HF-HRNet: A Simple Hardware Friendly High-Resolution Network

High-resolution networks have made significant progress in dense prediction tasks such as human pose estimation and semantic segmentation. To better explore this high-resolution mechanism on mobile devices, Lite-HRNet incorporates shuffle operations to reduce computational complexity in the channel...

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Veröffentlicht in:	IEEE transactions on circuits and systems for video technology 2024-08, Vol.34 (8), p.7699-7711
Hauptverfasser:	Zhang, Hao, Dun, Yujie, Pei, Yixuan, Lai, Shenqi, Liu, Chengxu, Zhang, Kaipeng, Qian, Xueming
Format:	Artikel
Sprache:	eng
Schlagworte:	Delays High-resolution imaging high-resolution networks Human factors Human pose estimation Mobile handsets Network architecture networks Pose estimation Semantic segmentation Solid modeling
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