{"page":"52-62","title":"Group-valued regularization for analysis of articulated motion","day":"31","status":"public","language":[{"iso":"eng"}],"conference":{"name":"ECCV: European Conference on Computer Vision","location":"Florence, Italy","start_date":"2012-10-07","end_date":"2012-10-13"},"_id":"18348","abstract":[{"text":"We present a novel method for estimation of articulated motion in depth scans. The method is based on a framework for regularization of vector- and matrix- valued functions on parametric surfaces.\r\n\r\nWe extend augmented-Lagrangian total variation regularization to smooth rigid motion cues on the scanned 3D surface obtained from a range scanner. We demonstrate the resulting smoothed motion maps to be a powerful tool in articulated scene understanding, providing a basis for rigid parts segmentation, with little prior assumptions on the scene, despite the noisy depth measurements that often appear in commodity depth scanners.","lang":"eng"}],"type":"conference","date_updated":"2025-01-16T12:29:07Z","intvolume":"      7583","volume":7583,"publication_identifier":{"isbn":["9783642338625"],"issn":["0302-9743"],"eisbn":["9783642338632"],"eissn":["1611-3349"]},"date_created":"2024-10-15T11:20:54Z","publication_status":"published","extern":"1","issue":"Part 1","alternative_title":["LNCS"],"user_id":"3E5EF7F0-F248-11E8-B48F-1D18A9856A87","publisher":"Springer Nature","publication":"Computer Vision, ECCV 2012 - Workshops and Demonstrations","citation":{"chicago":"Rosman, Guy, Alex M. Bronstein, Michael M. Bronstein, Xue-Cheng Tai, and Ron Kimmel. “Group-Valued Regularization for Analysis of Articulated Motion.” In <i>Computer Vision, ECCV 2012 - Workshops and Demonstrations</i>, 7583:52–62. Springer Nature, 2012. <a href=\"https://doi.org/10.1007/978-3-642-33863-2_6\">https://doi.org/10.1007/978-3-642-33863-2_6</a>.","mla":"Rosman, Guy, et al. “Group-Valued Regularization for Analysis of Articulated Motion.” <i>Computer Vision, ECCV 2012 - Workshops and Demonstrations</i>, vol. 7583, no. Part 1, Springer Nature, 2012, pp. 52–62, doi:<a href=\"https://doi.org/10.1007/978-3-642-33863-2_6\">10.1007/978-3-642-33863-2_6</a>.","ieee":"G. Rosman, A. M. Bronstein, M. M. Bronstein, X.-C. Tai, and R. Kimmel, “Group-valued regularization for analysis of articulated motion,” in <i>Computer Vision, ECCV 2012 - Workshops and Demonstrations</i>, Florence, Italy, 2012, vol. 7583, no. Part 1, pp. 52–62.","short":"G. Rosman, A.M. Bronstein, M.M. Bronstein, X.-C. Tai, R. Kimmel, in:, Computer Vision, ECCV 2012 - Workshops and Demonstrations, Springer Nature, 2012, pp. 52–62.","ama":"Rosman G, Bronstein AM, Bronstein MM, Tai X-C, Kimmel R. Group-valued regularization for analysis of articulated motion. In: <i>Computer Vision, ECCV 2012 - Workshops and Demonstrations</i>. Vol 7583. Springer Nature; 2012:52-62. doi:<a href=\"https://doi.org/10.1007/978-3-642-33863-2_6\">10.1007/978-3-642-33863-2_6</a>","ista":"Rosman G, Bronstein AM, Bronstein MM, Tai X-C, Kimmel R. 2012. Group-valued regularization for analysis of articulated motion. Computer Vision, ECCV 2012 - Workshops and Demonstrations. ECCV: European Conference on Computer Vision, LNCS, vol. 7583, 52–62.","apa":"Rosman, G., Bronstein, A. M., Bronstein, M. M., Tai, X.-C., &#38; Kimmel, R. (2012). Group-valued regularization for analysis of articulated motion. In <i>Computer Vision, ECCV 2012 - Workshops and Demonstrations</i> (Vol. 7583, pp. 52–62). Florence, Italy: Springer Nature. <a href=\"https://doi.org/10.1007/978-3-642-33863-2_6\">https://doi.org/10.1007/978-3-642-33863-2_6</a>"},"date_published":"2012-08-31T00:00:00Z","author":[{"full_name":"Rosman, Guy","first_name":"Guy","last_name":"Rosman"},{"first_name":"Alexander","last_name":"Bronstein","orcid":"0000-0001-9699-8730","full_name":"Bronstein, Alexander","id":"58f3726e-7cba-11ef-ad8b-e6e8cb3904e6"},{"full_name":"Bronstein, Michael M.","last_name":"Bronstein","first_name":"Michael M."},{"full_name":"Tai, Xue-Cheng","first_name":"Xue-Cheng","last_name":"Tai"},{"full_name":"Kimmel, Ron","first_name":"Ron","last_name":"Kimmel"}],"month":"08","quality_controlled":"1","doi":"10.1007/978-3-642-33863-2_6","oa_version":"None","year":"2012","article_processing_charge":"No","scopus_import":"1"}