HSI-DeNet: Hyperspectral Image Restoration via Convolutional Neural Network
IEEE Transactions on Geoscience and Remote Sensing, 2019The spectral and the spatial information in hyperspectral images (HSIs) are the two sides of the same coin. How to jointly model them is the key issue for HSIs’ noise removal, including random noise, structural stripe noise, and dead pixels/lines. In this paper, we introduce the deep convolutional neural network (CNN) to achieve this goal.
Yi Chang 0002 +4 more
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A HyperSpectral Imaging (HSI) approach for bio-digestate real time monitoring
SPIE Proceedings, 2014One of the key issues in developing Good Agricultural Practices (GAP) is represented by the optimal utilisation of fertilisers and herbicidal to reduce the impact of Nitrates in soils and the environment. In traditional agriculture practises, these substances were provided to the soils through the use of chemical products (inorganic/organic ...
BONIFAZI, Giuseppe +2 more
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Overview of the Fourier Transform Hyperspectral Imager (HSI) boarded on HJ-1A satellite
2010 IEEE International Geoscience and Remote Sensing Symposium, 2010On September 6, 2008, in Taiyuan Satellite Launch Center, HJ-1A/B satellites (HJ-1A/B), China's first two satellites of Environment & Disasters Monitoring and Predicting Microsatellite Constellations, were successfully launched with the technique of “one rocket, two satellites”.
Xiang Zhao 0004 +4 more
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Dual Convolutional Neural Networks for Hyperspectral Satellite Images Classification (DCNN-HSI)
2020Hyperspectral Satellite Images (HSI) presents a very interesting technology for mapping, environmental protection, and security. HSI is very rich in spectral and spatial characteristics, which are non-linear and highly correlated which makes classification difficult.
Maissa Hamouda, Med Salim Bouhlel
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HSI-SSTRANS: Hyperspectral Image Classification with Spectral and Space Transformer
IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium, 2023Daohong Niu +3 more
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Hyperspectral Imaging (HSI) as a novel intraoperative diagnostic tool in pancreatic surgery
Zeitschrift für Gastroenterologie, 2022T Wagner +12 more
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Laparoscopic Hyperspectral Imaging (HSI) of peritoneal lesions
Zeitschrift für GastroenterologieJ. Hartmann +7 more
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Fine mixture characterization by hyperspectral imaging (HSI) in weee demanufacturing plants
2016Waste from Electric and Electronic Equipment (WEEE) represent the fastest growing waste stream in Europe. The large amount of high values material (i.e. key metals) in these End of Life products, increases the industrial interests in WEEE recycling.
Nicoletta Picone +3 more
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HSI-PP: A flexible open-source software for hyperspectral imaging-based plant phenotyping
Computers and Electronics in Agriculture, 2022Dawei Sun, Alwaseela Abdalla
exaly

