{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,14]],"date-time":"2026-02-14T08:55:02Z","timestamp":1771059302334,"version":"3.50.1"},"reference-count":31,"publisher":"SAGE Publications","issue":"6","license":[{"start":{"date-parts":[[2019,6,1]],"date-time":"2019-06-01T00:00:00Z","timestamp":1559347200000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/journals.sagepub.com\/page\/policies\/text-and-data-mining-license"}],"funder":[{"DOI":"10.13039\/501100003725","name":"national research foundation of korea","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100003725","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["journals.sagepub.com"],"crossmark-restriction":true},"short-container-title":["International Journal of Distributed Sensor Networks"],"published-print":{"date-parts":[[2019,6]]},"abstract":"<jats:p> Movie data has a prominent role in the exponential growth of multimedia data over the Internet, and its analysis has become a hot topic with computer vision. The initial step towards movie analysis is scene segmentation. In this article, we investigated this problem through a novel intelligent Convolutional Neural Network (CNN) based three folded framework. The first fold segments the input movie into shots, the second fold detects objects in the segmented shots and the third fold performs object-based shots matching for detecting scene boundaries. Texture and shape features are fused for shots segmentation, and each shot is represented by a set of detected objects acquired from a light-weight CNN model. Finally, we apply set theory with the sliding window\u2013based approach to integrate the same shots to decide scene boundaries. The experimental evaluation indicates that our proposed approach outran the existing movie scene segmentation approaches. <\/jats:p>","DOI":"10.1177\/1550147719845277","type":"journal-article","created":{"date-parts":[[2019,6,26]],"date-time":"2019-06-26T06:31:09Z","timestamp":1561530669000},"page":"155014771984527","update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":25,"title":["Movie scene segmentation using object detection and set theory"],"prefix":"10.1177","volume":"15","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-8201-7372","authenticated-orcid":false,"given":"Ijaz Ul","family":"Haq","sequence":"first","affiliation":[{"name":"Intelligent Media Laboratory, Digital Contents Research Institute, Sejong University, Seoul, Republic of Korea"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Khan","family":"Muhammad","sequence":"additional","affiliation":[{"name":"Department of Software, Sejong University, Seoul, Republic of Korea"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tanveer","family":"Hussain","sequence":"additional","affiliation":[{"name":"Intelligent Media Laboratory, Digital Contents Research Institute, Sejong University, Seoul, Republic of Korea"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Soonil","family":"Kwon","sequence":"additional","affiliation":[{"name":"Department of Software, Sejong University, Seoul, Republic of Korea"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Maleerat","family":"Sodanil","sequence":"additional","affiliation":[{"name":"King Mongkut\u2019s University of Technology North Bangkok, Bangkok, Thailand"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sung Wook","family":"Baik","sequence":"additional","affiliation":[{"name":"Intelligent Media Laboratory, Digital Contents Research Institute, Sejong University, Seoul, Republic of Korea"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mi Young","family":"Lee","sequence":"additional","affiliation":[{"name":"Intelligent Media Laboratory, Digital Contents Research Institute, Sejong University, Seoul, Republic of Korea"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"179","published-online":{"date-parts":[[2019,6,25]]},"reference":[{"key":"bibr1-1550147719845277","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.2016.7474341"},{"key":"bibr2-1550147719845277","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.2018.2830099"},{"key":"bibr3-1550147719845277","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2014.2331013"},{"key":"bibr4-1550147719845277","doi-asserted-by":"publisher","DOI":"10.1016\/j.jpdc.2018.11.004"},{"key":"bibr5-1550147719845277","doi-asserted-by":"publisher","DOI":"10.1007\/s10916-017-0875-4"},{"key":"bibr6-1550147719845277","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2013.2269186"},{"key":"bibr7-1550147719845277","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2018.08.003"},{"key":"bibr8-1550147719845277","first-page":"1708","volume-title":"International conference on image processing","author":"Tao J"},{"key":"bibr9-1550147719845277","doi-asserted-by":"publisher","DOI":"10.1109\/TCE.2010.5439138"},{"key":"bibr10-1550147719845277","first-page":"158","volume-title":"European conference on computer vision","author":"Cour T"},{"key":"bibr11-1550147719845277","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2012.2188784"},{"key":"bibr12-1550147719845277","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2890560"},{"key":"bibr13-1550147719845277","first-page":"367","volume-title":"Computer society conference on computer vision and pattern recognition","author":"Kender JR"},{"key":"bibr14-1550147719845277","doi-asserted-by":"publisher","DOI":"10.1007\/s005300050138"},{"key":"bibr15-1550147719845277","first-page":"343","volume-title":"Computer society conference on computer vision and pattern recognition","author":"Rasheed Z"},{"key":"bibr16-1550147719845277","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2005.858392"},{"key":"bibr17-1550147719845277","first-page":"1111","volume-title":"Proceedings of the 10th international conference on computer vision (ICCV)","author":"Zhai Y"},{"key":"bibr18-1550147719845277","first-page":"520","volume-title":"International conference on multimedia and expo","author":"Gu Z"},{"key":"bibr19-1550147719845277","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2008.2009684"},{"key":"bibr20-1550147719845277","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2016.2644615"},{"key":"bibr21-1550147719845277","first-page":"1","volume-title":"International conference on multimedia and expo (ICME)","author":"Baraldi L"},{"key":"bibr23-1550147719845277","doi-asserted-by":"publisher","DOI":"10.1177\/0165551518819964"},{"key":"bibr24-1550147719845277","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2018.2811541"},{"key":"bibr26-1550147719845277","first-page":"740","volume-title":"European conference on computer vision","author":"Lin T-Y"},{"key":"bibr27-1550147719845277","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-017-5010-5"},{"key":"bibr28-1550147719845277","doi-asserted-by":"publisher","DOI":"10.1109\/TIE.2018.2881943"},{"key":"bibr29-1550147719845277","doi-asserted-by":"publisher","DOI":"10.1016\/j.jocs.2018.12.003"},{"key":"bibr30-1550147719845277","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2018.2834390"},{"key":"bibr31-1550147719845277","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-008-0233-0"},{"key":"bibr32-1550147719845277","doi-asserted-by":"publisher","DOI":"10.1007\/s00530-008-0145-x"},{"key":"bibr33-1550147719845277","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2007.07.024"}],"container-title":["International Journal of Distributed Sensor Networks"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/journals.sagepub.com\/doi\/pdf\/10.1177\/1550147719845277","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/journals.sagepub.com\/doi\/full-xml\/10.1177\/1550147719845277","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/journals.sagepub.com\/doi\/pdf\/10.1177\/1550147719845277","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,12,10]],"date-time":"2020-12-10T03:14:45Z","timestamp":1607570085000},"score":1,"resource":{"primary":{"URL":"http:\/\/journals.sagepub.com\/doi\/10.1177\/1550147719845277"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,6]]},"references-count":31,"journal-issue":{"issue":"6","published-print":{"date-parts":[[2019,6]]}},"alternative-id":["10.1177\/1550147719845277"],"URL":"https:\/\/doi.org\/10.1177\/1550147719845277","relation":{},"ISSN":["1550-1477","1550-1477"],"issn-type":[{"value":"1550-1477","type":"print"},{"value":"1550-1477","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019,6]]}}}