Fetching the paper…
Reading the bibliography…
Hyperspectral images (HSIs) often suffer from diverse and unknown degradations during imaging, leading to severe spectral and spatial distortions.
220-band aviris hyperspectral image data set: June 12, 1992 indian pine test site 3, 2015
M. F. Baumgardner, L. L. Biehl, and D. A. Landgrebe · 1947
Earlier work this paper cites.
Eo-1/hyperion hyperspectral imager design, development, characterization, and calibration
Mark A Folkman, Jay Pearlman, Lushalan B Liao, and Peter J Jarecke · 2001
Earlier work this paper cites.
Image quality assessment: from error visibility to structural similarity
Zhou Wang, Alan C Bovik, Hamid R Sheikh, and Eero P Simoncelli · 2004
Earlier work this paper cites.
The role of environmental context in mapping invasive plants with hyperspectral image data
Margaret E Andrew and Susan L Ustin · 2008
Earlier work this paper cites.
Apex-the hyperspectral esa airborne prism experiment
Klaus I Itten, Francesco Dell’Endice, Andreas Hueni, Mathias Kneubühler, Daniel Schläpfer, Daniel Odermatt, Felix Seidel, Silvia Huber, Jürg Schopfer, Tobias Kellenberger, et al · 2008
Earlier work this paper cites.
A comparative study of spatial approaches for urban mapping using hyperspectral rosis images over pavia city, northern italy
Xin Huang and Liangpei Zhang · 2009
Earlier work this paper cites.
Urban structure type characterization using hyperspectral remote sensing and height information
Uta Heiden, Wieke Heldens, Sigrid Roessner, Karl Segl, Thomas Esch, and Andreas Mueller · 2012
Earlier work this paper cites.
Nonlocal transform-domain filter for volumetric data denoising and reconstruction
Matteo Maggioni, Vladimir Katkovnik, Karen Egiazarian, and Alessandro Foi · 2012
Earlier work this paper cites.
Commercial tree species discrimination using airborne aisa eagle hyperspectral imagery and partial least squares discriminant analysis (pls-da) in kwazulu–natal, south africa
Kabir Yunus Peerbhay, Onisimo Mutanga, and Riyad Ismail · 2013
Earlier work this paper cites.
Hyperspectral image restoration using low-rank matrix recovery
Hongyan Zhang, Wei He, Liangpei Zhang, Huanfeng Shen, and Qiangqiang Yuan · 2013
Earlier work this paper cites.
Sparse recovery of hyperspectral signal from natural rgb images
Boaz Arad and Ohad Ben-Shahar · 2016
Earlier work this paper cites.
Identity mappings in deep residual networks
Kaiming He, Xiangyu Zhang, Shaoqing Ren, and Jian Sun · 2016
Earlier work this paper cites.
Sgdr: Stochastic gradient descent with warm restarts
Ilya Loshchilov and Frank Hutter · 2016
Earlier work this paper cites.
Berlin-urban-gradient dataset 2009: An enmap preparatory flight campaign, 2016
Akpona Okujeni, Sebastian van der Linden, and Patrick Hostert · 2016
Earlier work this paper cites.
Airborne hyperspectral data over chikusei
Naoto Yokoya and Akira Iwasaki · 2016
Earlier work this paper cites.
Advances in hyperspectral image and signal processing: A comprehensive overview of the state of the art
Pedram Ghamisi, Naoto Yokoya, Jun Li, Wenzhi Liao, Sicong Liu, Javier Plaza, Behnood Rasti, and Antonio Plaza · 2017
Earlier work this paper cites.
Extraction of spectral information from hyperspectral data and application of hyperspectral imaging for food and agricultural products
Lankapalli Ravikanth, Digvir S Jayas, Noel DG White, Paul G Fields, and Da-Wen Sun · 2017
Earlier work this paper cites.
Convolutional recurrent neural networks for hyperspectral data classification
Hao Wu and Saurabh Prasad · 2017
Earlier work this paper cites.
No-reference hyperspectral image quality assessment via quality-sensitive features learning
Jingxiang Yang, Yong-Qiang Zhao, Chen Yi, and Jonathan Cheung-Wai Chan · 2017
Earlier work this paper cites.
Hyperspectral unmixing: ground truth labeling, datasets, benchmark performances and survey
Feiyun Zhu · 2017
Earlier work this paper cites.
Hyperspectral imagery for environmental urban planning
Cody Weber, Rahim Aguejdad, Xavier Briottet, J Avala, Sophie Fabre, Jean Demuynck, Emmanuel Zenou, Yannick Deville, Moussa Sofiane Karoui, Fatima Zohra Benhalouche, et al · 2018
Earlier work this paper cites.
Hyperspectral image denoising employing a spatial–spectral deep residual convolutional neural network
Qiangqiang Yuan, Qiang Zhang, Jie Li, Huanfeng Shen, and Liangpei Zhang · 2018
Earlier work this paper cites.
Non-local meets global: An integrated paradigm for hyperspectral denoising
Wei He, Quanming Yao, Chao Li, Naoto Yokoya, and Qibin Zhao · 2019
Earlier work this paper cites.
Tailings reservoir disaster and environmental monitoring using the uav-ground hyperspectral joint observation and processing: a case of study in xinjiang, the belt and road
Yuting Wan, Xin Hu, Yanfei Zhong, Ailong Ma, Lifei Wei, and Liangpei Zhang · 2019
Cited alongside, same era.
Fast fourier convolution
Lu Chi, Borui Jiang, and Yadong Mu · 2020
Cited alongside, same era.
Rsdehazenet: Dehazing network with channel refinement for multispectral remote sensing images
Jianhua Guo, Jingyu Yang, Huanjing Yue, Hai Tan, Chunping Hou, and Kun Li · 2020
Cited alongside, same era.
Recent advances of hyperspectral imaging technology and applications in agriculture
Bing Lu, Phuong D Dao, Jiangui Liu, Yuhong He, and Jiali Shang · 2020
Cited alongside, same era.
3-d quasi-recurrent neural network for hyperspectral image denoising
Kaixuan Wei, Ying Fu, and Hua Huang · 2020
Cited alongside, same era.
Mb-taylorformer: Multi-branch efficient transformer expanded by taylor formula for image dehazing
Yuwei Qiu, Kaihao Zhang, Chenxi Wang, Wenhan Luo, Hongdong Li, and Zhi Jin · 2023
Later among the works it cites.
Hsr-diff: Hyperspectral image super-resolution via conditional diffusion models
Chanyue Wu, Dong Wang, Yunpeng Bai, Hanyu Mao, Ying Li, and Qiang Shen · 2023
Later among the works it cites.
Aacnet: Asymmetric attention convolution network for hyperspectral image dehazing
Meng Xu, Yanxin Peng, Ying Zhang, Xiuping Jia, and Sen Jia · 2023
Later among the works it cites.
Dstrans: Dual-stream transformer for hyperspectral image restoration
Dabing Yu, Qingwu Li, Xiaolin Wang, Zhiliang Zhang, Yixi Qian, and Chang Xu · 2023
Later among the works it cites.
Essaformer: Efficient transformer for hyperspectral image super-resolution
Mingjin Zhang, Chi Zhang, Qiming Zhang, Jie Guo, Xinbo Gao, and Jing Zhang · 2023
Later among the works it cites.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Aerial hyperspectral remote sensing classification dataset of xiongan new area (matiwan village)
CEN Yi, Lifu Zhang, Xia Zhang, WANG Yueming, QI Wenchao, TANG Senlin, and Peng Zhang · 2020
Cited alongside, same era.
A trainable spectral-spatial sparse coding model for hyperspectral image restoration
Théo Bodrito, Alexandre Zouaoui, Jocelyn Chanussot, and Julien Mairal · 2021
Cited alongside, same era.
Swinir: Image restoration using swin transformer
Jingyun Liang, Jiezhang Cao, Guolei Sun, Kai Zhang, Luc Van Gool, and Radu Timofte · 2021
Cited alongside, same era.
Learning transferable visual models from natural language supervision
Alec Radford, Jong Wook Kim, Chris Hallacy, Aditya Ramesh, Gabriel Goh, Sandhini Agarwal, Girish Sastry, Amanda Askell, Pamela Mishkin, Jack Clark, et al · 2021
Cited alongside, same era.
Admm-hfnet: A matrix decomposition-based deep approach for hyperspectral image fusion
Dunbin Shen, Jianjun Liu, Zebin Wu, Jinlong Yang, and Liang Xiao · 2021
Cited alongside, same era.
Adaptive rank and structured sparsity corrections for hyperspectral image restoration
Ting Xie, Shutao Li, and Jibao Lai · 2021
Cited alongside, same era.
Ntire 2022 spectral recovery challenge and data set
Boaz Arad, Radu Timofte, Rony Yahel, Nimrod Morag, Amir Bernat, Yuanhao Cai, Jing Lin, Zudi Lin, Haoqian Wang, Yulun Zhang, et al · 2022
Cited alongside, same era.
Srformer: Permuted self-attention for single image super-resolution
Yupeng Zhou, Zhen Li, Chun-Le Guo, Song Bai, Ming-Ming Cheng, and Qibin Hou · 2023
Later among the works it cites.
Multimodal prompt perceiver: Empower adaptiveness generalizability and fidelity for all-in-one image restoration
Yuang Ai, Huaibo Huang, Xiaoqiang Zhou, Jiexiang Wang, and Ran He · 2024
Later among the works it cites.
Hair: Hypernetworks-based all-in-one image restoration
Jin Cao, Yi Cao, Li Pang, Deyu Meng, and Xiangyong Cao · 2024
Later among the works it cites.
Instructir: High-quality image restoration following human instructions
Marcos V Conde, Gregor Geigle, and Radu Timofte · 2024
Later among the works it cites.
Efficient multi-scale network with learnable discrete wavelet transform for blind motion deblurring
Xin Gao, Tianheng Qiu, Xinyu Zhang, Hanlin Bai, Kang Liu, Xuan Huang, Hu Wei, Guoying Zhang, and Huaping Liu · 2024
Later among the works it cites.
Exploring the spectral prior for hyperspectral image super-resolution
Qian Hu, Xinya Wang, Junjun Jiang, Xiao-Ping Zhang, and Jiayi Ma · 2024
Later among the works it cites.
A survey on all-in-one image restoration: Taxonomy, evaluation and future trends
Junjun Jiang, Zengyuan Zuo, Gang Wu, Kui Jiang, and Xianming Liu · 2024
Later among the works it cites.
Prompthsi: Universal hyperspectral image restoration framework for composite degradation
Chia-Ming Lee, Ching-Heng Cheng, Yu-Fan Lin, Yi-Ching Cheng, Wo-Ting Liao, Chih-Chung Hsu, Fu-En Yang, and Yu-Chiang Frank Wang · 2024
Later among the works it cites.
Prompt learning in computer vision: a survey
Yiming Lei, Jingqi Li, Zilong Li, Yuan Cao, and Hongming Shan · 2024
Later among the works it cites.
Latent diffusion enhanced rectangle transformer for hyperspectral image restoration
Miaoyu Li, Ying Fu, Tao Zhang, Ji Liu, Dejing Dou, Chenggang Yan, and Yulun Zhang · 2024
Later among the works it cites.
Photo-realistic image restoration in the wild with controlled vision-language models
Ziwei Luo, Fredrik K Gustafsson, Zheng Zhao, Jens Sjölund, and Thomas B Schön · 2024
Later among the works it cites.
Loformer: Local frequency transformer for image deblurring
Xintian Mao, Jiansheng Wang, Xingran Xie, Qingli Li, and Yan Wang · 2024
Later among the works it cites.
Hir-diff: Unsupervised hyperspectral image restoration via improved diffusion models
Li Pang, Xiangyu Rui, Long Cui, Hongzhong Wang, Deyu Meng, and Xiangyong Cao · 2024
Later among the works it cites.
Spire: Semantic prompt-driven image restoration
Chenyang Qi, Zhengzhong Tu, Keren Ye, Mauricio Delbracio, Peyman Milanfar, Qifeng Chen, and Hossein Talebi · 2024
Later among the works it cites.
Multi-scale attention network for single image super-resolution
Yan Wang, Yusen Li, Gang Wang, and Xiaoguang Liu · 2024
Later among the works it cites.
Harmony in diversity: Improving all-in-one image restoration via multi-task collaboration
Gang Wu, Junjun Jiang, Kui Jiang, and Xianming Liu · 2024
Later among the works it cites.
Region-aware sequence-to-sequence learning for hyperspectral denoising
Jiahua Xiao, Yang Liu, and Xing Wei · 2024
Later among the works it cites.
Depth information assisted collaborative mutual promotion network for single image dehazing
Yafei Zhang, Shen Zhou, and Huafeng Li · 2024
Later among the works it cites.