Reversed image signal processing and RAW reconstruction. AIM 2022 challenge report
Cameras capture sensor RAW images and transform them into pleasant RGB images,
suitable for the human eyes, using their integrated Image Signal Processor (ISP). Numerous …
suitable for the human eyes, using their integrated Image Signal Processor (ISP). Numerous …
Self-Supervised Reversed Image Signal Processing via Reference-Guided Dynamic Parameter Selection
J Otsuka, M Yoshimura, T Ohashi - arXiv preprint arXiv:2303.13916, 2023 - arxiv.org
Unprocessed sensor outputs (RAW images) potentially improve both low-level and high-
level computer vision algorithms, but the lack of large-scale RAW image datasets is a barrier …
level computer vision algorithms, but the lack of large-scale RAW image datasets is a barrier …
A Learnable Color Correction Matrix for RAW Reconstruction
Autonomous driving algorithms usually employ sRGB images as model input due to their
compatibility with the human visual system. However, visually pleasing sRGB images are …
compatibility with the human visual system. However, visually pleasing sRGB images are …