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Front Matter: Volume 11533

Claudia Notarnicola, Fabio Bovenga, Lorenzo Bruzzone, Francesca Bovolo, Jon Atli Benediktsson, Emanuele Santi, Nazzareno Pierdicca
2020 Image and Signal Processing for Remote Sensing XXVI  
Publication of record for individual papers is online in the SPIE Digital Library. SPIEDigitalLibrary.org Paper Numbering: Proceedings of SPIE follow an e-First publication model.  ...  Utilization of CIDs allows articles to be fully citable as soon as they are published online, and connects the same identifier to all online and print versions of the publication.  ...  multispectral remote sensing images 11533 0P Object recognition for UAV navigation in complex environment 11533 0Q Spatial-aware probabilistic collaborative representation for hyperspectral image classification  ... 
doi:10.1117/12.2584540 fatcat:ajmg42kjqbgexlhzsyw44lok6i

Guest Editorial Computational Imaging for Earth Sciences

Shuchin Aeron, Eric L. Miller, Melba Crawford, Alison Malcom, Andreas Reigber, Jocelyn Chanussot
2017 IEEE Transactions on Computational Imaging  
We hope that this is just first of such special issues highlighting the interesting problems in the domain of earth sciences.  ...  The editors appreciate the efforts of the IEEE publications co-ordinator A. Fisher greatly for her patience and diligence in enabling proper and timely handling of the manuscripts.  ...  Hyperspectral imaging is an integral part of imaging for surveying earth for resources and assessment.  ... 
doi:10.1109/tci.2017.2694978 fatcat:7jfk5xhrlner3forntsrzixeti

2020 Index IEEE Transactions on Big Data Vol. 6

2021 IEEE Transactions on Big Data  
Wang, X., +, TBData Dec. 2020 666-678 Tensors Fast Tensor Factorization for Large-Scale Context-Aware Recommendation from  ...  Huang, J., +, TBData June 2020 211-222 E-Optimal Sensor Selection for Compressive Sensing-Based Purposes.  ... 
doi:10.1109/tbdata.2021.3055661 fatcat:umqhfarwlbeclhgdvukhf25xbe

Table of contents

2018 IEEE Transactions on Image Processing  
Zeng 2635 Lossless Coding of Images and Video Camera-Aware Multi-Resolution Analysis for Raw Image Sensor Data Compression ...................................... .......................................  ...  Zhao 2980 Lossy Coding of Images and Video Compression-Dependent Transform-Domain Downward Conversion for Block-Based Image Coding ................... ..................................................  ... 
doi:10.1109/tip.2018.2826279 fatcat:g2phh6es3vhq5arrsk62bblzua

Table of contents

2018 IEEE Geoscience and Remote Sensing Letters  
Feng 1382 A Block-Based Multifeature Extraction Scheme for SAR Image Registration ................... S. Paul and U. C. Pati 1387 Background Context-Aware-Based SAR Image Saliency Detection ...... W.  ...  Gamba 1427 A Supervised-Learning p-Norm Distance Metric for Hyperspectral Remote Sensing Image Classification ............. .............................................................................  ... 
doi:10.1109/lgrs.2018.2865978 fatcat:wsnfhz5yvfcttk5ns5ehgfhkg4

Table of contents

2021 IEEE Transactions on Geoscience and Remote Sensing  
Chanussot 578 Hyperspectral Image Classification With Context-Aware Dynamic Graph Convolutional Network ....................... ......................................................................  ...  Chen 196 A (Contents Continued on Page 3) (Contents Continued from Page 2) Multispectral Data Wise Distribution Adaptation for Unsupervised Classification of Hyperspectral Remote Sensing Images  ... 
doi:10.1109/tgrs.2020.3039449 fatcat:sxee5msl55emhnszejgpf6vrpa

Hybrid Regularization And Sparse Reconstruction Of Imaging Mass Spectrometry Data

Andreas Bartels
2013 Zenodo  
Publication in the conference proceedings of SampTA, Bremen, Germany, 2013  ...  Compressed sensing and its applications to hyperspectral imaging The combination of classical Shannon-Nyquist sampling and compression steps is one of the main ideas of CS.  ...  Besides this, we are also aware of the large variance of noise variance in each m{z-image.  ... 
doi:10.5281/zenodo.54375 fatcat:3fe4wsbjfrdpbbuumt5rdycgvi

2020 Index IEEE Transactions on Image Processing Vol. 29

2020 IEEE Transactions on Image Processing  
Wang, Y., +, Exploiting Block-Sparsity for Hyperspectral Kronecker Compressive Sensing: A Tensor-Based Bayesian Method.  ...  ., +, TIP 2020 8960-8975 + Check author entry for coauthors Hyperspectral Image Compressive Sensing Reconstruction Using Subspace-Based Nonlocal Tensor Ring Decomposition.  ... 
doi:10.1109/tip.2020.3046056 fatcat:24m6k2elprf2nfmucbjzhvzk3m

Table of contents

2020 IEEE Transactions on Geoscience and Remote Sensing  
Bovolo 5703 Hyperspectral Data Restricted Entropy and Spectrum Properties for the Compressively Sensed Domain in Hyperspectral Imaging ....... ..........................................................  ...  Jackson 5264 High-Resolution SAR Image Classification Using Context-Aware Encoder Network and Hybrid Conditional Random Field Model .....................................................................  ... 
doi:10.1109/tgrs.2020.3003196 fatcat:zbz435hg2nfm5ejpetz3xg3yyu

Distributed Compressed Sensing of Hyperspectral images According to Spectral Library Matching

Hua Xiao, Zhongliang Wang, Xueying Cui
2021 IEEE Access  
ACKNOWLEDGMENT The authors would like to thank those anonymous reviewers for their insightful comments, in improving the quality of this paper.  ...  Context-aware CS (CACS) [24] incorporated contextual prior to promote a structural and sparser representation of spectral pixels.  ...  Distributed compressed sensing imaging consists of two parts. The encoder collects compressed hyperspectral data, which is carried on onboard.  ... 
doi:10.1109/access.2021.3104025 fatcat:sm3jgcmwbzgkpknt76y33tb3ba

2021 Index IEEE Journal of Selected Topics in Signal Processing Vol. 15

2021 IEEE Journal on Selected Topics in Signal Processing  
The primary entry includes the coauthors' names, the title of the paper or other item, and its location, specified by the publication abbreviation, year, month, and inclusive pagination.  ...  Tichavsky, P., +, JSTSP April 2021 550-559 Hyperspectral imaging Block-I IEEE publishing List of Reviewers.  ...  ., +, JSTSP Jan. 2021 104-119 GACELA: A Generative Adversarial Context Encoder for Long Audio Inpainting of Music.  ... 
doi:10.1109/jstsp.2021.3135675 fatcat:pofbfingjbc7dhn5i7mtqbebuy

Table of contents

2021 IEEE Transactions on Geoscience and Remote Sensing  
Plaza 6935 TCANet: Triple Context-Aware Network for Weakly Supervised Object Detection in Remote Sensing Images ....... .................................................................................  ...  Ye 6823 Hyperspectral Data Random Subspace-Based k-Nearest Class Collaborative Representation for Hyperspectral Image Classification ...... .............................................................  ... 
doi:10.1109/tgrs.2021.3090240 fatcat:kbcbgsnrv5fuzbozvjynhj3c3y

Covariance Estimation from Compressive Data Partitions using a Projected Gradient-based Algorithm [article]

Jonathan Monsalve, Juan Ramirez, Iñaki Esnaola, Henry Arguello
2022 arXiv   pre-print
The algorithm estimates the covariance matrix of hyperspectral images from synthetic and real compressive samples.  ...  Extensive simulations show that the proposed algorithm can effectively recover the covariance matrix of hyperspectral images from compressive measurements (8-15% approx).  ...  In the hyperspectral imaging context, increasing m implies acquiring more snapshots reducing the compression.  ... 
arXiv:2101.04027v2 fatcat:tj4rxlpibbb7zhzfcle53h7mii

VCIP 2020 Index

2020 2020 IEEE International Conference on Visual Communications and Image Processing (VCIP)  
Considering Multi-loss Constraints Li, Sumei Stereo Image Quality Assessment Considering the Asymmetry of Statistical Information in Ear Visual Pathway Li, Xianfeng Fast compressed sensing recovery  ...  Denoising Li, Zeng Sparse Spectral Unmixing of Hyperspectral Images using Expectation-Propagation Li, Zhengren IBC-Li, Zhu Network Update Compression for Federated Learning Li, Zhu Point  ... 
doi:10.1109/vcip49819.2020.9301896 fatcat:bdh7cuvstzgrbaztnahjdp5s5y

2021 Index IEEE Transactions on Image Processing Vol. 30

2021 IEEE Transactions on Image Processing  
The primary entry includes the coauthors' names, the title of the paper or other item, and its location, specified by the publication abbreviation, year, month, and inclusive pagination.  ...  ., +, TIP 2021 1305-1317 Fast Hyperspectral Image Recovery of Dual-Camera Compressive Hyperspectral Imaging via Non-Iterative Subspace-Based Fusion.  ...  Zhang, S., +, TIP 2021 5956-5968 Fast Hyperspectral Image Recovery of Dual-Camera Compressive Hyperspectral Imaging via Non-Iterative Subspace-Based Fusion.  ... 
doi:10.1109/tip.2022.3142569 fatcat:z26yhwuecbgrnb2czhwjlf73qu
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