Browsing by Author "Rasti, Behnood"
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Publication A MULTI-SENSOR SUBSPACE-BASED CLUSTERING ALGORITHM USING RGB AND HYPERSPECTRAL DATA
Proceedings paper2021, 11th Workshop on Hyperspectral Imaging and Signal Processing - Evolution in Remote Sensing (WHISPERS), MAR 24-26, 2021Publication A Multisensor Hyperspectral Benchmark Dataset for Unmixing of Intimate Mixtures
Journal article2024, IEEE SENSORS JOURNAL, (24) 4, p.4694-4710Publication A Supervised Approach for Estimating Fractional Abundances of Binary Intimate Mixtures
Journal article2024, IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 17, p.8956-8966Publication Advances in hyperspectral image and signal processing : a comprehensive overview of the state of the art
Journal article2017, IEEE Geoscience and Remote Sensing Magazine, (5) 4, p.37-78Publication AN EXTENSIVE MULTISENSOR HYPERSPECTRAL BENCHMARK DATASETS OF INTIMATE MIXTURES OF MINERAL POWDERS
Proceedings paper2023, IEEE International Geoscience and Remote Sensing Symposium (IGARSS), JUL 16-21, 2023, p.5890-5893Publication BLIND NONLINEAR UNMIXING FOR INTIMATE MIXTURES USING HAPKE MODEL AND CNN
;Rasti, BehnoodProceedings paper2022, 12th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS), SEP 13-16, 2022Publication Data fusion using a multi-sensor sparse-based clustering algorithm
Journal article2020-12, Remote Sensing, (12) 23, p.4007Publication DEEP BLIND UNMIXING USING MINIMUM SIMPLEX CONVOLUTIONAL NETWORK
Proceedings paper2022, IEEE International Geoscience and Remote Sensing Symposium (IGARSS), JUL 17-22, 2022, p.28-31Publication HapkeCNN: Blind Nonlinear Unmixing for Intimate Mixtures Using Hapke Model and Convolutional Neural Network
Journal article2022, IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 60, p.5536315Publication How hyperspectral image unmixing and denoising can boost each other
Journal article2020-05, Remote Sensing, (12) 11, p.1728Publication HYPERSPECTRAL CLUSTERING USING ATROUS SPATIAL-SPECTRAL CONVOLUTIONAL NETWORK
Proceedings paper2022, IEEE International Geoscience and Remote Sensing Symposium (IGARSS), JUL 17-22, 2022, p.199-202Publication MiSiCNet: Minimum Simplex Convolutional Network for Deep Hyperspectral Unmixing
Journal article2022, IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 60, p.5522815Publication MS²A-Net: Multiscale Spectral-Spatial Association Network for Hyperspectral Image Clustering
Journal article2022, IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 15, p.6518-6530Publication Nonlinear Spectral Unmixing Using Bezier Surfaces
Journal article2024, IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 62, p.Art. 5522416Publication SPARSE UNMIXING USING DEEP CONVOLUTIONAL NETWORKS
Proceedings paper2022, IEEE International Geoscience and Remote Sensing Symposium (IGARSS), JUL 17-22, 2022, p.24-27Publication SUnCNN: Sparse Unmixing Using Unsupervised Convolutional Neural Network
;Rasti, BehnoodJournal article2022, IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 19, p.5508205Publication UnDIP: Hyperspectral Unmixing Using Deep Image Prior
Journal article2022, IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 60, p.5504615Publication Unsupervised Data Fusion With Deeper Perspective: A Novel Multisensor Deep Clustering Algorithm
Journal article2022, IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 15, p.284-296