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   Articles with "multispectral hyperspectral" as a keyword



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Intraoperative multispectral and hyperspectral label-free imaging: A systematic review of in vivo clinical studies.

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recommendations! Published in 2019 at "Journal of biophotonics"

DOI: 10.1002/jbio.201800455

Abstract: Multispectral and hyperspectral imaging (HSI) are emerging optical imaging techniques with the potential to transform the way surgery is performed but it is not clear whether current systems are capable of delivering real-time tissue characterization… read more here.

Keywords: multispectral hyperspectral; systematic review; tissue; label free ... See more keywords

NGST-Net: A N-Gram based Swin Transformer Network for improving multispectral and hyperspectral image fusion

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recommendations! Published in 2024 at "International Journal of Digital Earth"

DOI: 10.1080/17538947.2024.2359574

Abstract: ABSTRACT Transformer-based deep networks have been widely employed for fusing multispectral and hyperspectral images because the global self-attention mechanism ensures that more pixel information is used in the fusion. However, the unreasonable information interactions between… read more here.

Keywords: fusion; multispectral hyperspectral; ngst net; gram based ... See more keywords

Comparing the Performance of Multispectral and Hyperspectral Images for Estimating Vegetation Properties

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recommendations! Published in 2019 at "IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing"

DOI: 10.1109/jstars.2019.2910558

Abstract: Multispectral and hyperspectral data have been used to investigate various land cover characteristics. Hyperspectral data have more potential to retrieve information of ground features than multispectral data; however, their limited availability leads to fewer studies… read more here.

Keywords: estimating vegetation; vegetation properties; hyperspectral images; vegetation ... See more keywords

Simulation of Multispectral and Hyperspectral EO Products for Onboard Machine Learning Application

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recommendations! Published in 2024 at "IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing"

DOI: 10.1109/jstars.2024.3434437

Abstract: Over the past decade, there has been a rapid acceleration in the development of Artificial Intelligence (AI) for Earth Observation (EO), driven by the exponential growth in collected data and advances in algorithms and computing.… read more here.

Keywords: onboard machine; simulation multispectral; multispectral hyperspectral; products onboard ... See more keywords

Regionally and Locally Adaptive Models for Retrieving Chlorophyll-a Concentration in Inland Waters From Remotely Sensed Multispectral and Hyperspectral Imagery

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recommendations! Published in 2019 at "IEEE Transactions on Geoscience and Remote Sensing"

DOI: 10.1109/tgrs.2019.2892899

Abstract: Various empirical algorithms have been developed to retrieve chlorophyll-a (Chl-a) from multispectral and hyperspectral images as a proxy variable for algal blooms in inland waters. In most previous studies, a single empirical model (global model)… read more here.

Keywords: adaptive models; model; locally adaptive; inland waters ... See more keywords

PSRT: Pyramid Shuffle-and-Reshuffle Transformer for Multispectral and Hyperspectral Image Fusion

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recommendations! Published in 2023 at "IEEE Transactions on Geoscience and Remote Sensing"

DOI: 10.1109/tgrs.2023.3244750

Abstract: A Transformer has received a lot of attention in computer vision. Because of global self-attention, the computational complexity of Transformer is quadratic with the number of tokens, leading to limitations for practical applications. Hence, the… read more here.

Keywords: pyramid shuffle; shuffle reshuffle; psrt; reshuffle transformer ... See more keywords

A Self-Supervised Spaceborne Multispectral and Hyperspectral Image Fusion Unrolling Network

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recommendations! Published in 2024 at "IEEE Transactions on Geoscience and Remote Sensing"

DOI: 10.1109/tgrs.2024.3413023

Abstract: Deep learning has emerged as the predominant approach for multispectral and hyperspectral image fusion. However, most fusion networks are typically trained and validated on hyperspectral and multispectral image pairs generated from the same hyperspectral images,… read more here.

Keywords: hyperspectral image; self supervised; image; fusion ... See more keywords

Applications of multispectral and hyperspectral imaging in dermatology

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recommendations! Published in 2022 at "Experimental Dermatology"

DOI: 10.1111/exd.14624

Abstract: Vision is essential in the diagnostic capabilities in the speciality of dermatology. However, humans are limited in colour vision by the trichromatic visual system that we possess. Multispectral and hyperspectral imaging can overcome this limitation… read more here.

Keywords: applications multispectral; hyperspectral imaging; dermatology; dermatology applications ... See more keywords