Behnood Rasti

Orcid: 0000-0002-1091-9841

According to our database1, Behnood Rasti authored at least 75 papers between 2012 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Channel-Layer-Oriented Lightweight Spectral-Spatial Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2024

Fast Semi-supervised Unmixing using Non-convex Optimization.
CoRR, 2024

PCB-Vision: A Multiscene RGB-Hyperspectral Benchmark Dataset of Printed Circuit Boards.
CoRR, 2024

2023
Transformer-based contrastive prototypical clustering for multimodal remote sensing data.
Inf. Sci., November, 2023

Entropic Descent Archetypal Analysis for Blind Hyperspectral Unmixing.
IEEE Trans. Image Process., 2023

Multimodal Fusion Transformer for Remote Sensing Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2023

SUnAA: Sparse Unmixing Using Archetypal Analysis.
IEEE Geosci. Remote. Sens. Lett., 2023

Masking Hyperspectral Imaging Data with Pretrained Models.
CoRR, 2023

A Multisensor Hyperspectral Benchmark Dataset For Unmixing of Intimate Mixtures.
CoRR, 2023

Image Processing and Machine Learning for Hyperspectral Unmixing: An Overview and the HySUPP Python Package.
CoRR, 2023

FaSUn: Fast Semi-Supervised Unmixing Using Alternating Direction Method of Multipliers.
Proceedings of the 13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2023

Unmixing Intimate Mixtures Using Bézier Surfaces.
Proceedings of the 13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2023

Acritical Comparison of Linear and Nonlinear Unmixing for Intimate Mixtures.
Proceedings of the 13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2023

Deep Learning-Based Architectures For Multimodal Instance Segmentation.
Proceedings of the 13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2023

Masking Hyperspectral Imaging Data with Pretrained Models.
Proceedings of the 13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2023

Hysupp: An Open-Source Hyperspectral Unmixing Python Package.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Hyperspectral Domain Adaptation for the Detection of Material Types in Recycling Streams at the Example of Electrolyzers.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

An Extensive Multisensor Hyperspectral Benchmark Datasets of Intimate Mixtures of Mineral Powders.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022
UnDIP: Hyperspectral Unmixing Using Deep Image Prior.
IEEE Trans. Geosci. Remote. Sens., 2022

MiSiCNet: Minimum Simplex Convolutional Network for Deep Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens., 2022

HapkeCNN: Blind Nonlinear Unmixing for Intimate Mixtures Using Hapke Model and Convolutional Neural Network.
IEEE Trans. Geosci. Remote. Sens., 2022

Hyperspectral Unmixing Using Transformer Network.
IEEE Trans. Geosci. Remote. Sens., 2022

Unsupervised Data Fusion With Deeper Perspective: A Novel Multisensor Deep Clustering Algorithm.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

MS$^{2}$A-Net: Multiscale Spectral-Spatial Association Network for Hyperspectral Image Clustering.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

SUnCNN: Sparse Unmixing Using Unsupervised Convolutional Neural Network.
IEEE Geosci. Remote. Sens. Lett., 2022

OptFus: Optical Sensor Fusion for the Classification of Multisource Data: Application to Mineralogical Mapping.
IEEE Geosci. Remote. Sens. Lett., 2022

Deep Hyperspectral Unmixing using Transformer Network.
CoRR, 2022

Blind Nonlinear Unmixing For Intimate Mixtures Using Hapke Model And CNN.
Proceedings of the 12th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2022

Hyde: The First Open-Source, Python-Based, Gpu-Accelerated Hyperspectral Denoising Package.
Proceedings of the 12th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2022

Hyperspectral Unmixing Using Convolutional Autoencoder For Metal Detection In Lithium-Ion Battery Recycling Applications.
Proceedings of the 12th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2022

Hyperspectral Clustering Using Atrous Spatial-Spectral Convolutional Network.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Deep Blind Unmixing using Minimum Simplex Convolutional Network.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Sparse Unmixing using Deep Convolutional Networks.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Unsupervised Deep Hyperspectral Inpainting Using a New Mixing Model.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

2021
Fusion of Dual Spatial Information for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2021

EMFNet: Enhanced Multisource Fusion Network for Land Cover Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

The Potential of Machine Learning for a More Responsible Sourcing of Critical Raw Materials.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

A Multi-Sensor Subspace-Based Clustering Algorithm Using RGB and Hyperspectral Data.
Proceedings of the 11th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2021

When is the Right Time to Apply Denoising?
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Boosting Hyperspectral Image Unmixing Using Denoising: Four Scenarios.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Spectral Unmixing Using Deep Convolutional Encoder-Decoder.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Hyperspectral Denoising: From Conventional Techniques Towards Deep Learning Ones.
Proceedings of the CIKM 2021 Workshops co-located with 30th ACM International Conference on Information and Knowledge Management (CIKM 2021), 2021

2020
Multiple Optical Sensor Fusion for Mineral Mapping of Core Samples.
Sensors, 2020

Data Fusion Using a Multi-Sensor Sparse-Based Clustering Algorithm.
Remote. Sens., 2020

How Hyperspectral Image Unmixing and Denoising Can Boost Each Other.
Remote. Sens., 2020

A Multi-Sensor Fusion Framework Based on Coupled Residual Convolutional Neural Networks.
Remote. Sens., 2020

Hyperspectral Mixed Gaussian and Sparse Noise Reduction.
IEEE Geosci. Remote. Sens. Lett., 2020

Remote sensing image classification using subspace sensor fusion.
Inf. Fusion, 2020

Feature Extraction for Hyperspectral Imagery: The Evolution from Shallow to Deep.
CoRR, 2020

Fusion of Multispectral LiDAR and Hyperspectral Imagery.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Towards 4D Virtual Outcrops with Hyperspectral Imaging.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Remote Sensing and Deep Learning for Sustainable Mining.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

2019
Hyperspectral Feature Extraction Using Sparse and Smooth Low-Rank Analysis.
Remote. Sens., 2019

Multisensor Composite Kernels Based on Extreme Learning Machines.
IEEE Geosci. Remote. Sens. Lett., 2019

Mixed Noise Reduction in Hyperspectral Imagery.
Proceedings of the 10th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2019

Multisensor Feature Fusion Using Low-Rank Modeling and Component Analysis.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

A Novel Composite Kernel Approach for Multisensor Remote Sensing Data Fusion.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018
Noise Reduction in Hyperspectral Imagery: Overview and Application.
Remote. Sens., 2018

Multisource and Multitemporal Data Fusion in Remote Sensing.
CoRR, 2018

Label Noise Robust Classification Of Hyperspectral Data.
Proceedings of the 9th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2018

Sparse and Smooth Feature Extraction for Hyperspectral Imagery.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017
Fusion of Hyperspectral and LiDAR Data Using Sparse and Low-Rank Component Analysis.
IEEE Trans. Geosci. Remote. Sens., 2017

Hyperspectral and LiDAR Fusion Using Extinction Profiles and Total Variation Component Analysis.
IEEE Trans. Geosci. Remote. Sens., 2017

Automatic Hyperspectral Image Restoration Using Sparse and Low-Rank Modeling.
IEEE Geosci. Remote. Sens. Lett., 2017

Feature fusion of hyperspectral and lidar data using extinction profiles and total variation.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

2016
Hyperspectral Feature Extraction Using Total Variation Component Analysis.
IEEE Trans. Geosci. Remote. Sens., 2016

2015
Hyperspectral Subspace Identification Using SURE.
IEEE Geosci. Remote. Sens. Lett., 2015

2014
Wavelet-Based Sparse Reduced-Rank Regression for Hyperspectral Image Restoration.
IEEE Trans. Geosci. Remote. Sens., 2014

Hyperspectral Image Denoising Using First Order Spectral Roughness Penalty in Wavelet Domain.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

Sure based model selection for hyperspectral imaging.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Total variation based hyperspectral feature extraction.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

2013
Wavelet based sparse Principal Component Analysis for hyperspectral denoising.
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013

First order roughness penalty for hyperspectral image denoising.
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013

Hyperspectral image denoising using a new linear model and Sparse Regularization.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

2012
Hyperspectral image denoising using 3D wavelets.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012


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