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Action Selection for Interactive Object Segmentation in Clutter #28

Closed JisuHann closed 2 years ago

JisuHann commented 2 years ago

Action Selection for Interactive Object Segmentation in Clutter

Problem

Distinguishing individual objects from other objects and the background
- Difficult to accurately identify the portions of the data that belong to individual objects in a scene
- Perceived environment is incomplete and lead to an ambiguous interpretation
  Goal: to make reliable and accurate object segmentation
  
  Idea
  1. a probabilistic segmentation framework in order to identify segmentation uncertainty
  2. a combination of dense optical flow and sparse feature tracking is applied to monitor objects