correlating well with the perceptual characteristics where there is a strong inter-relationship among the source distortion, the channel distortion, and the video content. As most compressed videos are represented to human users, perception-based end-to-end distortion model should be developed for error-resilient video coding. In this paper, we propose a structural similarity (SSIM)-based end-to-end distortion model to optimally estimate the content-dependent perceptual distortion due to quantization, error concealment, and error propagation. Experiments show that the proposed model brings a better visual quality for H.264\/AVC video coding over packet-switched networks.<\/jats:p>","DOI":"10.1186\/1687-5281-2014-45","type":"journal-article","created":{"date-parts":[[2014,9,13]],"date-time":"2014-09-13T23:00:58Z","timestamp":1410649258000},"update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["Modeling of SSIM-based end-to-end distortion for error-resilient video coding"],"prefix":"10.1186","volume":"2014","author":[{"given":"Qiang","family":"Peng","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Lei","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiao","family":"Wu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Qionghua","family":"Wang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2014,9,13]]},"reference":[{"key":"156_CR1","doi-asserted-by":"publisher","first-page":"645","DOI":"10.1109\/TCSVT.2003.814966","volume":"13","author":"S Wenger","year":"2003","unstructured":"Wenger S: H.264\/AVC over IP. IEEE Transact Circ Syst Video Technol 2003, 13: 645-656. 10.1109\/TCSVT.2003.814966","journal-title":"IEEE Transact Circ Syst Video Technol"},{"key":"156_CR2","doi-asserted-by":"publisher","first-page":"511","DOI":"10.1109\/TCSVT.2002.800313","volume":"12","author":"ZH He","year":"2002","unstructured":"He ZH, Cai JF, Chen CW: Joint source channel rate-distortion analysis for adaptive mode selection and rate control in wireless video coding. IEEE Transact Circ Syst Video Technol 2002, 12: 511-523. 10.1109\/TCSVT.2002.800313","journal-title":"IEEE Transact Circ Syst Video Technol"},{"key":"156_CR3","doi-asserted-by":"publisher","first-page":"966","DOI":"10.1109\/49.848250","volume":"18","author":"R Zhang","year":"2000","unstructured":"Zhang R, Regunathan SL, Rose K: Video coding with optimal inter\/intra-mode switching for packet loss resilience. IEEE J Selected Areas Commun 2000, 18: 966-976.","journal-title":"IEEE J Selected Areas Commun"},{"key":"156_CR4","doi-asserted-by":"publisher","first-page":"157","DOI":"10.1016\/S0923-5965(02)00128-5","volume":"18","author":"XK Yang","year":"2003","unstructured":"Yang XK, Zhu C, Li ZG, Lin X, Feng GN, Wu S, Ling N: Unequal loss protection for robust transmission of motion compensated video over the Internet. Signal Process. Image Commun. 2003, 18: 157-167. 10.1016\/S0923-5965(02)00128-5","journal-title":"Signal Process. Image Commun"},{"key":"156_CR5","doi-asserted-by":"publisher","first-page":"116","DOI":"10.1016\/j.image.2007.12.002","volume":"23","author":"CY Zhang","year":"2008","unstructured":"Zhang CY, Yang H, Yu SY, Yang XK: GOP-level transmission distortion modeling for mobile streaming video. Signal Process. Image Commun. 2008, 23: 116-126. 10.1016\/j.image.2007.12.002","journal-title":"Signal Process. Image Commun"},{"key":"156_CR6","doi-asserted-by":"publisher","first-page":"716","DOI":"10.1109\/TCSVT.2006.875203","volume":"16","author":"Y Wang","year":"2006","unstructured":"Wang Y, Wu ZY, Boyce JM: Modeling of transmission-loss-induced distortion in decoded video. IEEE Transact Circ Syst Video Technol 2006, 16: 716-732.","journal-title":"IEEE Transact Circ Syst Video Technol"},{"key":"156_CR7","doi-asserted-by":"publisher","first-page":"845","DOI":"10.1109\/TCSVT.2007.897116","volume":"17","author":"H Yang","year":"2007","unstructured":"Yang H, Rose K: Advances in recursive per-pixel end-to-end distortion estimation for robust video coding in H.264\/AVC. IEEE Transact Circ Syst Video Technol 2007, 17: 845-856.","journal-title":"IEEE Transact Circ Syst Video Technol"},{"key":"156_CR8","doi-asserted-by":"publisher","first-page":"445","DOI":"10.1109\/TMM.2006.887989","volume":"9","author":"Y Zhang","year":"2007","unstructured":"Zhang Y, Gao W, Lu Y, Huang Q, Zhao D: Joint source-channel rate-distortion optimization for H.264 video coding over error-prone networks. IEEE Transact Multimed 2007, 9: 445-454.","journal-title":"IEEE Transact Multimed"},{"key":"156_CR9","doi-asserted-by":"publisher","first-page":"108","DOI":"10.1109\/TIP.2009.2032895","volume":"19","author":"H Yang","year":"2010","unstructured":"Yang H, Rose K: Optimizing motion compensated prediction for error resilient video coding. EURASIP J Image Video Process 2010, 19: 108-118.","journal-title":"EURASIP J Image Video Process"},{"key":"156_CR10","volume-title":"EURASIP J Image Video Process","author":"JM Xiao","year":"2011","unstructured":"Xiao JM, Tillo T, Lin CY, Zhao Y: Joint redundant motion vector and intra macroblock refreshment for video transmission. EURASIP J Image Video Process 2011., 12: doi: 10.1186\/1687-5281-2011-12"},{"key":"156_CR11","doi-asserted-by":"publisher","first-page":"1648","DOI":"10.1109\/TMM.2008.2007324","volume":"10","author":"YX Zhang","year":"2008","unstructured":"Zhang YX, Zhu C, Yap KH: A joint source-channel video coding scheme based on distributed source coding. IEEE Transact Multimed 2008, 10: 1648-1656.","journal-title":"IEEE Transact Multimed"},{"key":"156_CR12","doi-asserted-by":"publisher","first-page":"1679","DOI":"10.1109\/TCSVT.2011.2133390","volume":"21","author":"Y Zhou","year":"2011","unstructured":"Zhou Y, Hou CP, Xiang W, Wu F: Channel distortion modeling for multi-view video transmission over packet-switched networks. IEEE Transact Circ Syst Video Technol 2011, 21: 1679-1692.","journal-title":"IEEE Transact Circ Syst Video Technol"},{"key":"156_CR13","doi-asserted-by":"publisher","first-page":"1298","DOI":"10.1109\/TMM.2012.2194274","volume":"14","author":"JM Xiao","year":"2012","unstructured":"Xiao JM, Tillo T, Lin CY, Zhao Y: Dynamic sub-GOP forward error correction code for real-time video applications. IEEE Transact Multimed 2012, 14: 1298-1308.","journal-title":"IEEE Transact Multimed"},{"key":"156_CR14","doi-asserted-by":"publisher","first-page":"481","DOI":"10.1109\/TBC.2010.2058371","volume":"56","author":"Z Xue","year":"2010","unstructured":"Xue Z, Loo KK, Cosmas J, Tun M, Yip PY: Error-resilient scheme for wavelet video coding using automatic ROI detection and Wyner-Ziv coding over packet erasure channel. IEEE Transact Broadcast 2010, 56: 481-493.","journal-title":"IEEE Transact Broadcast"},{"key":"156_CR15","first-page":"472","volume-title":"Proceedings of the IEEE International Conference on Industrial Information Systems (ICIIS)","author":"MB Dissanayake","year":"2011","unstructured":"Dissanayake MB, Worrall S, Fernando WAC: Error resilience for multi-view video using redundant macroblock coding. In Proceedings of the IEEE International Conference on Industrial Information Systems (ICIIS). University of Peradeniya, Kandy; 2011:472-476."},{"key":"156_CR16","first-page":"117","volume-title":"Proceedings of the Pacific-Rim Conference on Multimedia (PCM)","author":"YX Wang","year":"2012","unstructured":"Wang YX, Zhang Y, Lu R, Cosman PC: SSIM-Based End-to-End Distortion Modeling for H.264 Video Coding. In Proceedings of the Pacific-Rim Conference on Multimedia (PCM). Singapore; 2012:117-128."},{"key":"156_CR17","doi-asserted-by":"publisher","first-page":"1147","DOI":"10.1049\/el.2013.1951","volume":"49","author":"YJ Kwon","year":"2013","unstructured":"Kwon YJ, Lee J-S: Parametric estimation of structural similarity degradation for video transmission over error-prone networks. Electron. Lett. 2013, 49: 1147-1148. 10.1049\/el.2013.1951","journal-title":"Electron. Lett"},{"key":"156_CR18","first-page":"263","volume-title":"Proceedings of the Pacific-Rim Conference on Multimedia (PCM)","author":"L Zhang","year":"2012","unstructured":"Zhang L, Peng Q, Wu X: SSIM-based Error-resilient video coding over packet-switched. In Proceedings of the Pacific-Rim Conference on Multimedia (PCM). Singapore; 2012:263-272."},{"key":"156_CR19","doi-asserted-by":"publisher","first-page":"303","DOI":"10.1016\/j.image.2013.12.004","volume":"29","author":"PH Zhao","year":"2014","unstructured":"Zhao PH, Liu YW, Liu JX, Li S, Yao RX: SSIM-based error-resilient rate-distortion optimization of H.264\/AVC video coding for wireless streaming. Signal Process. Image Commun. 2014, 29: 303-315. 10.1016\/j.image.2013.12.004","journal-title":"Signal Process. Image Commun"},{"key":"156_CR20","first-page":"307","volume-title":"Proceedings of the International Conference on Multimedia Modeling (MMM)","author":"L Zhang","year":"2013","unstructured":"Zhang L, Peng Q, Wu X: SSIM-based end-to-end distortion model for error resilient video coding over packet-switched networks. In Proceedings of the International Conference on Multimedia Modeling (MMM). Huangshan; 2013:307-317."},{"key":"156_CR21","doi-asserted-by":"publisher","first-page":"1427","DOI":"10.1109\/TIP.2010.2042111","volume":"19","author":"K Seshadrinathan","year":"2010","unstructured":"Seshadrinathan K, Soundararajan R, Bovik AC, Cormack LK: Study of subjective and objective quality assessment of video. IEEE Transact Image Process 2010, 19: 1427-1441.","journal-title":"IEEE Transact Image Process"},{"key":"156_CR22","unstructured":"Live Video Quality Database. 2012. http:\/\/www.utexas.edu\/ece\/research\/live\/vqdatabase\/"},{"key":"156_CR23","doi-asserted-by":"publisher","first-page":"600","DOI":"10.1109\/TIP.2003.819861","volume":"13","author":"Z Wang","year":"2004","unstructured":"Wang Z, Bovik AC, Sheikh HR, Simoncelli EP: Image quality assessment: from error visibility to structural similarity. IEEE Transact Image Process 2004, 13: 600-612. 10.1109\/TIP.2003.819861","journal-title":"IEEE Transact Image Process"},{"key":"156_CR24","doi-asserted-by":"publisher","first-page":"297","DOI":"10.1016\/j.jvcir.2011.01.005","volume":"22","author":"WS Lin","year":"2011","unstructured":"Lin WS, Kuo CCJ: Perceptual visual quality metrics: a survey. J Visual Commun Image Represent 2011, 22: 297-312. 10.1016\/j.jvcir.2011.01.005","journal-title":"J Visual Commun Image Represent"},{"key":"156_CR25","doi-asserted-by":"publisher","first-page":"1661","DOI":"10.1109\/83.869177","volume":"9","author":"E Lam","year":"2000","unstructured":"Lam E, Goodman J: A mathematic analysis of the DCT coefficient distribution for images. IEEE Transact Image Process 2000, 9: 1661-1666. 10.1109\/83.869177","journal-title":"IEEE Transact Image Process"},{"key":"156_CR26","first-page":"85","volume-title":"Proceedings of the IEEE International Conference on Multimedia and Expo (ICME)","author":"TW Yang","year":"2012","unstructured":"Yang TW, Zhu C, Fan XJ, Peng Q: Source distortion temporal propagation model for motion compensated video coding optimization. In Proceedings of the IEEE International Conference on Multimedia and Expo (ICME). Melbourne; 2012:85-90."},{"key":"156_CR27","unstructured":"Xiph.org Video Test Media. 2010. http:\/\/media.xiph.org\/video\/derf\/"},{"key":"156_CR28","doi-asserted-by":"publisher","first-page":"682","DOI":"10.1109\/TCSVT.2011.2129890","volume":"21","author":"TS Ou","year":"2011","unstructured":"Ou TS, Huang YH, Chen HH: SSIM-based perceptual rate control for video coding. IEEE Transact Circ Syst Video Technol 2011, 21: 682-691.","journal-title":"IEEE Transact Circ Syst Video Technol"},{"key":"156_CR29","first-page":"542","volume-title":"Proceedings of the IEEE International Conference on Image Processing (ICIP)","author":"T Wiegand","year":"2001","unstructured":"Wiegand T, Girod B: Lagrange multiplier selection in hybrid video coder control. In Proceedings of the IEEE International Conference on Image Processing (ICIP). Thessaloniki, Thessaloniki; 2001:542-545."},{"key":"156_CR30","unstructured":"JVT Reference Software. 2011. http:\/\/iphome.hhi.de\/suehring\/tml\/"}],"container-title":["EURASIP Journal on Image and Video Processing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1186\/1687-5281-2014-45.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1186\/1687-5281-2014-45\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1186\/1687-5281-2014-45.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,9,2]],"date-time":"2021-09-02T10:45:15Z","timestamp":1630579515000},"score":1,"resource":{"primary":{"URL":"https:\/\/jivp-eurasipjournals.springeropen.com\/articles\/10.1186\/1687-5281-2014-45"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014,9,13]]},"references-count":30,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2014,12]]}},"alternative-id":["156"],"URL":"https:\/\/doi.org\/10.1186\/1687-5281-2014-45","relation":{},"ISSN":["1687-5281"],"issn-type":[{"value":"1687-5281","type":"electronic"}],"subject":[],"published":{"date-parts":[[2014,9,13]]},"assertion":[{"value":"11 December 2013","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"25 August 2014","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"13 September 2014","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}],"article-number":"45"}}