Object detection via optical information and background information

This paper presents a novel method to detect salient objects by exploiting the optical information and background information. Specifically, each video image is first segmented into superpixels; then, the optical information and color information is utilized to obtain the initial result of each sali...

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Bibliographic Details
Published in2017 29th Chinese Control And Decision Conference (CCDC) pp. 2002 - 2006
Main Authors Xian Sun, Songhao Zhu, Yanyun Cheng
Format Conference Proceeding
LanguageEnglish
Published IEEE 01.05.2017
Subjects
Background Information
Conferences
Erbium
Frequency modulation
Mean Histogram df Optical Flow
Optical Information
Salient Object Detection
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Summary:This paper presents a novel method to detect salient objects by exploiting the optical information and background information. Specifically, each video image is first segmented into superpixels; then, the optical information and color information is utilized to obtain the initial result of each salient object; finally, the accurate result of each salient object is obtained by taking into consideration the background information. Experimental results conducted on the SegTrackv2 database demonstrate the the effectiveness of the proposed method.
ISSN:1948-9447
DOI:10.1109/CCDC.2017.7978845