CameraNet: A Two-Stage Framework for Effective Camera ISP Learning

CameraNet: A Two-Stage Framework for Effective Camera ISP Learning

5 August 2019

Lei Zhang

Papers citing "CameraNet: A Two-Stage Framework for Effective Camera ISP Learning"

13 / 13 papers shown

Title
PQDynamicISP: Dynamically Controlled Image Signal Processor for Any Image Sensors Pursuing Perceptual Quality Masakazu Yoshimura Junji Otsuka Takeshi Ohashi 39 2 0 15 Mar 2024
LDM-ISP: Enhancing Neural ISP for Low Light with Latent Diffusion Models Qiang Wen Yazhou Xing Zhefan Rao Qifeng Chen DiffM 55 0 0 02 Dec 2023
RViDeformer: Efficient Raw Video Denoising Transformer with a Larger Benchmark Dataset Huanjing Yue Cong Cao Lei Liao Jingyu Yang ViT 62 6 0 01 May 2023
DRL-ISP: Multi-Objective Camera ISP with Deep Reinforcement Learning Ukcheol Shin Kyunghyun Lee In So Kweon VLM 3DV 35 2 0 07 Jul 2022
All You Need is RAW: Defending Against Adversarial Attacks with Camera Image Pipelines Yuxuan Zhang B. Dong Felix Heide AAML 26 8 0 16 Dec 2021
Learning RAW-to-sRGB Mappings with Inaccurately Aligned Supervision Zhilu Zhang Haolin Wang Ming-Yu Liu Ruohao Wang Jiawei Zhang W. Zuo 26 41 0 18 Aug 2021
Semi-Supervised Raw-to-Raw Mapping Mahmoud Afifi Abdullah Abuolaim 32 14 0 25 Jun 2021
Invertible Image Signal Processing Yazhou Xing Zian Qian Qifeng Chen 26 112 0 28 Mar 2021
Learning Image-adaptive 3D Lookup Tables for High Performance Photo Enhancement in Real-time Huiyu Zeng Jianrui Cai Lida Li Zisheng Cao Lei Zhang 3DH 35 247 0 30 Sep 2020
Supervised Raw Video Denoising with a Benchmark Dataset on Dynamic Scenes Huanjing Yue Cong Cao Lei Liao Ronghe Chu Jingyu Yang 32 121 0 31 Mar 2020
Learning to See in the Dark Cheng Chen Qifeng Chen Jia Xu V. Koltun 190 1,165 0 04 May 2018
Dirty Pixels: Towards End-to-End Image Processing and Perception Steven Diamond Vincent Sitzmann Frank D. Julca-Aguilar Stephen P. Boyd Gordon Wetzstein Felix Heide 24 51 0 23 Jan 2017
Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network Wenzhe Shi Jose Caballero Ferenc Huszár J. Totz Andrew P. Aitken Rob Bishop Daniel Rueckert Zehan Wang SupR 234 5,181 0 16 Sep 2016