DC Field | Value | Language |
---|---|---|
dc.contributor.advisor | Yang, Hyun-Seung | - |
dc.contributor.advisor | 양현승 | - |
dc.contributor.author | Chae, Yeong-Nam | - |
dc.contributor.author | 채영남 | - |
dc.date.accessioned | 2013-09-12T01:46:35Z | - |
dc.date.available | 2013-09-12T01:46:35Z | - |
dc.date.issued | 2013 | - |
dc.identifier.uri | http://library.kaist.ac.kr/search/detail/view.do?bibCtrlNo=513956&flag=dissertation | - |
dc.identifier.uri | http://hdl.handle.net/10203/180368 | - |
dc.description | 학위논문(박사) - 한국과학기술원 : 전산학전공, 2013.2, [ iii, 42 p. ] | - |
dc.description.abstract | In this paper we propose a novel hierarchical region selection method for object detection based on region pyramid. The significant contribution of this paper is the introduction of a general purpose candidate region selector that accelerates object detectors. To reduce the search space, a region pyramid that represents the hierarchical relationship between candidate regions is proposed. By jumping and pruning the region pyramid based on quality bound and detection results, candidate regions that have no possibility of being an object can be skipped over efficiently. A set of experiments on various dataset is presented. The proposed method greatly reduces the overall computation time and reduces the number of false positives. | eng |
dc.language | eng | - |
dc.publisher | 한국과학기술원 | - |
dc.subject | Region selection | - |
dc.subject | Region Pyramid | - |
dc.subject | Object detection | - |
dc.subject | 영역 선택 | - |
dc.subject | 영역 피라미드 | - |
dc.subject | 물체 검출 | - |
dc.subject | 슬라이딩 윈도우 | - |
dc.subject | Sliding window | - |
dc.title | Region pyramid based hierarchical region selection for efficient object detection | - |
dc.title.alternative | 효율적인 물체 검출을 위한 영역 피라미드 기반의 계층적 영역 선택 기법 | - |
dc.type | Thesis(Ph.D) | - |
dc.identifier.CNRN | 513956/325007 | - |
dc.description.department | 한국과학기술원 : 전산학전공, | - |
dc.identifier.uid | 020057595 | - |
dc.contributor.localauthor | Yang, Hyun-Seung | - |
dc.contributor.localauthor | 양현승 | - |
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