Predictive watershed for image sequences segmentation
Watershed transform is a key operator in video segmentation algorithms. In this paper, a new fast watershed algorithm named P-Watershed for image sequences segmentation is proposed. By utilizing the temporal coherence property of video signal, this algorithm updates watersheds instead of searching watersheds in whole image. The watershed process can be accelerated and the segmentation results are almost the same as those of conventional algorithms. Moreover, an intra-inter watershed scheme (IP-Watershed) is also proposed to further improve the results. Experimental results show this algorithm can save 50% computation without degrading the segmentation results.