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Graph."],"published-print":{"date-parts":[[2009,12]]},"abstract":"<jats:p>\n            Temporal coherence is crucial in content-aware video retargeting. To date, this problem has been addressed by constraining temporally adjacent pixels to be transformed coherently. However, due to the\n            <jats:italic>motion-oblivious<\/jats:italic>\n            nature of this simple constraint, the retargeted videos often exhibit flickering or waving artifacts, especially when significant camera or object motions are involved. Since the feature correspondence across frames varies spatially with both camera and object motion,\n            <jats:italic>motion-aware<\/jats:italic>\n            treatment of features is required for video resizing. This motivated us to align consecutive frames by estimating interframe camera motion and to constrain relative positions in the aligned frames. To preserve object motion, we detect distinct moving areas of objects across multiple frames and constrain each of them to be resized consistently. We build a complete video resizing framework by incorporating our motion-aware constraints with an adaptation of the scale-and-stretch optimization recently proposed by Wang and colleagues. Our streaming implementation of the framework allows efficient resizing of long video sequences with low memory cost. Experiments demonstrate that our method produces spatiotemporally coherent retargeting results even for challenging examples with complex camera and object motion, which are difficult to handle with previous techniques.\n          <\/jats:p>","DOI":"10.1145\/1618452.1618473","type":"journal-article","created":{"date-parts":[[2009,12,8]],"date-time":"2009-12-08T20:53:14Z","timestamp":1260305594000},"page":"1-10","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":71,"title":["Motion-aware temporal coherence for video resizing"],"prefix":"10.1145","volume":"28","author":[{"given":"Yu-Shuen","family":"Wang","sequence":"first","affiliation":[{"name":"National Cheng-Kung University, Taiwan"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Hongbo","family":"Fu","sequence":"additional","affiliation":[{"name":"City University of Hong Kong"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Olga","family":"Sorkine","sequence":"additional","affiliation":[{"name":"New York University"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Tong-Yee","family":"Lee","sequence":"additional","affiliation":[{"name":"National Cheng-Kung University, Taiwan"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Hans-Peter","family":"Seidel","sequence":"additional","affiliation":[{"name":"MPI Informatik"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2009,12]]},"reference":[{"key":"e_1_2_2_1_1","doi-asserted-by":"publisher","DOI":"10.1145\/1276377.1276390"},{"key":"e_1_2_2_2_1","doi-asserted-by":"publisher","DOI":"10.1007\/s00530-003-0105-4"},{"key":"e_1_2_2_3_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-8659.2008.01326.x"},{"key":"e_1_2_2_4_1","volume-title":"CVPR '08","author":"Cho T. 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Scene detection in hollywood movies and tv shows . In CVPR '03 , vol. 2 , II-343--8. Rasheed, Z., and Shah, M. 2003. Scene detection in hollywood movies and tv shows. In CVPR '03, vol. 2, II-343--8."},{"key":"e_1_2_2_17_1","doi-asserted-by":"publisher","DOI":"10.1145\/1360612.1360615"},{"key":"e_1_2_2_18_1","doi-asserted-by":"publisher","DOI":"10.1145\/1531326.1531329"},{"key":"e_1_2_2_19_1","doi-asserted-by":"publisher","DOI":"10.1145\/1124772.1124886"},{"key":"e_1_2_2_20_1","doi-asserted-by":"publisher","DOI":"10.1145\/1149488.1149499"},{"key":"e_1_2_2_21_1","volume-title":"CVPR '08","author":"Simakov D.","unstructured":"Simakov , D. , Caspi , Y. , Shechtman , E. , and Irani , M . 2008. Summarizing visual data using bidirectional similarity . In CVPR '08 . Simakov, D., Caspi, Y., Shechtman, E., and Irani, M. 2008. Summarizing visual data using bidirectional similarity. 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