Motion Segmentation & Multiple Object Tracking by Correlation Co-Clustering

Models for computer vision are commonly defined either w.r.t. low-level concepts such as pixels that are to be grouped, or w.r.t. high-level concepts such as semantic objects that are to be detected and tracked. Combining bottom-up grouping with top-down detection and tracking, although highly desir...

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Bibliographic Details
Published in:IEEE transactions on pattern analysis and machine intelligence 2020-01, Vol.42 (1), p.140-153
Main Authors: Keuper, Margret, Tang, Siyu, Andres, Bjoern, Brox, Thomas, Schiele, Bernt
Format: Article
Language:English
Subjects:
Algorithms
Benchmarks
Clustering
Clustering algorithms
Computer vision
Correlation
correlation clustering
motion
Motion segmentation
Multiple target tracking
Object recognition
Object tracking
Segmentation
tracking
Trajectory
video analysis
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