Differentiable Multi-Granularity Human Parsing

In this work, we study the challenging problem of instance-aware human body part parsing. We introduce a new bottom-up regime which achieves the task through learning category-level human semantic segmentation as well as multi-person pose estimation in a joint and end-to-end manner. The output is a...

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Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 45(2023), 7 vom: 31. Juli, Seite 8296-8310
1. Verfasser: Zhou, Tianfei (VerfasserIn)
Weitere Verfasser: Yang, Yi, Wang, Wenguan
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2023
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article Research Support, Non-U.S. Gov't