UM  > 科技學院  > 電腦及資訊科學系
Towards Adaptive Fusion of Multiple Cues for Salient Region Detection
Hong Li1; Enhua Wu1,2; Wen Wu1
2016
Source PublicationJournal of the Optical Society of America A
ISSN1084-7529
Volume33Issue:12Pages:2365-2375
Abstract

Boundary priors have been extensively studied in salient region detection problems over the past few decades. Although several models based on the boundary prior have achieved good detection performance, there still exist drawbacks. The most common one is that they fail to detect the salient object when the background is complex or the salient object touches the image boundary. In this paper, we propose a novel model to detect the salient region. It is based on background cues and one complementary cue, that is, a foreground cue. A saliency score is obtained via solving an energy optimization problem which takes both the background cue and foreground cue into consideration. Extensive experiments, including both quantitative and qualitative evaluations on five widely used datasets, demonstrate the superiority of our proposed model to several other state-of-the-art models.

DOIhttps://doi.org/10.1364/JOSAA.33.002365
Indexed BySCI
Language英语
WOS Research AreaOptics
WOS SubjectOptics
WOS IDWOS:000389759600010
Fulltext Access
Citation statistics
Document TypeJournal article
CollectionDEPARTMENT OF COMPUTER AND INFORMATION SCIENCE
Faculty of Science and Technology
Corresponding AuthorHong Li
Affiliation1.Department of Computer and Information Science, Faculty of Science and Technology, University of Macau, Macao 999078, China
2.State Key Laboratory of Computer Science, Institute of Software, Chinese Academy of Sciences, Beijing 100864, China
First Author AffilicationFaculty of Science and Technology
Corresponding Author AffilicationFaculty of Science and Technology
Recommended Citation
GB/T 7714
Hong Li,Enhua Wu,Wen Wu. Towards Adaptive Fusion of Multiple Cues for Salient Region Detection[J]. Journal of the Optical Society of America A,2016,33(12):2365-2375.
APA Hong Li,Enhua Wu,&Wen Wu.(2016).Towards Adaptive Fusion of Multiple Cues for Salient Region Detection.Journal of the Optical Society of America A,33(12),2365-2375.
MLA Hong Li,et al."Towards Adaptive Fusion of Multiple Cues for Salient Region Detection".Journal of the Optical Society of America A 33.12(2016):2365-2375.
Related Services
Recommend this item
Bookmark
Usage statistics
Export to Endnote
Google Scholar
Similar articles in Google Scholar
[Hong Li]'s Articles
[Enhua Wu]'s Articles
[Wen Wu]'s Articles
Baidu academic
Similar articles in Baidu academic
[Hong Li]'s Articles
[Enhua Wu]'s Articles
[Wen Wu]'s Articles
Bing Scholar
Similar articles in Bing Scholar
[Hong Li]'s Articles
[Enhua Wu]'s Articles
[Wen Wu]'s Articles
Terms of Use
No data!
Social Bookmark/Share
All comments (0)
No comment.
 

Items in the repository are protected by copyright, with all rights reserved, unless otherwise indicated.