Multiscale segmentation by combining motion and intensity cues

• Published in: 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05) Vol. 1; pp. 256 - 263 vol. 1
• Main Authors: Meirav Galun, Alexander Apartsin, Ronen Basri
• Format: Conference Proceeding
• Language: English
• Published: IEEE 2005
• Subjects: Aggregates; Clustering algorithms; Computer science; Computer vision; Fluid flow measurement; Image motion analysis; Image segmentation; Mathematics; Motion estimation; Motion segmentation

We present a multiscale method for motion segmentation. Our method begins with local, ambiguous optical flow measurements. It uses a process of aggregation to resolve the ambiguities and reach reliable estimates of the motion. In addition, as the aggregation process proceeds and larger aggregates ar...