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2011.04994
Cited By
AIM 2020 Challenge on Learned Image Signal Processing Pipeline
10 November 2020
Andrey D. Ignatov
Radu Timofte
Zhilu Zhang
Ming-Yu Liu
Haolin Wang
W. Zuo
Jiawei Zhang
Ruimao Zhang
Zhanglin Peng
Sijie Ren
Linhui Dai
Xiaohong Liu
Chengqi Li
Jun Chen
Yuichi Ito
Bhavya Vasudeva
Puneesh Deora
Umapada Pal
Zhenyu Guo
Yu Zhu
Tian Liang
LI
Cong Leng
Zhihong Pan
Baopu Li
Byung-Hoon Kim
Joonyoung Song
J. C. Ye
JaeHyun Baek
Magauiya Zhussip
Yeskendir Koishekenov
Hwechul Cho Ye
Xin Liu
Xueying Hu
Jun Jiang
Liang Feng
Keqin Li
P. Tan
Bingxin Hou
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Papers citing
"AIM 2020 Challenge on Learned Image Signal Processing Pipeline"
48 / 48 papers shown
Experts-Guided Unbalanced Optimal Transport for ISP Learning from Unpaired and/or Paired Data
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Task-Aware Image Signal Processor for Advanced Visual Perception
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Jin Xiao
Leheng Zhang
Kexuan Shi
Shuhang Gu
178
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17 Sep 2025
NTIRE 2025 the 2nd Restore Any Image Model (RAIM) in the Wild Challenge
Jie Liang
Radu Timofte
Qiaosi Yi
Zhengqiang Zhang
Shuaizheng Liu
Lingchen Sun
Rongyuan Wu
Xindong Zhang
Hui Zeng
Lei Zhang
431
21
0
02 Jun 2025
Learned Lightweight Smartphone ISP with Unpaired Data
Andrei Arhire
Radu Timofte
370
3
0
15 May 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
415
6
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25 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
A Comprehensive Survey on Image Signal Processing Approaches for Low-Illumination Image Enhancement
Muhammad Turab
499
2
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09 Feb 2025
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
480
11
0
16 Nov 2024
NTIRE 2024 Challenge on Night Photography Rendering
Egor Ershov
Artyom Panshin
Oleg Karasev
Sergey Korchagin
Shepelev Lev
...
Qihua Cheng
Fangpu Zhang
Zhiqiang Xu
Jingyu Yang
Huanjing Yue
311
14
0
18 Jun 2024
NTIRE 2024 Restore Any Image Model (RAIM) in the Wild Challenge
Jie Liang
Radu Timofte
Qiaosi Yi
Shuai Liu
Lingchen Sun
Rongyuan Wu
Xindong Zhang
Huiyu Zeng
Lei Zhang
360
22
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16 May 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
465
8
0
16 Apr 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
268
16
0
04 Jan 2024
Iterative Token Evaluation and Refinement for Real-World Super-Resolution
AAAI Conference on Artificial Intelligence (AAAI), 2023
Chaofeng Chen
Shangchen Zhou
Liang Liao
Haoning Wu
Wenxiu Sun
Qiong Yan
Weisi Lin
219
11
0
09 Dec 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
228
13
0
19 May 2023
RViDeformer: Efficient Raw Video Denoising Transformer with a Larger Benchmark Dataset
Huanjing Yue
Cong Cao
Lei Liao
Jingyu Yang
ViT
450
16
0
01 May 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
Realistic Bokeh Effect Rendering on Mobile GPUs, Mobile AI & AIM 2022 challenge: Report
Andrey D. Ignatov
Radu Timofte
Jin Zhang
Feng Zhang
G. Yu
...
Mingyang Qian
Huixin Ma
Yanan Li
Xiaotao Wang
Lei Lei
253
13
0
07 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
0
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
243
39
0
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
Learned Smartphone ISP on Mobile GPUs with Deep Learning, Mobile AI & AIM 2022 Challenge: Report
Andrey D. Ignatov
Radu Timofte
Shuai Liu
Chaoyu Feng
Furui Bai
...
Xin Lou
Wei Zhou
Cong Pang
Haina Qin
Mingxuan Cai
271
34
0
07 Nov 2022
Reversed Image Signal Processing and RAW Reconstruction. AIM 2022 Challenge Report
Marcos V. Conde
Radu Timofte
Yibin Huang
Jingyang Peng
Chang-Xia Chen
...
Furkan Kiracc
Lin Leyi
S M Nadim Uddin
Diponkar Ghosh
Yong Ju Jung
292
19
0
20 Oct 2022
LW-ISP: A Lightweight Model with ISP and Deep Learning
British Machine Vision Conference (BMVC), 2022
Hongyang Chen
Kaisheng Ma
VLM
265
5
0
08 Oct 2022
Transform your Smartphone into a DSLR Camera: Learning the ISP in the Wild
European Conference on Computer Vision (ECCV), 2022
A. S. Tripathi
Martin Danelljan
Samarth Shukla
Radu Timofte
Luc Van Gool
348
12
0
20 Mar 2022
CRISPnet: Color Rendition ISP Net
Matheus Souza
Wolfgang Heidrich
263
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
263
6
0
08 Mar 2022
Learning RAW-to-sRGB Mappings with Inaccurately Aligned Supervision
Zhilu Zhang
Haolin Wang
Ming-Yu Liu
Ruohao Wang
Jiawei Zhang
W. Zuo
208
56
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
146
7
0
03 Aug 2021
Overparametrization of HyperNetworks at Fixed FLOP-Count Enables Fast Neural Image Enhancement
Lorenz K. Muller
150
8
0
18 May 2021
Fast and Accurate Quantized Camera Scene Detection on Smartphones, Mobile AI 2021 Challenge: Report
Andrey D. Ignatov
Grigory Malivenko
Radu Timofte
Sheng Chen
Xin Xia
...
K. Lyda
L. Khojoyan
Abhishek Thanki
Sayak Paul
Shahid Siddiqui
MQ
257
23
0
17 May 2021
Fast and Accurate Single-Image Depth Estimation on Mobile Devices, Mobile AI 2021 Challenge: Report
Andrey D. Ignatov
Grigory Malivenko
D. Plowman
Samarth Shukla
Radu Timofte
...
Tianpeng Feng
Yang Liu
Chuannan Sheng
Jian Yin
Fausto T. Benavide
MDE
199
39
0
17 May 2021
Real-Time Video Super-Resolution on Smartphones with Deep Learning, Mobile AI 2021 Challenge: Report
Andrey D. Ignatov
Andrés Romero
Heewon Kim
Radu Timofte
C. Ho
...
Xiumei Wang
Jiaming Guo
Xueyi Zhou
Hao Jia
Youliang Yan
SupR
242
65
0
17 May 2021
Real-Time Quantized Image Super-Resolution on Mobile NPUs, Mobile AI 2021 Challenge: Report
Andrey D. Ignatov
Radu Timofte
Maurizio Denna
Abdelrazak Younes
A. Lek
...
Kun Zeng
Peirong Li
Zhi-Hao Liu
Shiqi Xue
Shengpeng Wang
SupR
MQ
193
69
0
17 May 2021
Fast Camera Image Denoising on Mobile GPUs with Deep Learning, Mobile AI 2021 Challenge: Report
Andrey D. Ignatov
Kim Byeoung-su
Radu Timofte
Angeline Pouget
Fenglong Song
...
Lei Lei
Chaoyu Feng
Daigang Xu
Z. Lei
Feifei Chen
203
36
0
17 May 2021
Learned Smartphone ISP on Mobile NPUs with Deep Learning, Mobile AI 2021 Challenge: Report
Andrey D. Ignatov
Cheng-Ming Chiang
Hsien-Kai Kuo
Anastasia Sycheva
Radu Timofte
...
K. Upla
Kiran Raja
Raghavendra Ramachandra
Christoph Busch
Etienne de Stoutz
205
61
0
17 May 2021
PyNET-CA: Enhanced PyNET with Channel Attention for End-to-End Mobile Image Signal Processing
Byung-Hoon Kim
Joonyoung Song
J. C. Ye
JaeHyun Baek
193
30
0
07 Apr 2021
AIM 2020 Challenge on Rendering Realistic Bokeh
Andrey D. Ignatov
Radu Timofte
Ming Qian
Congyu Qiao
Jiamin Lin
...
Xueqin Chen
Tengyao Wang
Max Zheng
Hulk Wong
Jay S. Zou
271
49
0
10 Nov 2020
AIM 2020 Challenge on Image Extreme Inpainting
Evangelos Ntavelis
Andrés Romero
Siavash Bigdeli
Radu Timofte
232
27
0
02 Oct 2020
Efficient Image Super-Resolution Using Pixel Attention
Hengyuan Zhao
Xiangtao Kong
Jingwen He
Yu Qiao
Chao Dong
SupR
270
444
0
02 Oct 2020
AIM 2020 Challenge on Video Temporal Super-Resolution
Sanghyun Son
Jaerin Lee
Seungjun Nah
Radu Timofte
Kyoung Mu Lee
SupR
274
21
0
28 Sep 2020
AIM 2020: Scene Relighting and Illumination Estimation Challenge
Majed El Helou
Ruofan Zhou
Sabine Süsstrunk
Radu Timofte
Mahmoud Afifi
...
Liping Dong
Zhuolong Jiang
Chenghua Li
Cong Leng
Jian Cheng
332
44
0
27 Sep 2020
AIM 2020 Challenge on Real Image Super-Resolution: Methods and Results
Pengxu Wei
Hannan Lu
Radu Timofte
Liang Lin
W. Zuo
...
Jun-Ho Choi
Jong-Seok Lee
Feras Almasri
T. Vandamme
O. Debeir
SupR
250
42
0
25 Sep 2020
AIM 2020 Challenge on Efficient Super-Resolution: Methods and Results
Lucas Beerens
Martin Danelljan
Yawei Li
Radu Timofte
Jie Liu
...
Wenhao Wang
Zhenbing Liu
Rushi Lan
Rao Muhammad Umer
C. Micheloni
SupR
231
99
0
15 Sep 2020
AIM 2020 Challenge on Video Extreme Super-Resolution: Methods and Results
Dario Fuoli
Zhiwu Huang
Shuhang Gu
Radu Timofte
Arnau Raventos
...
Kazutoshi Akita
Norimichi Ukita
S. HrishikeshP.
Densen Puthussery
V. JijiC.
SupR
209
18
0
14 Sep 2020
AWNet: Attentive Wavelet Network for Image ISP
Linhui Dai
Xiaohong Liu
Chengqi Li
Jun Chen
227
66
0
20 Aug 2020
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