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1804.04450
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Distort-and-Recover: Color Enhancement using Deep Reinforcement Learning
12 April 2018
Jongchan Park
Joon-Young Lee
Donggeun Yoo
In So Kweon
OffRL
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Papers citing
"Distort-and-Recover: Color Enhancement using Deep Reinforcement Learning"
50 / 69 papers shown
High-resolution Photo Enhancement in Real-time: A Laplacian Pyramid Network
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025
Feng Zhang
Haoyou Deng
Zhiqiang Li
Lida Li
Bin Xu
...
Zisheng Cao
Minchen Wei
Changxin Gao
Nong Sang
X. Bai
156
5
0
13 Oct 2025
Image Enhancement Based on Pigment Representation
Se-Ho Lee
Keunsoo Ko
Seung Wook Kim
175
0
0
03 Oct 2025
Lightweight and Fast Real-time Image Enhancement via Decomposition of the Spatial-aware Lookup Tables
Wontae Kim
Keuntek Lee
Nam Ik Cho
135
0
0
22 Aug 2025
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
25
0
30 Oct 2024
Prompt-Guided Image-Adaptive Neural Implicit Lookup Tables for Interpretable Image Enhancement
ACM Multimedia (MM), 2024
Satoshi Kosugi
249
3
0
20 Aug 2024
Cropper: Vision-Language Model for Image Cropping through In-Context Learning
Computer Vision and Pattern Recognition (CVPR), 2024
Seung Hyun Lee
Junjie Ke
Yinxiao Li
Junfeng He
Steven Hickson
...
Irfan Essa
Sangpil Kim
Ming-Hsuan Yang
Irfan Essa
Feng Yang
VLM
507
8
0
14 Aug 2024
Quality-guided Skin Tone Enhancement for Portrait Photography
Shiqi Gao
Huiyu Duan
Xinyue Li
Kang Fu
Yicong Peng
Qihang Xu
Yuanyuan Chang
Jia Wang
Xiongkuo Min
Guangtao Zhai
DiffM
296
9
0
22 Jun 2024
Light the Night: A Multi-Condition Diffusion Framework for Unpaired Low-Light Enhancement in Autonomous Driving
Jinlong Li
Baolu Li
Zhengzhong Tu
Xinyu Liu
Qing Guo
Felix Juefei Xu
Runsheng Xu
Hongkai Yu
DiffM
279
74
0
07 Apr 2024
Image Deraining via Self-supervised Reinforcement Learning
He-Hao Liao
Yan-Tsung Peng
Wen-Tao Chu
Ping-Chun Hsieh
Chung-Chi Tsai
278
1
0
27 Mar 2024
Lookup Table meets Local Laplacian Filter: Pyramid Reconstruction Network for Tone Mapping
Neural Information Processing Systems (NeurIPS), 2023
Feng Zhang
Ming Tian
Zhiqiang Li
Bin Xu
Qingbo Lu
Changxin Gao
Nong Sang
283
18
0
26 Oct 2023
Redistributing the Precision and Content in 3D-LUT-based Inverse Tone-mapping for HDR/WCG Display
Conference on Visual Media Production (CVMP), 2023
Weijie Wei
Leidong Fan
Martin R. Oswald
Hanyuan Liu
Kanglin Liu
Xiuhua Jiang
3DGS
243
2
0
29 Sep 2023
Lighting up NeRF via Unsupervised Decomposition and Enhancement
IEEE International Conference on Computer Vision (ICCV), 2023
Haoyuan Wang
Xiaohan Li
Ke Xu
Rynson W. H. Lau
224
52
0
20 Jul 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
ALL-E: Aesthetics-guided Low-light Image Enhancement
International Joint Conference on Artificial Intelligence (IJCAI), 2023
Ling Li
Dong Liang
Yuan Gao
Sheng-Jun Huang
Songcan Chen
DiffM
305
11
0
28 Apr 2023
Mutual Guidance and Residual Integration for Image Enhancement
Kun Zhou
Kenkun Liu
Wenbo Li
Xiaoguang Han
Jiangbo Lu
212
1
0
25 Nov 2022
One-shot Detail Retouching with Patch Space Neural Transformation Blending
Conference on Visual Media Production (VMP), 2022
Fazilet Gokbudak
Cengiz Öztireli
396
1
0
03 Oct 2022
Distilling Style from Image Pairs for Global Forward and Inverse Tone Mapping
Conference on Visual Media Production (VMP), 2022
Aamir Mustafa
Param Hanji
Rafał K. Mantiuk
211
10
0
30 Sep 2022
Reflectance-Guided, Contrast-Accumulated Histogram Equalization
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020
Xiaomeng Wu
T. Kawanishi
K. Kashino
211
9
0
14 Sep 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
199
51
0
05 Sep 2022
SepLUT: Separable Image-adaptive Lookup Tables for Real-time Image Enhancement
European Conference on Computer Vision (ECCV), 2022
Canqian Yang
Meiguang Jin
Yi Tian Xu
Rui Zhang
Ying-Cong Chen
Huaida Liu
202
70
0
18 Jul 2022
Neural Color Operators for Sequential Image Retouching
European Conference on Computer Vision (ECCV), 2022
Yili Wang
Xin Li
K. Xu
Dongliang He
Tao Gui
Fu Li
Errui Ding
214
22
0
17 Jul 2022
Explaining Image Enhancement Black-Box Methods through a Path Planning Based Algorithm
Marco Cotogni
C. Cusano
167
2
0
14 Jul 2022
Learning Diverse Tone Styles for Image Retouching
IEEE Transactions on Image Processing (IEEE TIP), 2022
Hao Wang
Jiawei Zhang
Ming-Yu Liu
Xiaohe Wu
W. Zuo
302
12
0
12 Jul 2022
Controllable Image Enhancement
Heewon Kim
Kyoung Mu Lee
186
4
0
16 Jun 2022
Cascade Luminance and Chrominance for Image Retouching: More Like Artist
Hailong Ma
Sibo Feng
Xi Xiao
Chenyu Dong
Xingyue Cheng
203
1
0
31 May 2022
You Only Need 90K Parameters to Adapt Light: A Light Weight Transformer for Image Enhancement and Exposure Correction
British Machine Vision Conference (BMVC), 2022
Ziteng Cui
Kunchang Li
Lin Gu
Sheng Su
Shiyang Feng
Zhengkai Jiang
Yu Qiao
Tatsuya Harada
ViT
621
266
0
30 May 2022
TreEnhance: A Tree Search Method For Low-Light Image Enhancement
Pattern Recognition (Pattern Recogn.), 2022
Marco Cotogni
C. Cusano
212
35
0
25 May 2022
AdaInt: Learning Adaptive Intervals for 3D Lookup Tables on Real-time Image Enhancement
Computer Vision and Pattern Recognition (CVPR), 2022
Canqian Yang
Meiguang Jin
Xu Jia
Yi Tian Xu
Ying-Cong Chen
315
98
0
29 Apr 2022
Learning Enriched Features for Fast Image Restoration and Enhancement
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Syed Waqas Zamir
Aditya Arora
Salman Khan
Munawar Hayat
Fahad Shahbaz Khan
Ming-Hsuan Yang
Ling Shao
SupR
313
570
0
19 Apr 2022
FCNet: A Convolutional Neural Network for Arbitrary-Length Exposure Estimation
Jin Liang
Yuchen Yang
Anran Zhang
Jun Xu
Hui Li
Xiantong Zhen
414
1
0
05 Mar 2022
Half Wavelet Attention on M-Net+ for Low-Light Image Enhancement
International Conference on Information Photonics (ICIP), 2022
Chi-Mao Fan
Tsung-Jung Liu
Kuan-Hsien Liu
229
104
0
02 Mar 2022
Learning Pixel-Adaptive Weights for Portrait Photo Retouching
Binglu Wang
Cheng Lu
Dawei Yan
Yongqiang Zhao
3DH
286
10
0
07 Dec 2021
Aesthetic Photo Collage with Deep Reinforcement Learning
Mingrui Zhang
Mading Li
Li Chen
Jiahao Yu
194
3
0
19 Oct 2021
StarEnhancer: Learning Real-Time and Style-Aware Image Enhancement
IEEE International Conference on Computer Vision (ICCV), 2021
Yuda Song
Hui Qian
Xin Du
402
59
0
27 Jul 2021
ReLLIE: Deep Reinforcement Learning for Customized Low-Light Image Enhancement
Rongkai Zhang
Lanqing Guo
Siyu Huang
Bihan Wen
OffRL
314
67
0
13 Jul 2021
Delta Sampling R-BERT for limited data and low-light action recognition
Sanchit Hira
Ritwik Das
Abhinav Modi
D. Pakhomov
242
19
0
12 Jul 2021
A Reinforcement Learning Approach for Sequential Spatial Transformer Networks
International Conference on Artificial Neural Networks (ICANN), 2019
Fatemeh Azimi
Federico Raue
Jörn Hees
Andreas Dengel
208
3
0
27 Jun 2021
User-Guided Personalized Image Aesthetic Assessment based on Deep Reinforcement Learning
IEEE transactions on multimedia (IEEE Trans. Multimedia), 2021
Pei Lv
Jianqing Fan
Xixi Nie
Weiming Dong
Xiaoheng Jiang
Bing Zhou
Mingliang Xu
Changsheng Xu
284
39
0
14 Jun 2021
PPR10K: A Large-Scale Portrait Photo Retouching Dataset with Human-Region Mask and Group-Level Consistency
Computer Vision and Pattern Recognition (CVPR), 2021
Jie Liang
Huiyu Zeng
Miaomiao Cui
Xuansong Xie
Lei Zhang
VLM
138
74
0
19 May 2021
Network Architecture Search for Face Enhancement
R. Yasarla
Hamid Reza Vaezi Joze
Vishal M. Patel
CVBM
172
4
0
13 May 2021
Very Lightweight Photo Retouching Network with Conditional Sequential Modulation
IEEE transactions on multimedia (IEEE Trans. Multimedia), 2021
Yihao Liu
Jingwen He
Xiangyu Chen
Zhengwen Zhang
Hengyuan Zhao
Chao Dong
Yu Qiao
199
32
0
13 Apr 2021
Bridge the Vision Gap from Field to Command: A Deep Learning Network Enhancing Illumination and Details
IEEE international Symposium on Broadband Multimedia Systems and Broadcasting (BMSB), 2021
Zhuqing Jiang
Chang Liu
Yanan Wang
Kai Li
Aidong Men
Haiying Wang
Haiyong Luo
147
2
0
20 Jan 2021
Adaptive Remote Sensing Image Attribute Learning for Active Object Detection
International Conference on Pattern Recognition (ICPR), 2021
Nuo Xu
Chunlei Huo
Jiacheng Guo
Yiwei Liu
Jian Wang
Chunhong Pan
ObjD
234
5
0
16 Jan 2021
Low Light Image Enhancement via Global and Local Context Modeling
Aditya Arora
Muhammad Haris
Syed Waqas Zamir
Munawar Hayat
Fahad Shahbaz Khan
Ling Shao
Ming-Hsuan Yang
382
9
0
04 Jan 2021
An Efficient Recurrent Adversarial Framework for Unsupervised Real-Time Video Enhancement
International Journal of Computer Vision (IJCV), 2020
Dario Fuoli
Zhiwu Huang
D. Paudel
Luc Van Gool
Radu Timofte
367
9
0
24 Dec 2020
Flexible Piecewise Curves Estimation for Photo Enhancement
Chongyi Li
Chunle Guo
Qiming Ai
Shangchen Zhou
Chen Change Loy
240
22
0
26 Oct 2020
A Benchmark and Baseline for Language-Driven Image Editing
Asian Conference on Computer Vision (ACCV), 2020
Jing Shi
Ning Xu
Trung Bui
Franck Dernoncourt
Zheng Wen
Chenliang Xu
DiffM
346
36
0
05 Oct 2020
Self-Play Reinforcement Learning for Fast Image Retargeting
ACM Multimedia (ACM MM), 2020
Nobukatsu Kajiura
Satoshi Kosugi
Xueting Wang
T. Yamasaki
368
23
0
02 Oct 2020
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
363
338
0
30 Sep 2020
A Generative Adversarial Approach with Residual Learning for Dust and Scratches Artifacts Removal
Ionut Mironica
GAN
197
7
0
22 Sep 2020
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