Unprocessing Images for Learned Raw Denoising

27 November 2018

Papers citing "Unprocessing Images for Learned Raw Denoising"

50 / 195 papers shown

Title
From Classical to Hybrid: A Practical Framework for Quantum-Enhanced Learning Silvie Illésová Tomáš Bezděk Vojtěch Novák Ivan Zelinka Stefano Cacciatore Martin Beseda 184 0 0 11 Nov 2025
Enabling High-Quality In-the-Wild Imaging from Severely Aberrated Metalens Bursts Debabrata Mandal Zhihan Peng Yujie Wang Praneeth Chakravarthula 98 1 0 11 Oct 2025
Dark-ISP: Enhancing RAW Image Processing for Low-Light Object Detection Jiasheng Guo Xin Gao Yuxiang Yan Guanghao Li Jian Pu 96 2 0 11 Sep 2025
RDDM: Practicing RAW Domain Diffusion Model for Real-world Image Restoration Yan Chen Yi Wen Wei Li Junchao Liu Yong Guo Jie Hu X. Chen DiffM 103 0 0 26 Aug 2025
AIM 2025 Low-light RAW Video Denoising Challenge: Dataset, Methods and Results Alexander Yakovenko George Chakvetadze Ilya Khrapov Maksim Zhelezov D. Vatolin ... Xiaoping Peng Hansen Feng Zhanyi Tie Ziming Xia Lizhi Wang 104 12 0 22 Aug 2025
Spatial-Frequency Aware for Object Detection in RAW Image Zhuohua Ye Liming Zhang Hongru Han ObjD 137 0 0 02 Aug 2025
CHROMA: Consistent Harmonization of Multi-View Appearance via Bilateral Grid Prediction Jisu Shin Richard Shaw Seunghyun Shin Zhensong Zhang Hae-Gon Jeon Hae-Gon Jeon 240 0 0 21 Jul 2025
Diffusion-Guided Knowledge Distillation for Weakly-Supervised Low-Light Semantic Segmentation Chunyan Wang Dong Zhang Jinhui Tang DiffM 322 0 0 10 Jul 2025
Towards Controllable Real Image Denoising with Camera Parameters Youngjin Oh J. Kwon Keuntek Lee N. Cho 112 2 0 02 Jul 2025
A Real-time Endoscopic Image Denoising System Yu Xing Shishi Huang Meng Lv Guo Chen Huailiang Wang Lingzhi Sui 121 1 0 18 Jun 2025
YOND: Practical Blind Raw Image Denoising Free from Camera-Specific Data Dependency Hansen Feng Lizhi Wang Yiqi Huang Tong Li Lin Zhu Hua Huang 226 3 0 04 Jun 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 237 23 0 02 Jun 2025
Efficient RAW Image Deblurring with Adaptive Frequency Modulation Wenlong Jiao Binglong Li Wei Shang Ping Wang Dongwei Ren 295 1 0 30 May 2025
$Large-Area Fabrication-Aware Computational Diffractive Optics$ Large-Area Fabrication-Aware Computational Diffractive Optics Kaixuan Wei Hector A. Jimenez-Romero Hadi Amata Jipeng Sun Q. Fu Felix Heide Wolfgang Heidrich 130 1 0 28 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 294 0 0 03 Apr 2025
Dark Noise Diffusion: Noise Synthesis for Low-Light Image DenoisingIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025 Liying Lu Raphaël Achddou Sabine Süsstrunk DiffM 254 0 0 14 Mar 2025
SimROD: A Simple Baseline for Raw Object Detection with Global and Local Enhancements Haiyang Xie Xi Shen Shihua Huang Qirui Wang Zheng Wang 324 0 0 10 Mar 2025
A Physics-Informed Blur Learning Framework for Imaging SystemsComputer Vision and Pattern Recognition (CVPR), 2025 Liqun Chen Yuxuan Li Jun Dai Liang Feng Tianfan Xue 228 2 0 17 Feb 2025
Realistic Noise Synthesis with Diffusion ModelsAAAI Conference on Artificial Intelligence (AAAI), 2023 Qi Wu Mingyan Han Ting Jiang Chengzhi Jiang B. Zeng Man Jiang Haoqiang Fan Shuaicheng Liu DiffM 470 4 0 03 Jan 2025
Positive2Negative: Breaking the Information-Lossy Barrier in Self-Supervised Single Image DenoisingComputer Vision and Pattern Recognition (CVPR), 2024 Tong Li Lizhi Wang Zhiyuan Xu Lin Zhu Wanxuan Lu Hua Huang 374 3 0 21 Dec 2024
Modeling Dual-Exposure Quad-Bayer Patterns for Joint Denoising and DeblurringIEEE Transactions on Image Processing (TIP), 2024 Yuzhi Zhao L. Po Xin Ye Yongzhe Xu Qiong Yan 354 4 0 10 Dec 2024
A Modular Conditional Diffusion Framework for Image ReconstructionNeural Information Processing Systems (NeurIPS), 2024 Magauiya Zhussip Iaroslav Koshelev Stamatis Lefkimmiatis DiffM 205 2 0 08 Nov 2024
Neural Light Spheres for Implicit Image Stitching and View SynthesisACM SIGGRAPH Conference and Exhibition on Computer Graphics and Interactive Techniques in Asia (SIGGRAPH Asia), 2024 Ilya Chugunov Amogh Joshi Kiran Murthy Francois Bleibel Felix Heide 380 4 0 26 Sep 2024
RAW-Adapter: Adapting Pre-trained Visual Model to Camera RAW ImagesEuropean Conference on Computer Vision (ECCV), 2024 Ziteng Cui Tatsuya Harada 160 16 0 27 Aug 2024
Beyond Image Prior: Embedding Noise Prior into Conditional Denoising Transformer Yuanfei Huang Hua Huang ViT 217 4 0 12 Jul 2024
Burst Image Super-Resolution with Base Frame Selection Sanghyun Kim Min Jung Lee Woohyeok Kim Deunsol Jung Jaesung Rim Sunghyun Cho Minsu Cho SupR 172 1 0 25 Jun 2024
SEL-CIE: Knowledge-Guided Self-Supervised Learning Framework for CIE-XYZ Reconstruction from Non-Linear sRGB Images Shir Barzel Moshe Salhov Ofir Lindenbaum Amir Averbuch 159 1 0 20 May 2024
Event Camera Demosaicing via Swin Transformer and Pixel-focus Loss Yunfan Lu Yijie Xu Wenzong Ma Weiyu Guo Hui Xiong 165 5 0 03 Apr 2024
Burst Super-Resolution with Diffusion Models for Improving Perceptual Quality Kyotaro Tokoro Kazutoshi Akita Norimichi Ukita 327 5 0 28 Mar 2024
LoLiSRFlow: Joint Single Image Low-light Enhancement and Super-resolution via Cross-scale Transformer-based Conditional Flow Ziyu Yue Jiaxin Gao Sihan Xie Yang Liu Zhixun Su 129 2 0 29 Feb 2024
On normalization-equivariance properties of supervised and unsupervised denoising methods: a survey Sébastien Herbreteau Charles Kervrann OOD 238 0 0 23 Feb 2024
BSRAW: Improving Blind RAW Image Super-Resolution Marcos V. Conde Florin-Alexandru Vasluianu Radu Timofte 144 9 0 24 Dec 2023
End-to-end Rain Streak Removal with RAW Images GuoDong Du HaoJian Deng JiaHao Su Yuan Huang 122 4 0 20 Dec 2023
Tell Me What You See: Text-Guided Real-World Image DenoisingIEEE Open Journal of Signal Processing (IEEE Open J. Signal Process.), 2023 E. Yosef Raja Giryes DiffM 406 3 0 15 Dec 2023
Aleth-NeRF: Illumination Adaptive NeRF with Concealing Field AssumptionAAAI Conference on Artificial Intelligence (AAAI), 2023 Ziteng Cui Lin Gu Xiao Sun Xianzheng Ma Yu Qiao Tatsuya Harada 250 48 0 14 Dec 2023
A Scalable Training Strategy for Blind Multi-Distribution Noise RemovalIEEE Transactions on Image Processing (IEEE TIP), 2023 Kevin Zhang Sakshum Kulshrestha Christopher A. Metzler OOD 127 1 0 30 Oct 2023
Efficient Test-Time Adaptation for Super-Resolution with Second-Order Degradation and ReconstructionNeural Information Processing Systems (NeurIPS), 2023 Zeshuai Deng Zhuokun Chen Shuaicheng Niu Thomas H. Li Bohan Zhuang Zhuliang Yu 152 29 0 29 Oct 2023
Improving Lens Flare Removal with General Purpose Pipeline and Multiple Light Sources RecoveryIEEE International Conference on Computer Vision (ICCV), 2023 Yuyan Zhou Dong Liang Songcan Chen Shengjian Huang Shuo Yang Chongyi Li 178 27 0 31 Aug 2023
End-to-end Alternating Optimization for Real-World Blind Super ResolutionInternational Journal of Computer Vision (IJCV), 2023 Zhengxiong Luo Yan Huang Shang Li Liangsheng Wang Tien-Ping Tan SupR 197 27 0 17 Aug 2023
Towards General Low-Light Raw Noise Synthesis and ModelingIEEE International Conference on Computer Vision (ICCV), 2023 Feng Zhang Bin Xu Zhiqiang Li Hengrong Du Qingbo Lu Changxin Gao Nong Sang DiffM 223 27 0 31 Jul 2023
Efficient Unified Demosaicing for Bayer and Non-Bayer Patterned Image SensorsIEEE International Conference on Computer Vision (ICCV), 2023 Haechang Lee Dongwon Park Wongi Jeong Kijeong Kim Hyunwoo Je Dongil Ryu S. Chun 204 11 0 20 Jul 2023
RBSR: Efficient and Flexible Recurrent Network for Burst Super-ResolutionChinese Conference on Pattern Recognition and Computer Vision (CPRCV), 2023 Ren-Rong Wu Zhilu Zhang Shuohao Zhang Hongzhi Zhang W. Zuo 257 8 0 30 Jun 2023
SVNR: Spatially-variant Noise Removal with Denoising Diffusion Naama Pearl Ya. A. Brodsky Dana Berman A. Zomet Alex Rav-Acha Daniel Cohen-Or Dani Lischinski DiffM 156 8 0 28 Jun 2023
ISP meets Deep Learning: A Survey on Deep Learning Methods for Image Signal ProcessingACM 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 170 10 0 19 May 2023
Optical Aberration Correction in Postprocessing using Imaging SimulationACM Transactions on Graphics (TOG), 2021 Shiqi Chen H. Feng Dexin Pan Zhi-hai Xu Qi Li Yue-ting Chen 145 48 0 10 May 2023
RViDeformer: Efficient Raw Video Denoising Transformer with a Larger Benchmark Dataset Huanjing Yue Cong Cao Lei Liao Jingyu Yang ViT 289 13 0 01 May 2023
Self-Supervised Image Denoising for Real-World Images with Context-aware TransformerIEEE Access (IEEE Access), 2023 Dan Zhang Fangfang Zhou ViT 229 69 0 04 Apr 2023
MM-BSN: Self-Supervised Image Denoising for Real-World with Multi-Mask based on Blind-Spot Network Dan Zhang Fangfang Zhou Yuwen Jiang Zhengming Fu 286 69 0 04 Apr 2023
Burstormer: Burst Image Restoration and Enhancement TransformerComputer Vision and Pattern Recognition (CVPR), 2023 Akshay Dudhane Syed Waqas Zamir Salman Khan Fahad Shahbaz Khan Ming-Hsuan Yang 204 56 0 03 Apr 2023
Few-Shot Domain Adaptation for Low Light RAW Image EnhancementBritish Machine Vision Conference (BMVC), 2023 K. Prabhakar Vishal Vinod N. Sahoo Venkatesh Babu Radhakrishnan 133 10 0 27 Mar 2023

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Unprocessing Images for Learned Raw Denoising

Papers citing "Unprocessing Images for Learned Raw Denoising"