Discovering class-specific pixels for weakly-supervised semantic segmentation

We propose an approach to discover class-specific pixels for the weakly-supervised semantic segmentation task. We show that properly combining saliency and attention maps allows us to obtain reliable cues capable of significantly boosting the performance. First, we propose a simple yet powerful hierar...

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Bibliographic Details
Main Authors: Chaudhry, A, Dokania, PK, Torr, PHS
Format: Conference item
Language:English
Published: British Machine Vision Association 2017