CC4S : Encouraging Certainty and Consistency in Scribble-Supervised Semantic Segmentation

Deep learning-based solutions have achieved impressive performance in semantic segmentation but often require large amounts of training data with fine-grained annotations. To alleviate such requisition, a variety of weakly supervised annotation strategies have been proposed, among which scribble sup...

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Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 46(2024), 12 vom: 17. Dez., Seite 8918-8935
1. Verfasser: Pan, Zhiyi (VerfasserIn)
Weitere Verfasser: Sun, Haochen, Jiang, Peng, Li, Ge, Tu, Changhe, Ling, Haibin
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2024
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article