Vision-based smoke detection algorithm for early fire recognition in digital video recording system
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Ha, Changwoo | - |
dc.contributor.author | Jeon, Gwanggil | - |
dc.contributor.author | Jeong, Jechang | - |
dc.date.accessioned | 2022-07-16T17:56:17Z | - |
dc.date.available | 2022-07-16T17:56:17Z | - |
dc.date.created | 2021-05-11 | - |
dc.date.issued | 2011-12 | - |
dc.identifier.issn | 0000-0000 | - |
dc.identifier.uri | https://scholarworks.bwise.kr/hanyang/handle/2021.sw.hanyang/167012 | - |
dc.description.abstract | The digital video recording (DVR) closed circuit television (CCTV) system is quickly becoming one of the most accepted security, surveillance documentation, and monitoring in service today. Particularly a lot of catastrophes such as tsunami, volcano, and terrorism cause huge casualty and property loss. In this paper, we concentrate on the smoke detection system in video for early fire alarming. The proposed block-based smoke detection algorithm consists of three basic steps, which has simple operation and provides good performance. In the first step, we discover motion vector utilizing several motion estimation schemes and discern the suspect as smoke region. This process does not require huge computational cost because of using the H.264/AVC during the recoding in DVR system. In the second step, we conduct block based chromatic detection. In the third step, we employ motion information for detecting the correct smoke block by using the characteristics that smoke goes almost upward. Experimental results provide that the proposed method gives good performance for real smoke detection. | - |
dc.language | 영어 | - |
dc.language.iso | en | - |
dc.publisher | IEEE | - |
dc.title | Vision-based smoke detection algorithm for early fire recognition in digital video recording system | - |
dc.type | Article | - |
dc.contributor.affiliatedAuthor | Jeong, Jechang | - |
dc.identifier.doi | 10.1109/SITIS.2011.23 | - |
dc.identifier.scopusid | 2-s2.0-84855980535 | - |
dc.identifier.bibliographicCitation | Proceedings - 7th International Conference on Signal Image Technology and Internet-Based Systems, SITIS 2011, pp.209 - 212 | - |
dc.relation.isPartOf | Proceedings - 7th International Conference on Signal Image Technology and Internet-Based Systems, SITIS 2011 | - |
dc.citation.title | Proceedings - 7th International Conference on Signal Image Technology and Internet-Based Systems, SITIS 2011 | - |
dc.citation.startPage | 209 | - |
dc.citation.endPage | 212 | - |
dc.type.rims | ART | - |
dc.type.docType | Conference Paper | - |
dc.description.journalClass | 1 | - |
dc.description.isOpenAccess | N | - |
dc.description.journalRegisteredClass | scopus | - |
dc.subject.keywordPlus | Block based | - |
dc.subject.keywordPlus | Closed circuit television | - |
dc.subject.keywordPlus | Computational costs | - |
dc.subject.keywordPlus | Digital video recording | - |
dc.subject.keywordPlus | DVR system | - |
dc.subject.keywordPlus | Early fire | - |
dc.subject.keywordPlus | Estimation schemes | - |
dc.subject.keywordPlus | H.264/AVC | - |
dc.subject.keywordPlus | Motion detection | - |
dc.subject.keywordPlus | Motion information | - |
dc.subject.keywordPlus | Motion Vectors | - |
dc.subject.keywordPlus | Property loss | - |
dc.subject.keywordPlus | Recoding | - |
dc.subject.keywordPlus | Simple operation | - |
dc.subject.keywordPlus | Smoke detection | - |
dc.subject.keywordPlus | Smoke detection in video | - |
dc.subject.keywordPlus | Smoke detection systems | - |
dc.subject.keywordPlus | Vision based | - |
dc.subject.keywordPlus | Algorithms | - |
dc.subject.keywordPlus | Closed circuit television systems | - |
dc.subject.keywordPlus | Computer graphics | - |
dc.subject.keywordPlus | Image recording | - |
dc.subject.keywordPlus | Internet | - |
dc.subject.keywordPlus | Motion estimation | - |
dc.subject.keywordPlus | Motion Picture Experts Group standards | - |
dc.subject.keywordPlus | Multimedia systems | - |
dc.subject.keywordPlus | Network security | - |
dc.subject.keywordPlus | Security systems | - |
dc.subject.keywordPlus | Smoke | - |
dc.subject.keywordPlus | Smoke detectors | - |
dc.subject.keywordPlus | Video recording | - |
dc.subject.keywordPlus | Videodisks | - |
dc.subject.keywordPlus | Signal detection | - |
dc.subject.keywordAuthor | CCTV | - |
dc.subject.keywordAuthor | DVR system | - |
dc.subject.keywordAuthor | Motion detection | - |
dc.subject.keywordAuthor | Motion estimation | - |
dc.subject.keywordAuthor | Smoke detection in video | - |
dc.identifier.url | https://ieeexplore.ieee.org/document/6120651 | - |
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