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An Efficient Fusion Move Algorithm for the Minimum Cost Lifted Multicut Problem

Published on Oct 24, 20161496 Views

Many computer vision problems can be cast as an optimization problem whose feasible solutions are decompositions of a graph. The minimum cost lifted multicut problem is such an optimization problem. I

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An Efficient Fusion Move Algorithm for the Minimum Cost Lifted Multicut Problem00:00
Outline00:12
Multicut Objective00:25
Minimum Multicut Objective/100:34
Minimum Multicut Objective/201:34
Minimum Multicut Objective/301:49
Minimum Multicut Objective/401:59
Minimum Multicut Objective/502:02
Minimum Multicut Objective/602:11
Minimum Multicut Objective - Use Cases/102:18
Minimum Multicut Objective - Use Cases/202:47
Lifted Multicut Objective03:04
Motivation Lifted Minimum Multicut Objective/103:08
Motivation Lifted Minimum Multicut Objective/203:16
Motivation Lifted Minimum Multicut Objective/303:21
Motivation Lifted Minimum Multicut Objective/403:29
Motivation Lifted Minimum Multicut Objective/503:34
Motivation Lifted Minimum Multicut Objective/603:43
Motivation Lifted Minimum Multicut Objective/703:55
Motivation Lifted Minimum Multicut Objective/804:07
Minimum Lifted Multicut Objective/104:14
Minimum Lifted Multicut Objective/204:22
Minimum Lifted Multicut Objective/304:23
Minimum Lifted Multicut Objective/404:30
Minimum Lifted Multicut Objective/504:38
Minimum Lifted Multicut Objective/604:45
Minimum Lifted Multicut Objective/704:48
Minimum Lifted Multicut Objective/804:51
Minimum Lifted Multicut Objective/904:57
Minimum Lifted Multicut Objective/1005:01
Minimum Lifted Multicut Objective/1105:07
Minimum Lifted Multicut Objective/1205:17
Minimum Lifted Multicut Objective/1305:18
Fusion Moves for the Minimum Cost Lifted Multicut05:36
Efficiently fuse two Solutions/105:51
Efficiently fuse two Solutions/206:00
Efficiently fuse two Solutions/306:04
Efficiently fuse two Solutions/406:21
Efficiently fuse two Solutions/506:35
Efficiently fuse two Solutions/606:44
Fusion Moves for Lifted Multicuts06:55
Applications & Benchmarks07:40
Segmentation of Neuronal Processes in EM Images/107:43
Segmentation of Neuronal Processes in EM Images/207:50
Segmentation of Neuronal Processes in EM Images/308:02
Segmentation of Neuronal Processes in EM Images/408:07
Segmentation of Neuronal Processes in EM Images/508:10
Segmentation of Neuronal Processes in EM Images/608:16
Segmentation of Neuronal Processes in EM Images/708:17
Segmentation of Neuronal Processes in EM Images/808:19
Segmentation of Neuronal Processes in EM Images/908:21
Segmentation of Neuronal Processes in EM Images/1008:26
Segmentation of Neuronal Processes in EM Images/1108:30
Segmentation of Neuronal Processes in EM Images/1208:38
Segmentation of Neuronal Processes in EM Images/1308:42
Segmentation of Neuronal Processes in EM Images/1408:48
Segmentation of Neuronal Processes in EM Images/1508:52
Segmentation of Neuronal Processes in EM Images/1609:08
Fusing multiple segmentations into a single one/109:39
Fusing multiple segmentations into a single one/210:30
Fusing multiple segmentations into a single one/310:36
That's all folks10:47