Graph Moving Object Segmentation

Moving Object Segmentation (MOS) is a fundamental task in computer vision. Due to undesirable variations in the background scene, MOS becomes very challenging for static and moving camera sequences. Several deep learning methods have been proposed for MOS with impressive performance. However, these...

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Bibliographic Details
Published in:IEEE transactions on pattern analysis and machine intelligence 2022-05, Vol.44 (5), p.2485-2503
Main Authors: Giraldo, Jhony H., Javed, Sajid, Bouwmans, Thierry
Format: Article
Language:English
Subjects:
Algorithms
Cameras
Complexity theory
Computer Science
Computer vision
Deep learning
graph signal processing
Image Processing
Machine learning
Moving object segmentation
Object motion
Object segmentation
Performance degradation
Segmentation
semi-supervised learning
Semisupervised learning
Signal processing
Signal processing algorithms
Task analysis
Teaching methods
unseen videos
Video
video object segmentation
Videos
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