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1908.01481
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CameraNet: A Two-Stage Framework for Effective Camera ISP Learning
IEEE Transactions on Image Processing (TIP), 2019
5 August 2019
Zhetong Liang
Jianrui Cai
Zisheng Cao
Lei Zhang
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Papers citing
"CameraNet: A Two-Stage Framework for Effective Camera ISP Learning"
41 / 41 papers shown
Task-Aware Image Signal Processor for Advanced Visual Perception
Kai Chen
Jin Xiao
Leheng Zhang
Kexuan Shi
Shuhang Gu
145
0
0
17 Sep 2025
Improved Mapping Between Illuminations and Sensors for RAW Images
Journal of The Optical Society of America A-optics Image Science and Vision (JOSA A), 2025
Abhijith Punnappurath
Luxi Zhao
Hoang Le
A. Abdelhamed
SaiKiran Tedla
M. Brown
117
1
0
20 Aug 2025
SemiISP/SemiIE: Semi-Supervised Image Signal Processor and Image Enhancement Leveraging One-to-Many Mapping sRGB-to-RAW
Masakazu Yoshimura
Junji Otsuka
Radu Berdan
Takeshi Ohashi
373
0
0
03 Apr 2025
RAW-Adapter: Adapting Pre-trained Visual Model to Camera RAW Images and A Benchmark
Ziteng Cui
Jianfei Yang
Tatsuya Harada
VLM
236
0
0
21 Mar 2025
RAW-Diffusion: RGB-Guided Diffusion Models for High-Fidelity RAW Image Generation
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024
Christoph Reinders
Radu Berdan
Beril Besbinar
Junji Otsuka
Daisuke Iso
272
5
0
20 Nov 2024
An End-to-End Real-World Camera Imaging Pipeline
ACM Multimedia (MM), 2024
Gang He
Zijia Ma
Kepeng Xu
Gang He
Yunsong Li
Wenxin Yu
Taichu Han
Cheng Yang
442
11
0
16 Nov 2024
RAW-Adapter: Adapting Pre-trained Visual Model to Camera RAW Images
European Conference on Computer Vision (ECCV), 2024
Ziteng Cui
Tatsuya Harada
192
18
0
27 Aug 2024
DemosaicFormer: Coarse-to-Fine Demosaicing Network for HybridEVS Camera
Senyan Xu
Zhijing Sun
Jiaying Zhu
Yurui Zhu
Xueyang Fu
Zheng-Jun Zha
214
10
0
12 Jun 2024
Simple Image Signal Processing using Global Context Guidance
Omar Elezabi
Marcos V. Conde
Radu Timofte
185
2
0
17 Apr 2024
Rawformer: Unpaired Raw-to-Raw Translation for Learnable Camera ISPs
Georgy Perevozchikov
Nancy Mehta
Mahmoud Afifi
Radu Timofte
430
7
0
16 Apr 2024
PQDynamicISP: Dynamically Controlled Image Signal Processor for Any Image Sensors Pursuing Perceptual Quality
Masakazu Yoshimura
Junji Otsuka
Takeshi Ohashi
361
4
0
15 Mar 2024
Enhancing RAW-to-sRGB with Decoupled Style Structure in Fourier Domain
AAAI Conference on Artificial Intelligence (AAAI), 2024
Xuanhua He
Tao Hu
Guoli Wang
Zejin Wang
Run Wang
...
Ziyi Chen
Rui Li
Chenjun Xie
Jie Zhang
Man Zhou
204
13
0
04 Jan 2024
BSRAW: Improving Blind RAW Image Super-Resolution
Marcos V. Conde
Florin-Alexandru Vasluianu
Radu Timofte
229
9
0
24 Dec 2023
Learning to See Low-Light Images via Feature Domain Adaptation
Qirui Yang
Qihua Cheng
Huanjing Yue
Le Zhang
Yihao Liu
Jingyu Yang
364
12
0
11 Dec 2023
LDM-ISP: Enhancing Neural ISP for Low Light with Latent Diffusion Models
IEEE International Conference on Robotics and Automation (ICRA), 2023
Qiang Wen
Yazhou Xing
Zhefan Rao
Qifeng Chen
DiffM
615
2
0
02 Dec 2023
DRAW: Defending Camera-shooted RAW against Image Manipulation
IEEE International Conference on Computer Vision (ICCV), 2023
Xiaoxiao Hu
Qichao Ying
Zhenxing Qian
Sheng Li
Xinpeng Zhang
AAML
249
11
0
31 Jul 2023
NILUT: Conditional Neural Implicit 3D Lookup Tables for Image Enhancement
AAAI Conference on Artificial Intelligence (AAAI), 2023
Marcos V. Conde
Javier Vázquez-Corral
M. S. Brown
Radu Timofte
3DH
368
30
0
20 Jun 2023
ISP meets Deep Learning: A Survey on Deep Learning Methods for Image Signal Processing
ACM Computing Surveys (ACM Comput. Surv.), 2023
Matheus Henrique Marques da Silva
Jhessica Victoria Santos da Silva
Rodrigo Reis Arrais
Wladimir Barroso Guedes de Araújo Neto
Leonardo Tadeu Lopes
...
Lucas B. Rondon
Bruno Melo de Souza
Mayara Costa Regazio
Rodolfo Coelho Dalapicola
C. F. G. Santos
SupR
VLM
202
12
0
19 May 2023
Computational Optics for Mobile Terminals in Mass Production
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Shiqi Chen
Ting Lin
H. Feng
Zhi-hai Xu
Qi Li
Yue-ting Chen
273
28
0
10 May 2023
RViDeformer: Efficient Raw Video Denoising Transformer with a Larger Benchmark Dataset
Huanjing Yue
Cong Cao
Lei Liao
Jingyu Yang
ViT
354
13
0
01 May 2023
LW-ISP: A Lightweight Model with ISP and Deep Learning
British Machine Vision Conference (BMVC), 2022
Hongyang Chen
Kaisheng Ma
VLM
214
5
0
08 Oct 2022
4D LUT: Learnable Context-Aware 4D Lookup Table for Image Enhancement
IEEE Transactions on Image Processing (IEEE TIP), 2022
Chengxu Liu
Huan Yang
Jianlong Fu
Xueming Qian
166
50
0
05 Sep 2022
DRL-ISP: Multi-Objective Camera ISP with Deep Reinforcement Learning
IEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2022
Ukcheol Shin
Kyunghyun Lee
In So Kweon
VLM
3DV
248
4
0
07 Jul 2022
Adversarial RAW: Image-Scaling Attack Against Imaging Pipeline
Junjian Li
Honglong Chen
AAML
163
3
0
02 Jun 2022
GenISP: Neural ISP for Low-Light Machine Cognition
Igor Morawski
Yu-An Chen
Yu-sheng Lin
Shusil Dangi
Kai He
Winston H. Hsu
VLM
168
36
0
07 May 2022
Lightweight HDR Camera ISP for Robust Perception in Dynamic Illumination Conditions via Fourier Adversarial Networks
British Machine Vision Conference (BMVC), 2022
P. Shyam
S. S. Sengar
Kuk-Jin Yoon
Kyung-soo Kim
231
10
0
04 Apr 2022
CRISPnet: Color Rendition ISP Net
Matheus Souza
Wolfgang Heidrich
219
2
0
20 Mar 2022
PyNET-QxQ: An Efficient PyNET Variant for QxQ Bayer Pattern Demosaicing in CMOS Image Sensors
IEEE Access (IEEE Access), 2022
Minhyeok Cho
Haechang Lee
Hyunwoo Je
Kijeong Kim
Dongil Ryu
Albert No
220
6
0
08 Mar 2022
Model-Based Image Signal Processors via Learnable Dictionaries
AAAI Conference on Artificial Intelligence (AAAI), 2022
Marcos V. Conde
Jingyu Sun
Matteo Maggioni
Alevs Leonardis
Eduardo Pérez-Pellitero
DiffM
237
57
0
10 Jan 2022
All You Need is RAW: Defending Against Adversarial Attacks with Camera Image Pipelines
Yuxuan Zhang
B. Dong
Felix Heide
AAML
275
11
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
198
53
0
18 Aug 2021
Del-Net: A Single-Stage Network for Mobile Camera ISP
Saumya Gupta
Diplav Srivastava
Nicolas Produit
Anurag Jain
Gaurav Khandelwal
SupR
105
7
0
03 Aug 2021
Semi-Supervised Raw-to-Raw Mapping
British Machine Vision Conference (BMVC), 2021
Mahmoud Afifi
Abdullah Abuolaim
374
19
0
25 Jun 2021
Beyond Joint Demosaicking and Denoising: An Image Processing Pipeline for a Pixel-bin Image Sensor
S. Sharif
R. A. Naqvi
Mithun Biswas
SupR
155
49
0
19 Apr 2021
Invertible Image Signal Processing
Computer Vision and Pattern Recognition (CVPR), 2021
Yazhou Xing
Zian Qian
Qifeng Chen
327
151
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
306
329
0
30 Sep 2020
Attention-based network for low-light image enhancement
Cheng Zhang
Qingsen Yan
Yu Zhu
Xianjun Li
Jinqiu Sun
Yanning Zhang
105
46
0
20 May 2020
Supervised Raw Video Denoising with a Benchmark Dataset on Dynamic Scenes
Computer Vision and Pattern Recognition (CVPR), 2020
Huanjing Yue
Cong Cao
Lei Liao
Ronghe Chu
Jingyu Yang
244
137
0
31 Mar 2020
CURL: Neural Curve Layers for Global Image Enhancement
Sean J. Moran
Steven McDonagh
Greg Slabaugh
208
1
0
29 Nov 2019
Merging-ISP: Multi-Exposure High Dynamic Range Image Signal Processing
German Conference on Pattern Recognition (DAGM), 2019
Prashant Chaudhari
Franziska Schirrmacher
Andreas Maier
Christian Riess
Thomas Köhler
171
14
0
12 Nov 2019
Dirty Pixels: Towards End-to-End Image Processing and Perception
ACM Transactions on Graphics (TOG), 2017
Steven Diamond
Vincent Sitzmann
Frank D. Julca-Aguilar
Stephen P. Boyd
Gordon Wetzstein
Felix Heide
419
67
0
23 Jan 2017
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