GenISP: Neural ISP for Low-Light Machine Cognition

GenISP: Neural ISP for Low-Light Machine Cognition

7 May 2022

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Papers citing "GenISP: Neural ISP for Low-Light Machine Cognition"

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Title
$γ$ -Quant: Towards Learnable Quantization for Low-bit Pattern Recognition Mishal Fatima Shashank Agnihotri Marius Bock Kanchana Vaishnavi Gandikota Kristof Van Laerhoven Michael Moeller Margret Keuper MQ 130 0 0 26 Sep 2025
Dark-ISP: Enhancing RAW Image Processing for Low-Light Object Detection Jiasheng Guo Xin Gao Yuxiang Yan Guanghao Li Jian Pu 118 2 0 11 Sep 2025
Spatial-Frequency Aware for Object Detection in RAW Image Zhuohua Ye Liming Zhang Hongru Han ObjD 153 0 0 02 Aug 2025
Beyond RGB: Adaptive Parallel Processing for RAW Object Detection Shani Gamrian Hila Barel Feiran Li Masakazu Yoshimura Daisuke Iso 270 0 0 17 Mar 2025
SimROD: A Simple Baseline for Raw Object Detection with Global and Local Enhancements Haiyang Xie Xi Shen Shihua Huang Qirui Wang Zheng Wang 342 0 0 10 Mar 2025
DiffuseRAW: End-to-End Generative RAW Image Processing for Low-Light Images Rishit Dagli 187 3 0 13 Dec 2023
Examining Autoexposure for Challenging ScenesIEEE International Conference on Computer Vision (ICCV), 2023 SaiKiran Tedla Beixuan Yang Michael S. Brown 159 1 0 08 Sep 2023
Self-Supervised Reversed Image Signal Processing via Reference-Guided Dynamic Parameter Selection Junji Otsuka Masakazu Yoshimura Takeshi Ohashi 233 5 0 24 Mar 2023
DynamicISP: Dynamically Controlled Image Signal Processor for Image RecognitionIEEE International Conference on Computer Vision (ICCV), 2022 Masakazu Yoshimura Junji Otsuka Atsushi Irie Takeshi Ohashi VLM 327 24 0 02 Nov 2022
Rawgment: Noise-Accounted RAW Augmentation Enables Recognition in a Wide Variety of EnvironmentsComputer Vision and Pattern Recognition (CVPR), 2022 Masakazu Yoshimura Junji Otsuka Atsushi Irie Takeshi Ohashi 242 19 0 28 Oct 2022