A Fully-Connected Layered Model of Foreground and Background Flow

• Published in: 2013 IEEE Conference on Computer Vision and Pattern Recognition pp. 2451 - 2458
• Main Authors: Deqing Sun, Wulff, Jonas, Sudderth, Erik B., Pfister, Hanspeter, Black, Michael J.
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.06.2013
• Subjects: Approximation algorithms; Approximation methods; Computational modeling; Estimation; Image segmentation; Motion segmentation; Optical imaging

Layered models allow scene segmentation and motion estimation to be formulated together and to inform one another. Traditional layered motion methods, however, employ fairly weak models of scene structure, relying on locally connected Ising/Potts models which have limited ability to capture long-ran...