Improving Semantic Segmentation via Efficient Self-Training

Starting from the seminal work of Fully Convolutional Networks (FCN), there has been significant progress on semantic segmentation. However, deep learning models often require large amounts of pixelwise annotations to train accurate and robust models. Given the prohibitively expensive annotation cos...

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Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 46(2024), 3 vom: 23. Feb., Seite 1589-1602
1. Verfasser: Zhu, Yi (VerfasserIn)
Weitere Verfasser: Zhang, Zhongyue, Wu, Chongruo, Zhang, Zhi, He, Tong, Zhang, Hang, Manmatha, R, Li, Mu, Smola, Alexander
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2024
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article