Learning layered motion segmentations of video

We present an unsupervised approach for learning a layered representation of a scene from a video for motion segmentation. Our method is applicable to any video containing piecewise parametric motion. The learnt model is a composition of layers, which consist of one or more segments. The shape of ea...

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Bibliographic Details
Main Authors: Pawan Kumar, M, Torr, PHS, Zisserman, A
Format: Journal article
Language:English
Published: Springer 2007