Conservative-Progressive Collaborative Learning for Semi-Supervised Semantic Segmentation

Pseudo supervision is regarded as the core idea in semi-supervised learning for semantic segmentation, and there is always a tradeoff between utilizing only the high-quality pseudo labels and leveraging all the pseudo labels. Addressing that, we propose a novel learning approach, called Conservative...

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Veröffentlicht in:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - 32(2023) vom: 10., Seite 6183-6194
1. Verfasser: Fan, Siqi (VerfasserIn)
Weitere Verfasser: Zhu, Fenghua, Feng, Zunlei, Lv, Yisheng, Song, Mingli, Wang, Fei-Yue
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2023
Zugriff auf das übergeordnete Werk:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Schlagworte:Journal Article