Learning Image-adaptive 3D Lookup Tables for High Performance Photo Enhancement in Real-time

30 September 2020

Lei Zhang

Papers citing "Learning Image-adaptive 3D Lookup Tables for High Performance Photo Enhancement in Real-time"

50 / 98 papers shown

Title
Image Restoration via Multi-domain Learning Xingyu Jiang Ning Gao Xiuhui Zhang Hongkun Dou Shaowen Fu Xiaoqing Zhong Yiming Li Yue Deng ViT 43 0 0 07 May 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 47 0 0 03 Apr 2025
Pan-LUT: Efficient Pan-sharpening via Learnable Look-Up Tables Zhongnan Cai Yingying Wang Yunlong Lin Hui Zheng Ge Meng Zixu Lin Jiaxin Xie Junbin Lu Yue Huang Xinghao Ding 42 0 0 31 Mar 2025
DnLUT: Ultra-Efficient Color Image Denoising via Channel-Aware Lookup Tables Sidi Yang Binxiao Huang Yulun Zhang Dahai Yu Yujiu Yang Ngai Wong 62 0 0 20 Mar 2025
GM-MoE: Low-Light Enhancement with Gated-Mechanism Mixture-of-Experts Minwen Liao Hao Bo Dong Xinyi Wang Ziyang Yan Yihua Shao MoE DiffM 61 0 0 10 Mar 2025
Quality Enhancement of Radiographic X-ray Images by Interpretable Mapping Hongxu Yang Najib Akram Aboobacker Xiaomeng Dong German Gonzalez L. Ferenczi Gopal Avinash MedIm 77 0 0 21 Jan 2025
Discovering an Image-Adaptive Coordinate System for Photography Processing Ziteng Cui Lin Gu Tatsuya Harada 46 1 0 11 Jan 2025
Efficient Neural Network Encoding for 3D Color Lookup Tables Vahid Zehtab David B. Lindell Marcus A. Brubaker Michael S. Brown 3DV VOS 99 0 0 19 Dec 2024
Multi-Exposure Image Fusion via Distilled 3D LUT Grid with Editable Mode Xin Su Zhuoran Zheng 78 0 0 18 Dec 2024
Learning Adaptive Lighting via Channel-Aware Guidance Qirui Yang Peng-Tao Jiang Hao Zhang Jinwei Chen Bo Li Huanjing Yue Jingyu Yang 81 1 0 02 Dec 2024
Efficient Diffusion as Low Light Enhancer Guanzhou Lan Qianli Ma Yuqi Yang Zhigang Wang Dong Wang Yuan Yuan Bin Zhao 32 0 0 16 Oct 2024
Unsupervised Low-light Image Enhancement with Lookup Tables and Diffusion Priors Yunlong Lin Zhenqi Fu Kairun Wen Tian-Chun Ye Sixiang Chen Ge Meng Yingying Wang Yue Huang Xiaotong Tu Xinghao Ding DiffM 29 4 0 27 Sep 2024
Optimizing 4D Lookup Table for Low-light Video Enhancement via Wavelet Priori Jinhong He Minglong Xue Wenhai Wang Mingliang Zhou 39 0 0 13 Sep 2024
Prompt-Guided Image-Adaptive Neural Implicit Lookup Tables for Interpretable Image Enhancement Satoshi Kosugi 21 0 0 20 Aug 2024
Joint RGB-Spectral Decomposition Model Guided Image Enhancement in Mobile Photography Kailai Zhou Lijing Cai Yibo Wang Mengya Zhang Bihan Wen Qiu Shen Xun Cao 30 1 0 25 Jul 2024
Unified-EGformer: Exposure Guided Lightweight Transformer for Mixed-Exposure Image Enhancement Eashan Adhikarla Kai Zhang Rosaura G. VidalMata Manjushree B. Aithal Nikhil Ambha Madhusudhana John Nicholson Lichao Sun Brian D. Davison 45 2 0 18 Jul 2024
LeRF: Learning Resampling Function for Adaptive and Efficient Image Interpolation Jiacheng Li Chang Chen Fenglong Song Youliang Yan Zhiwei Xiong 39 0 0 13 Jul 2024
NamedCurves: Learned Image Enhancement via Color Naming David Serrano-Lozano Luis Herranz Michael S. Brown Javier Vázquez-Corral DiffM 36 1 0 13 Jul 2024
DiffRetouch: Using Diffusion to Retouch on the Shoulder of Experts Zheng-Peng Duan Jiawei Zhang Zheng Lin Xin Jin Dongqing Zou Chunle Guo Chongyi Li DiffM 42 0 0 04 Jul 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 46 3 0 22 Jun 2024
SDNIA-YOLO: A Robust Object Detection Model for Extreme Weather Conditions Yuexiong Ding Xiaowei Luo 43 1 0 18 Jun 2024
Low-Light Video Enhancement via Spatial-Temporal Consistent Decomposition Xiaogang Xu Kun Zhou Tao Hu Jiafei Wu Ruixing Wang Hao Peng Bei Yu 40 0 0 24 May 2024
WB LUTs: Contrastive Learning for White Balancing Lookup Tables Sai Kumar Reddy Manne Michael Wan 14 0 0 15 Apr 2024
CLIPtone: Unsupervised Learning for Text-based Image Tone Adjustment Hyeongmin Lee Kyoungkook Kang Jungseul Ok Sunghyun Cho CLIP 40 2 0 01 Apr 2024
Taming Lookup Tables for Efficient Image Retouching Sidi Yang Binxiao Huang Ming Cao Yatai Ji Hanzhong Guo Ngai Wong Yujiu Yang 29 2 0 28 Mar 2024
PQDynamicISP: Dynamically Controlled Image Signal Processor for Any Image Sensors Pursuing Perceptual Quality Masakazu Yoshimura Junji Otsuka Takeshi Ohashi 37 2 0 15 Mar 2024
You Only Need One Color Space: An Efficient Network for Low-light Image Enhancement Qingsen Yan Yixu Feng Cheng Zhang Pei Wang Peng Wu Wei Dong Jinqiu Sun Yanning Zhang 45 27 0 08 Feb 2024
InstructIR: High-Quality Image Restoration Following Human Instructions Marcos V. Conde Gregor Geigle Radu Timofte DiffM 25 49 0 29 Jan 2024
LYT-Net: Lightweight YUV Transformer-based Network for Low-Light Image Enhancement A. Brateanu R. Balmez A. Avram C. C. Orhei ViT 36 17 0 26 Jan 2024
AttentionLut: Attention Fusion-based Canonical Polyadic LUT for Real-time Image Enhancement Kang Fu Yicong Peng Zicheng Zhang Qihang Xu Xiaohong Liu Jia Wang Guangtao Zhai 34 6 0 03 Jan 2024
Geometric-Aware Low-Light Image and Video Enhancement via Depth Guidance Yingqi Lin Xiaogang Xu Yan Han Xiaogang Xu Zhe Liu 30 0 0 26 Dec 2023
StyleRetoucher: Generalized Portrait Image Retouching with GAN Priors Wanchao Su Can Wang Chen Liu Hangzhou Han Hongbo Fu Jing Liao 20 1 0 22 Dec 2023
Advancements and Trends in Ultra-High-Resolution Image Processing: An Overview Zhuoran Zheng Boxue Xiao 26 0 0 30 Nov 2023
Online Video Quality Enhancement with Spatial-Temporal Look-up Tables Zefan Qu Xinyang Jiang Yifan Yang Dongsheng Li Cairong Zhao 18 0 0 22 Nov 2023
LuminanceL1Loss: A loss function which measures percieved brightness and colour differences Dominic De Jonge 32 0 0 08 Nov 2023
CLIP Guided Image-perceptive Prompt Learning for Image Enhancement Weiwen Chen Qiuhong Ke Zinuo Li CLIP VLM 24 2 0 07 Nov 2023
Lookup Table meets Local Laplacian Filter: Pyramid Reconstruction Network for Tone Mapping Feng Zhang Ming Tian Zhiqiang Li Bin Xu Qingbo Lu Changxin Gao Nong Sang 19 9 0 26 Oct 2023
Redistributing the Precision and Content in 3D-LUT-based Inverse Tone-mapping for HDR/WCG Display Weijie Wei Leidong Fan Martin R. Oswald Hanyuan Liu Kanglin Liu Xiuhua Jiang 3DGS 23 1 0 29 Sep 2023
MEFLUT: Unsupervised 1D Lookup Tables for Multi-exposure Image Fusion Ting Jiang Chuan Wang Xinpeng Li Ru Li Haoqiang Fan Shuaicheng Liu 21 17 0 21 Sep 2023
Towards Efficient SDRTV-to-HDRTV by Learning from Image Formation Xiangyu Chen Zheyuan Li Zhengwen Zhang Jimmy S. J. Ren Yihao Liu Jingwen He Yu Qiao Jiantao Zhou Chao Dong 24 1 0 08 Sep 2023
SYENet: A Simple Yet Effective Network for Multiple Low-Level Vision Tasks with Real-time Performance on Mobile Device Wei Gou Ziyao Yi Yan Xiang Sha Li Zibin Liu Dehui Kong Ke Xu 27 4 0 16 Aug 2023
FastLLVE: Real-Time Low-Light Video Enhancement with Intensity-Aware Lookup Table Wenhao Li Guangyang Wu Wenyi Wang Peiran Ren Xiaohong Liu 17 14 0 13 Aug 2023
Deep Image Harmonization with Learnable Augmentation Li Niu Junyan Cao Wenyan Cong Liqing Zhang 19 6 0 01 Aug 2023
LLDiffusion: Learning Degradation Representations in Diffusion Models for Low-Light Image Enhancement Tao Wang Kaihao Zhang Ziqian Shao Wenhan Luo B. Stenger Tae-Kyun Kim Wei Liu Hongdong Li DiffM 34 12 0 27 Jul 2023
Zero-Shot Image Harmonization with Generative Model Prior Jianqi Chen Yilan Zhang Zhengxia Zou Keyan Chen Z. Shi DiffM 28 5 0 17 Jul 2023
Lightweight Improved Residual Network for Efficient Inverse Tone Mapping Liqi Xue Tian-Ming Xu Yong-ji Song Yan Liu Lei Zhang Xiantong Zhen Jun Xu 25 0 0 08 Jul 2023
NILUT: Conditional Neural Implicit 3D Lookup Tables for Image Enhancement Marcos V. Conde Javier Vázquez-Corral M. S. Brown Radu Timofte 3DH 23 16 0 20 Jun 2023
Personalized Image Enhancement Featuring Masked Style Modeling Satoshi Kosugi T. Yamasaki DiffM 21 1 0 15 Jun 2023
Crowd-Powered Photo Enhancement Featuring an Active Learning Based Local Filter Satoshi Kosugi T. Yamasaki 21 2 0 15 Jun 2023
Learning Image-Adaptive Codebooks for Class-Agnostic Image Restoration Kechun Liu Yitong Jiang Inchang Choi Liang Feng 26 13 0 10 Jun 2023