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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, Luxin Yan, Houzhang Fang
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2022 IEEE 35th International Symposium on Computer-Based Medical Systems (CBMS), 2022
Arto Immonen
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Arto Immonen
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Hyperspectral Imaging (HSI) of Human Kidney Allografts
Annals of Surgery, 2020Objective: Aim of our study was to test a noninvasive HSI technique as an intraoperative real time assessment tool for deceased donor kidney quality and function in human kidney allotransplantation. Summary of Background Data: HSI is capable to deliver quantitative diagnostic ...
Robert, Sucher +12 more
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HSI-MFormer: Integrating Mamba and Transformer Experts for Hyperspectral Image Classification
IEEE Transactions on Geoscience and Remote SensingBing Tu, Bo Liu, Antonio Plaza
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Clustering for HSI hyperspectral image with weighted PCA and ICA
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology, 2017Feature extraction from hyperspectral remote sensing data is an effective method for object classification, and how to classify the object information from hyperspectral remote sensing image has become one of the core technologies of the remote sensing application.
Cheng-Fan Li +5 more
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The use of hyperspectral imaging (HSI) in wound healing
SPIE Proceedings, 2014A hyperspectral imaging system (HsI), described previously, was utilized to evaluate and monitor wounds and their healing surgery and post-operatively. Briefly, the system consists of a DLP® based spectral light modulator providing active spectral illumination that is synchronized with a digital focal plan array for collecting spectroscopic images ...
Javier La Fontaine +2 more
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Evaluation of Food Quality and Safety with Hyperspectral Imaging (HSI)
Food Engineering Reviews, 2015The current lifestyle and a greater awareness of the benefits of proper nutrition demand requirements for products offered in the market, being very important the safety, sensory attributes and composition of these respect to the benefits from their constituents, which in most of cases can only be assessed using techniques that require high investment ...
Raúl Siche +5 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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Hyperspectral Imaging (HSI) in Acute Mesenteric Ischemia to Detect Intestinal Perfusion Deficits
Journal of Surgical Research, 2020Acute mesenteric ischemia is a life-threatening acute condition, which requires an interdisciplinary approach, including vascular recanalization and surgical treatment. Visual evaluation of intestinal perfusion might be misleading, and therefore, additional tools are necessary to reliably be able to resect the ischemic intestine. Hyperspectral imaging (
Matthias Mehdorn +7 more
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