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Change Detection in Dynamic Scenes using Local Adaptive Transform
Published on Apr 03, 20142258 Views
In this paper, we propose a framework that can be used for detecting relevant changes in highly dynamic scenes, where the background has several changing elements. To establish a clear distinction b
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Chapter list
Change Detection in Dynamic Scenes using Local Adaptive Transform00:00
Motivation00:17
Challenges01:12
Ordinary Change vs. Relevant Change02:07
Ordinary Change Patterns02:53
Proposed Framework03:49
Spatiotemporal Signature Extraction04:44
Data Decomposition05:22
Linear Transforms05:53
Base Transform Estimation06:56
Signature Modeling with Statistical Properties08:05
Relevant Change Detection - 109:04
Relevant Change Detection - 210:05
Relevant Change Detection - 312:09
Relevant Change Detection - 412:43
Experiments13:52
Base Transform Estimation*14:54
Visual Change Detection Results15:51
Quantitative Change Detection Results16:20
Limitations and Future Work17:26