Abstract: Highlights•Automatic image segmentation method using constraint learning and propagation.•Two-step approach of over-segmentation and classification.•Pair-wise constraints (must-link and cannot-link) generated from initial seeds.•Effective learning of the constraints by kernel propagation.
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