Hardware-Aware Neural Architecture Search for Real-Time Video Processing in FPGA-Accelerated Endoscopic Imaging

Medical endoscopic video processing requires real-time execution of color component acquisition, color filter array (CFA) demosaicing, and high dynamic range (HDR) compression under low-light conditions, while adhering to strict thermal constraints within the surgical handpiece. Traditional hardware...

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Κύριοι συγγραφείς:	Cunguang Zhang, Rui Cui, Gang Wang, Tong Gao, Jielu Yan, Weizhi Xian, Xuekai Wei, Yi Qin
Μορφή:	Artigo
Γλώσσα:	Inglês
Έκδοση:	MDPI AG 2025-10-01
Σειρά:	Applied Sciences
Θέματα:	FPGA acceleration neural architecture search medical endoscopic imaging hardware-aware optimization
Διαθέσιμο Online:	https://www.mdpi.com/2076-3417/15/20/11200
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