NTIRE 2020 Challenge on Spectral Reconstruction from an RGB Image

7 May 2020

Radu Timofte

Papers citing "NTIRE 2020 Challenge on Spectral Reconstruction from an RGB Image"

35 / 35 papers shown

Title
NukesFormers: Unpaired Hyperspectral Image Generation with Non-Uniform Domain Alignment Jiaojiao Li Shiyao Duan Haitao XU Rui Song 36 0 0 10 Mar 2025
Comparative Analysis of Hyperspectral Image Reconstruction Using Deep Learning for Agricultural and Biological Applications Toukir Ahmed Arthur Villordon Mohammed Kamruzzaman 33 9 0 22 May 2024
GMSR:Gradient-Guided Mamba for Spectral Reconstruction from RGB Images Xinying Wang Zhixiong Huang Sifan Zhang Jiawen Zhu Lin Feng Mamba 25 5 0 13 May 2024
Efficient and Accurate Hyperspectral Image Demosaicing with Neural Network Architectures E. Wisotzky Lara Wallburg A. Hilsmann Peter Eisert Thomas Wittenberg Stephan Göb 16 2 0 21 Dec 2023
Learning Exhaustive Correlation for Spectral Super-Resolution: Where Spatial-Spectral Attention Meets Linear Dependence Hongyuan Wang Lizhi Wang Jiang Xu Chang Chen Xue Hu Fenglong Song Youliang Yan 19 0 0 20 Dec 2023
Multispectral Stereo-Image Fusion for 3D Hyperspectral Scene Reconstruction E. Wisotzky Jost Triller A. Hilsmann Peter Eisert 16 3 0 15 Dec 2023
ESSAformer: Efficient Transformer for Hyperspectral Image Super-resolution Mingjin Zhang Chi Zhang Qiming Zhang Jie-Ru Guo Xinbo Gao Jing Zhang 13 28 0 26 Jul 2023
mHealth hyperspectral learning for instantaneous spatiospectral imaging of hemodynamics Yuhyun Ji Sang Mok Park Semin Kwon J. W. Leem V. V. Nair Y. Tong Young L. Kim 10 13 0 27 Mar 2023
Mixture-Net: Low-Rank Deep Image Prior Inspired by Mixture Models for Spectral Image Recovery T. Gelvez-Barrera Jorge Bacca Henry Arguello SupR 11 10 0 05 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 23 15 0 20 Oct 2022
$D$^\text{2}$UF: Deep Coded Aperture Design and Unrolling Algorithm for Compressive Spectral Image Fusion$ D $^\text{2}$ UF: Deep Coded Aperture Design and Unrolling Algorithm for Compressive Spectral Image Fusion Roman Jacome Jorge Bacca Henry Arguello 28 2 0 24 May 2022
JR2net: A Joint Non-Linear Representation and Recovery Network for Compressive Spectral Imaging Brayan Monroy Jorge Bacca Henry Arguello SupR 19 11 0 16 May 2022
MST++: Multi-stage Spectral-wise Transformer for Efficient Spectral Reconstruction Yuanhao Cai Jing Lin Zudi Lin Haoqian Wang Yulun Zhang Hanspeter Pfister Radu Timofte Luc Van Gool 19 171 0 17 Apr 2022
HPRN: Holistic Prior-embedded Relation Network for Spectral Super-Resolution Chaoxiong Wu Jiaojiao Li Rui Song Yunsong Li Qian Du 22 15 0 29 Dec 2021
Continuous Spectral Reconstruction from RGB Images via Implicit Neural Representation Ruikang Xu Mingde Yao Chang Chen Lizhi Wang Zhiwei Xiong 8 10 0 24 Dec 2021
Learning A 3D-CNN and Transformer Prior for Hyperspectral Image Super-Resolution Qing Ma Junjun Jiang Xianming Liu Jiayi Ma ViT 20 53 0 27 Nov 2021
Semantic-embedded Unsupervised Spectral Reconstruction from Single RGB Images in the Wild Zhiyu Zhu Hui Liu Junhui Hou Huanqiang Zeng Qingfu Zhang 13 18 0 15 Aug 2021
Deep Amended Gradient Descent for Efficient Spectral Reconstruction from Single RGB Images Zhiyu Zhu Hui Liu Junhui Hou Sen Jia Qingfu Zhang 11 18 0 12 Aug 2021
Deep-learning-based Hyperspectral imaging through a RGB camera Xinyu Gao T. Wang Jing Yang Jinchao Tao Y. Qiu Y. Meng Bangning Mao Peng Zhou Yi Li 8 2 0 12 Jul 2021
Hyperspectral Image Super-Resolution in Arbitrary Input-Output Band Settings Zhongyang Zhang Zhiyang Xu Zia U. Ahmed Asif Salekin Tauhidur Rahman 14 3 0 19 Mar 2021
Hyperspectral Image Super-Resolution with Spectral Mixup and Heterogeneous Datasets Ke Li Dengxin Dai E. Konukoglu Luc Van Gool 17 7 0 19 Jan 2021
AdaptiveWeighted Attention Network with Camera Spectral Sensitivity Prior for Spectral Reconstruction from RGB Images Jiaojiao Li Chaoxiong Wu Rui Song Yunsong Li Fei Liu 14 112 0 19 May 2020
Hierarchical Regression Network for Spectral Reconstruction from RGB Images Yuzhi Zhao L. Po Qiong Yan Wei Liu Tingyu Lin 17 114 0 10 May 2020
NTIRE 2020 Challenge on Real Image Denoising: Dataset, Methods and Results A. Abdelhamed Mahmoud Afifi Radu Timofte M. S. Brown Yue Cao ... Tingniao Wang C. Lei Bin Liu Rajat Gupta Vineet Kumar 14 84 0 08 May 2020
NTIRE 2020 Challenge on NonHomogeneous Dehazing C. Ancuti Cosmin Ancuti Florin-Alexandru Vasluianu Radu Timofte Jing Liu ... Zhe Yu Pratik Narang A. Mehra Navaneeth Raghunath Murari Mandal 9 100 0 07 May 2020
NTIRE 2020 Challenge on Image Demoireing: Methods and Results Shanxin Yuan Radu Timofte A. Leonardis Greg Slabaugh Xiaotong Luo ... Densen Puthussery S. HrishikeshP. V. JijiC. Ashish Sinha Xuan Zhao SupR 10 40 0 06 May 2020
NTIRE 2020 Challenge on Video Quality Mapping: Methods and Results Dario Fuoli Zhiwu Huang Martin Danelljan Radu Timofte Hua Wang ... Cewu Lu Chao Li Dongliang He Fu Li Shilei Wen 32 11 0 05 May 2020
NTIRE 2020 Challenge on Real-World Image Super-Resolution: Methods and Results Andreas Lugmayr Martin Danelljan Radu Timofte Namhyuk Ahn Dongwoon Bai ... Tongtong Zhao Yuanbo Zhou Haijie Zhuo Ziyao Zong Xueyi Zou SupR 74 170 0 05 May 2020
NTIRE 2020 Challenge on Image and Video Deblurring Seungjun Nah Sanghyun Son Radu Timofte Kyoung Mu Lee 59 32 0 04 May 2020
NTIRE 2020 Challenge on Perceptual Extreme Super-Resolution: Methods and Results K. Zhang Shuhang Gu Radu Timofte Taizhang Shang Qiuju Dai ... Huanrong Zhang Jeongki Min S. HrishikeshP. Densen Puthussery V. JijiC. SupR 24 49 0 03 May 2020
MXR-U-Nets for Real Time Hyperspectral Reconstruction Atmadeep Banerjee Akash Palrecha SupR 17 11 0 15 Apr 2020
Physically Plausible Spectral Reconstruction from RGB Images Yi-Tun Lin G. Finlayson 13 21 0 02 Jan 2020
Bag of Tricks for Image Classification with Convolutional Neural Networks Tong He Zhi-Li Zhang Hang Zhang Zhongyue Zhang Junyuan Xie Mu Li 216 1,399 0 04 Dec 2018
A disciplined approach to neural network hyper-parameters: Part 1 -- learning rate, batch size, momentum, and weight decay L. Smith 193 1,019 0 26 Mar 2018
Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network Wenzhe Shi Jose Caballero Ferenc Huszár J. Totz Andrew P. Aitken Rob Bishop Daniel Rueckert Zehan Wang SupR 190 5,173 0 16 Sep 2016