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Hybrid machine learning approaches for scene understanding: From segmentation and recognition to image parsing
(2017-05)
We alleviate the problem of semantic scene understanding by studies on object segmentation/recognition and scene labeling methods respectively. We propose new techniques for joint recognition, segmentation and pose estimation ...
Joint Target Tracking and Recognition Using Shape-based Generative Model
(Oklahoma State University, 2011-12-01)
Recently a generative model that combines both of identity and view manifolds was proposed for multi-view shape modeling that was originally used for pose estimation and recognition of civilian vehicles from image sequences. ...