Search Results - "Elrewainy, Ahmed"
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Detection and Classification of Floating and Submerged Polluted Targets at Turbid Water Using Remote Sensing Hyperspectral Imaging
Published in Journal of the Indian Society of Remote Sensing (2024)“…Hyperspectral imaging (HI) is gaining prominence for its rapid and precise remote sensing in aquatic environments to identify and categorize a number of…”
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Kronecker least angle regression for unsupervised unmixing of hyperspectral imaging data
Published in Signal, image and video processing (01-03-2020)“…Spectral unmixing is an important data processing task that is commonly applied to hyperspectral imaging data. It uses a set of spectral pixels, i.e.,…”
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Efficient Lossy Satellite Image Compression Using Hybrid Autoencoder Model
Published in 2024 14th International Conference on Electrical Engineering (ICEENG) (21-05-2024)“…The challenge of handling the vast amount of data generated by onboard satellite instruments arises due to limited bandwidth and memory capacity, which must be…”
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Conference Proceeding -
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Enhancing automatic inspection and characterization of carbon fiber composites through hyperspectral diffuse reflection analysis and k-means clustering
Published in International journal of advanced manufacturing technology (01-04-2024)“…Numerous industries utilize carbon fiber composites (CFC) for their exceptional strength-to-weight ratio and stiffness. However, inherent manufacturing defects…”
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Investigation of Fusarium damage in wheat using hyperspectral imaging: An independent component analysis approach
Published in Journal of near infrared spectroscopy (United Kingdom) (01-12-2023)“…With the continuously growing world population in the 21st century, the agri-food industry is in dire need of adopting rapid, eco-friendly, and reliable…”
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Emerging technology for intraoperative margin assessment and post-operative tissue diagnosis for breast-conserving surgery
Published in Photodiagnosis and photodynamic therapy (01-06-2023)“…•Breast cancer early detection is vital for life saving and fast recovery. Where, the presented optical imaging system incorporating a hyperspectral camera…”
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Dynamic Update of Kronecker Least Angle Regression for Fast Unmixing of Hyperspectral Imaging Data
Published in 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS (11-07-2021)“…Solving the l_{1} -norm minimization problem or matrix basis pursuit is used as a sparsity-based spectral unmixing for hyperspectral imaging data. Kronecker…”
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Conference Proceeding -
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Detection of Fusarium on Wheat using near infrared hyperspectral imaging
Published in 2016 Photonics North (PN) (01-05-2016)“…Hyperspectral imaging from 820 nm to 1666 nm was used on sound and Fusarium graminearum infected samples of Canadian Western Red Spring Wheat. Samples had…”
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Conference Proceeding