Learning unsupervised video object segmentation through visual attention

Learning unsupervised video object segmentation through visual attention

This paper conducts a systematic study on the role of visual attention in Unsupervised Video Object Segmentation (UVOS) tasks. By elaborately annotating three popular video segmentation datasets (DAVIS, Youtube-Objects and SegTrack V2) with dynamic eye-tracking data in the UVOS setting, for the firs...

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Bibliographic Details
Main Authors: WANG, Wenguan, SONG, Hongmei, ZHAO, Shuyang, SHEN, Jianbing, ZHAO, Sanyuan, HOI, Steven C. H., LING, Haibin
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2019
Subjects:
Segmentation
Grouping and Shape
Image and Video Synthesis
Databases and Information Systems
Online Access:https://ink.library.smu.edu.sg/sol_research/3162
https://ink.library.smu.edu.sg/context/sol_research/article/5120/viewcontent/UVOS_cvpr19_av.pdf
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Institution: Singapore Management University
Language: English

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https://ink.library.smu.edu.sg/sol_research/3162
https://ink.library.smu.edu.sg/context/sol_research/article/5120/viewcontent/UVOS_cvpr19_av.pdf

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