Zobrazeno 1 - 10
of 77
pro vyhledávání: '"3-D convolution"'
Autor:
Haitao Yin, Hao Chen
Publikováno v:
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 17, Pp 4125-4138 (2024)
Despite the significant successes in hyperspectral image (HSI) denoising, pure data-driven HSI denoising networks still suffer from limited understanding of inference. Deep unfolding (DU) is a feasible way to improve the interpretability of deep netw
Externí odkaz:
https://doaj.org/article/a64d117c91ac47ad85b4282a042798bc
Publikováno v:
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 17, Pp 219-243 (2024)
Hyperspectral imagery is widely used for analyzing substances and objects, specifically focusing on their classification. The advancement of processing capabilities and the emergence of cloud computing platforms have made deep learning (DL) models in
Externí odkaz:
https://doaj.org/article/8c97ad2a060241b792acd3e7e43feafe
Publikováno v:
Frontiers in Plant Science, Vol 14 (2023)
IntroductionEfficient and accurate varietal classification of wheat grains is crucial for maintaining varietal purity and reducing susceptibility to pests and diseases, thereby enhancing crop yield. Traditional manual and machine learning methods for
Externí odkaz:
https://doaj.org/article/1feb2e2a88b04633b398dab3fc9664c2
Autor:
Haitao Yin, Hao Chen
Publikováno v:
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 16, Pp 8034-8048 (2023)
3-D convolutional neural networks (CNNs) offer a great potential spatial–spectral representation for hyperspectral image (HSI), and has achieved promising HSI denoising performance. However, the current 3-D CNNs still suffer from limited nonuniform
Externí odkaz:
https://doaj.org/article/87b002f86e3044608a688721eaa8c6b5
Publikováno v:
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 16, Pp 215-227 (2023)
The multispectral image captured by the Sentinel-2 satellite contains 13 spectral bands with different resolutions, which may hider some of the subsequent applications. In this article, we design a novel method to super-resolve 20- and 60-m coarse ba
Externí odkaz:
https://doaj.org/article/6478b167a13b444c8c4f1b6429197329
Publikováno v:
Computational and Structural Biotechnology Journal, Vol 20, Iss , Pp 6360-6374 (2022)
G protein-coupled receptors (GPCRs) are promising drug targets because they play a large role in physiological processes by modulating diverse signaling pathways in the human body. The GPCR-mediated signaling pathways are regulated by four types of l
Externí odkaz:
https://doaj.org/article/ad658ad191854517bf4e5433cfb433c6
Publikováno v:
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 14, Pp 1509-1519 (2021)
Hyperspectral images with very high resolution (VHR-HSI) have become considerably valuable due to their abundant spectral and spatial details. Classification of hyperspectral images (HSIs) is a basic and important procedure for diverse applications.
Externí odkaz:
https://doaj.org/article/910d520f8df843b291083252bd75b692
Autor:
Takashi Miyamoto, Yudai Yamamoto
Publikováno v:
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 14, Pp 8606-8613 (2021)
When a large earthquake occurs, it is quite important to quickly figure out the damage distribution of housing structures for disaster prevention measures. Currently, the information is confirmed manually by local public organizations, which takes a
Externí odkaz:
https://doaj.org/article/f6a7874454c045759439a5f0cbc9bddb
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