PyNET-Q×Q: An Efficient PyNET Variant for Q×Q Bayer Pattern Demosaicing in CMOS Image Sensors

Deep learning-based image signal processor (ISP) models for mobile cameras can generate high-quality images that rival those of professional DSLR cameras. However, their computational demands often make them unsuitable for mobile settings. Additionally, modern mobile cameras employ non-Bayer color f...

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Bibliografische Detailangaben

Hauptverfasser:	Minhyeok Cho, Haechang Lee, Hyunwoo Je, Kijeong Kim, Dongil Ryu, Albert No
Format:	Artigo
Sprache:	Inglês
Veröffentlicht:	IEEE 2023-01-01
Schriftenreihe:	IEEE Access
Schlagworte:	Bayer filter color filter array (CFA) demosaicing image signal processor (ISP) knowledge distillation non-Bayer CFA
Online-Zugang:	https://ieeexplore.ieee.org/document/10114931/
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