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We propose a novel 3D depth cue-based generic categorical object detection model, which extends our previous 2D feature-based object detection method for object detection with severe occlusions. Since the novel model integrates complementary 3D depth cue with 2D appearance and shape features, it significantly improves the detection performance and robustness of the current 2D-based object detection...
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