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2002.05509
Cited By
Replacing Mobile Camera ISP with a Single Deep Learning Model
13 February 2020
Andrey D. Ignatov
Luc Van Gool
Radu Timofte
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Papers citing
"Replacing Mobile Camera ISP with a Single Deep Learning Model"
50 / 103 papers shown
Experts-Guided Unbalanced Optimal Transport for ISP Learning from Unpaired and/or Paired Data
Georgy Perevozchikov
Nancy Mehta
E. Ershov
Radu Timofte
OT
152
0
0
05 Dec 2025
Hierarchical Mixing Architecture for Low-light RAW Image Enhancement
Xianmin Chen
Peiliang Huang
Longfei Han
Dingwen Zhang
Junwei Han
228
0
0
17 Oct 2025
Enabling High-Quality In-the-Wild Imaging from Severely Aberrated Metalens Bursts
Debabrata Mandal
Zhihan Peng
Yujie Wang
Praneeth Chakravarthula
139
2
0
11 Oct 2025
Task-Aware Image Signal Processor for Advanced Visual Perception
Kai Chen
Jin Xiao
Leheng Zhang
Kexuan Shi
Shuhang Gu
172
1
0
17 Sep 2025
After the Party: Navigating the Mapping From Color to Ambient Lighting
Florin-Alexandru Vasluianu
Tim Seizinger
Zongwei Wu
Radu Timofte
279
2
0
04 Aug 2025
Spatial-Frequency Aware for Object Detection in RAW Image
Zhuohua Ye
Liming Zhang
Hongru Han
ObjD
311
0
0
02 Aug 2025
NTIRE 2025 Challenge on RAW Image Restoration and Super-Resolution
Marcos V. Conde
Radu Timofte
Z. Lu
Xiangyu Kong
Xiaoxia Xing
...
Heng Sun
Yubo Wang
Jinghua Wang
Jiajie Lu
Watchara Ruangsan
SupR
404
25
0
02 Jun 2025
RAW Image Reconstruction from RGB on Smartphones. NTIRE 2025 Challenge Report
Marcos V. Conde
Radu Timofte
Radu Berdan
Beril Besbinar
Daisuke Iso
...
Huanjing Yue
Jingyu Yang Huize Cheng
Shaomeng Zhang
Zhaoyang Zhang
Haoxiang Liang
321
21
0
02 Jun 2025
Learned Lightweight Smartphone ISP with Unpaired Data
Andrei Arhire
Radu Timofte
370
3
0
15 May 2025
Lumina-OmniLV: A Unified Multimodal Framework for General Low-Level Vision
Yuandong Pu
Le Zhuo
Kaiwen Zhu
Liangbin Xie
Wenlong Zhang
Xiangyu Chen
Peng Gao
Botian Shi
Chao Dong
Yihao Liu
MLLM
397
14
0
07 Apr 2025
ISPDiffuser: Learning RAW-to-sRGB Mappings with Texture-Aware Diffusion Models and Histogram-Guided Color Consistency
AAAI Conference on Artificial Intelligence (AAAI), 2025
Yang Ren
Hai Jiang
Menglong Yang
W. Li
Shuaicheng Liu
DiffM
410
6
0
25 Mar 2025
RAW-Adapter: Adapting Pre-trained Visual Model to Camera RAW Images and A Benchmark
Ziteng Cui
Jianfei Yang
Tatsuya Harada
VLM
298
0
0
21 Mar 2025
Color Matching Using Hypernetwork-Based Kolmogorov-Arnold Networks
A. Nikonorov
Georgy Perevozchikov
Andrei Korepanov
Nancy Mehta
Mahmoud Afifi
E. Ershov
Radu Timofte
GAN
370
4
0
14 Mar 2025
Deep Perceptual Enhancement for Medical Image Analysis
IEEE journal of biomedical and health informatics (IEEE JBHI), 2022
S. Sharif
R. A. Naqvi
Mithun Biswas
Woong-Kee Loh
MedIm
457
30
0
11 Mar 2025
Goal Conditioned Reinforcement Learning for Photo Finishing Tuning
Neural Information Processing Systems (NeurIPS), 2025
Jiarui Wu
Yujin Wang
Lingen Li
Zhang Fan
Tianfan Xue
341
8
0
10 Mar 2025
MFSR-GAN: Multi-Frame Super-Resolution with Handheld Motion Modeling
Fadeel Sher Khan
Joshua Ebenezer
Hamid Sheikh
Seok-Jun Lee
436
2
0
28 Feb 2025
A Modular Conditional Diffusion Framework for Image Reconstruction
Neural Information Processing Systems (NeurIPS), 2024
Magauiya Zhussip
Iaroslav Koshelev
Stamatis Lefkimmiatis
DiffM
310
2
0
08 Nov 2024
AdaptiveISP: Learning an Adaptive Image Signal Processor for Object Detection
Neural Information Processing Systems (NeurIPS), 2024
Yujin Wang
Tianyi Xu
Fan Zhang
Tianfan Xue
Liang Feng
VLM
222
24
0
30 Oct 2024
Enhanced Super-Resolution Training via Mimicked Alignment for Real-World Scenes
Asian Conference on Computer Vision (ACCV), 2024
Omar Elezabi
Zongwei Wu
Radu Timofte
CVBM
SupR
454
1
0
07 Oct 2024
Toward Efficient Deep Blind RAW Image Restoration
International Conference on Information Photonics (ICIP), 2024
Marcos V. Conde
Florin-Alexandru Vasluianu
Radu Timofte
203
7
0
26 Sep 2024
Retinex-RAWMamba: Bridging Demosaicing and Denoising for Low-Light RAW Image Enhancement
Xianmin Chen
Longfei Han
Peiliang Huang
Xiaoxu Feng
Longfei Han
Jiawei Han
Mamba
672
11
0
11 Sep 2024
RAW-Adapter: Adapting Pre-trained Visual Model to Camera RAW Images
European Conference on Computer Vision (ECCV), 2024
Ziteng Cui
Tatsuya Harada
210
19
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
306
10
0
12 Jun 2024
Deep RAW Image Super-Resolution. A NTIRE 2024 Challenge Survey
Marcos V. Conde
Florin-Alexandru Vasluianu
Radu Timofte
Jianxing Zhang
Jia Li
...
Jun Chen
Jinyang Yu
Kele Xu
Qisheng Xu
Yong Dou
SupR
351
19
0
24 Apr 2024
Simple Image Signal Processing using Global Context Guidance
Omar Elezabi
Marcos V. Conde
Radu Timofte
207
2
0
17 Apr 2024
Rawformer: Unpaired Raw-to-Raw Translation for Learnable Camera ISPs
Georgy Perevozchikov
Nancy Mehta
Mahmoud Afifi
Radu Timofte
464
8
0
16 Apr 2024
Event Camera Demosaicing via Swin Transformer and Pixel-focus Loss
Yunfan Lu
Yijie Xu
Wenzong Ma
Weiyu Guo
Hui Xiong
298
7
0
03 Apr 2024
Burst Super-Resolution with Diffusion Models for Improving Perceptual Quality
Kyotaro Tokoro
Kazutoshi Akita
Norimichi Ukita
436
5
0
28 Mar 2024
PQDynamicISP: Dynamically Controlled Image Signal Processor for Any Image Sensors Pursuing Perceptual Quality
Masakazu Yoshimura
Junji Otsuka
Takeshi Ohashi
422
4
0
15 Mar 2024
IRConStyle: Image Restoration Framework Using Contrastive Learning and Style Transfer
Dongqi Fan
Xin Zhao
Liang Chang
314
1
0
24 Feb 2024
Hybrid Training of Denoising Networks to Improve the Texture Acutance of Digital Cameras
Raphaël Achddou
Y. Gousseau
Saïd Ladjal
253
0
0
20 Feb 2024
MetaISP -- Exploiting Global Scene Structure for Accurate Multi-Device Color Rendition
Matheus Souza
Wolfgang Heidrich
251
5
0
06 Jan 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
261
16
0
04 Jan 2024
BSRAW: Improving Blind RAW Image Super-Resolution
Marcos V. Conde
Florin-Alexandru Vasluianu
Radu Timofte
245
11
0
24 Dec 2023
SYENet: A Simple Yet Effective Network for Multiple Low-Level Vision Tasks with Real-time Performance on Mobile Device
IEEE International Conference on Computer Vision (ICCV), 2023
Wei Gou
Ziyao Yi
Yan Xiang
Sha Li
Zibin Liu
Dehui Kong
Ke Xu
221
12
0
16 Aug 2023
Efficient Unified Demosaicing for Bayer and Non-Bayer Patterned Image Sensors
IEEE International Conference on Computer Vision (ICCV), 2023
Haechang Lee
Dongwon Park
Wongi Jeong
Kijeong Kim
Hyunwoo Je
Dongil Ryu
S. Chun
300
13
0
20 Jul 2023
Learning Degradation-Independent Representations for Camera ISP Pipelines
Computer Vision and Pattern Recognition (CVPR), 2023
Yanhui Guo
Fangzhou Luo
Xiaolin Wu
253
10
0
03 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
395
32
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
225
13
0
19 May 2023
FLIGHT Mode On: A Feather-Light Network for Low-Light Image Enhancement
Mustafa Ozcan
Hamza Ergezer
Mustafa Ayazoglu
3DV
231
16
0
18 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
350
28
0
10 May 2023
Optical Aberration Correction in Postprocessing using Imaging Simulation
ACM Transactions on Graphics (TOG), 2021
Shiqi Chen
H. Feng
Dexin Pan
Zhi-hai Xu
Qi Li
Yue-ting Chen
194
52
0
10 May 2023
Generating Aligned Pseudo-Supervision from Non-Aligned Data for Image Restoration in Under-Display Camera
Computer Vision and Pattern Recognition (CVPR), 2023
Ruicheng Feng
Chongyi Li
Huaijin Chen
Shuai Li
Liang Feng
Chen Change Loy
319
28
0
12 Apr 2023
Self-Supervised Reversed Image Signal Processing via Reference-Guided Dynamic Parameter Selection
Junji Otsuka
Masakazu Yoshimura
Takeshi Ohashi
294
5
0
24 Mar 2023
Raw or Cooked? Object Detection on RAW Images
Scandinavian Conference on Image Analysis (SCIA), 2023
William Ljungbergh
Joakim Johnander
Christoffer Petersson
Michael Felsberg
249
27
0
21 Jan 2023
MicroISP: Processing 32MP Photos on Mobile Devices with Deep Learning
Andrey D. Ignatov
Anastasia Sycheva
Radu Timofte
Yu-Wen Tseng
Yu-Syuan Xu
...
Cheng-Ming Chiang
Hsien-Kai Kuo
Min-Hung Chen
Chia-Ming Cheng
Luc Van Gool
MQ
247
27
0
08 Nov 2022
PyNet-V2 Mobile: Efficient On-Device Photo Processing With Neural Networks
International Conference on Pattern Recognition (ICPR), 2022
Andrey D. Ignatov
Grigory Malivenko
Radu Timofte
Yu-Wen Tseng
Yu-Syuan Xu
...
Cheng-Ming Chiang
Hsien-Kai Kuo
Min-Hung Chen
Chia-Ming Cheng
Luc Van Gool
3DH
176
26
0
08 Nov 2022
Power Efficient Video Super-Resolution on Mobile NPUs with Deep Learning, Mobile AI & AIM 2022 challenge: Report
Andrey D. Ignatov
Radu Timofte
Cheng-Ming Chiang
Hsien-Kai Kuo
Yu-Syuan Xu
...
Kele Xu
Li Liu
Zehua Cheng
Wenyi Lian
W. Lian
SupR
308
15
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07 Nov 2022
Efficient and Accurate Quantized Image Super-Resolution on Mobile NPUs, Mobile AI & AIM 2022 challenge: Report
Andrey D. Ignatov
Radu Timofte
Maurizio Denna
Abdelbadie Younes
Ganzorig Gankhuyag
...
Jing Liu
Garas Gendy
Nabil Sabor
J. Hou
Guanghui He
SupR
MQ
240
39
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07 Nov 2022
Efficient Single-Image Depth Estimation on Mobile Devices, Mobile AI & AIM 2022 Challenge: Report
Andrey D. Ignatov
Grigory Malivenko
Radu Timofte
Lukasz Treszczotko
Xin-ke Chang
...
Dongwon Park
Seongmin Hong
Joonhee Lee
Seunggyu Lee
Sengsub Chun
198
21
0
07 Nov 2022
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