Contour level object detection with top-down information
文献类型：期刊论文
| 作者 | Yu, Huapeng1,2,3; Chang, Yongxin1,2,3; Lu, Pei1,2,3; Xu, Zhiyong1; Fu, Chengyu1; Wang, Yafei2 |
| 刊名 | OPTIK
 |
| 出版日期 | 2014 |
| 卷号 | 125期号:11页码:2708-2712 |
| 关键词 | Contour Object detection Top-down information Salient closed contour |
| 英文摘要 | This paper presents a contour level object detection approach. In contrast to conventional bounding box results, we give out the salient closed contour of the object, which provides a possibility of semantic analysis for the object. We get the salient closed contour with Ratio Contour algorithm. The top-down information needed by salient closed contour extraction is based on the well-known Bag-of-Features methodology. Our top-down information based contour extraction and completion is much more efficient and robust than many related approaches lack of the top-down information. We also propose a novel post-processing framework for object detection. With low threshold and a refined binary classifier, we can get stable high performance. We evaluate our approaches on UIUC cars dataset. We show that our approaches apparently improve the performance of object detections under clutter. (C) 2013 Elsevier GmbH. All rights reserved. |
| WOS标题词 | Science & Technology ; Physical Sciences |
| 类目[WOS] | Optics |
| 研究领域[WOS] | Optics |
| 关键词[WOS] | RECOGNITION ; FEATURES ; CORTEX |
| 收录类别 | SCI |
| 语种 | 英语 |
| WOS记录号 | WOS:000337118300049 |
| 公开日期 | 2015-12-24 |
| 源URL | [http://ir.ioe.ac.cn/handle/181551/2425]  |
| 专题 | 光电技术研究所_光电技术研究所被WoS收录文章 |
| 作者单位 | 1.Chinese Acad Sci, Inst Opt & Elect, Chengdu 610209, Sichuan Provinc, Peoples R China 2.Univ Elect Sci & Technol China, Sch Optoelect Informat, Chengdu 610054, Peoples R China 3.Grad Univ Chinese Acad Sci, Beijing 100039, Peoples R China |
| 推荐引用方式 GB/T 7714 | Yu, Huapeng,Chang, Yongxin,Lu, Pei,et al. Contour level object detection with top-down information[J]. OPTIK,2014,125(11):2708-2712. |
| APA | Yu, Huapeng,Chang, Yongxin,Lu, Pei,Xu, Zhiyong,Fu, Chengyu,&Wang, Yafei.(2014).Contour level object detection with top-down information.OPTIK,125(11),2708-2712. |
| MLA | Yu, Huapeng,et al."Contour level object detection with top-down information".OPTIK 125.11(2014):2708-2712. |
入库方式： OAI收割
来源：光电技术研究所
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