BiVM : Accurate Binarized Neural Network for Efficient Video Matting

Deep neural networks for real-time video matting suffer significant computational limitations on edge devices, hindering their adoption in widespread applications such as online conferences and short-form video production. Binarization emerges as one of the most common compression approaches with co...

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Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 47(2025), 10 vom: 03. Sept., Seite 9250-9265
1. Verfasser: Qin, Haotong (VerfasserIn)
Weitere Verfasser: Liu, Xianglong, Ma, Xudong, Ke, Lei, Zhang, Yulun, Luo, Jie, Magno, Michele
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2025
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article