Jason Corso SUNY Buffalo This talk will present algorithms and results for segmentation in space and time (images, medical images and video). We will discuss the segmentation by weighted aggregation and the hierarchical graph-based segmentation algorithms in detail. Implementations and results of these two methods will be presented and analyzed. Challenges and current problems in space-time segmentations will also be discussed.