Cargando…

A hybrid generative adversarial network for weakly-supervised cloud detection in multispectral images

Cloud detection is a crucial step in the optical satellite image processing pipeline for Earth observation. Clouds in optical remote sensing images seriously affect the visibility of the background and greatly reduce the usability of images for land applications. Traditional methods based on thresho...

Descripción completa

Detalles Bibliográficos
Autores principales:	Li, Jun, Wu, Zhaocong, Sheng, Qinghong, Wang, Bo, Hu, Zhongwen, Zheng, Shaobo, Camps-Valls, Gustau, Molinier, Matthieu
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	American Elsevier Pub. Co 2022
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9483037/ https://www.ncbi.nlm.nih.gov/pubmed/36193118 http://dx.doi.org/10.1016/j.rse.2022.113197

Ejemplares similares

Multispectral high resolution sensor fusion for smoothing and gap-filling in the cloud
por: Moreno-Martínez, Álvaro, et al.
Publicado: (2020)

Generative Adversarial Training for Supervised and Semi-supervised Learning
por: Wang, Xianmin, et al.
Publicado: (2022)

Semi-supervised Adversarial Domain Adaptation for Seagrass Detection Using Multispectral Images in Coastal Areas
por: Islam, Kazi Aminul, et al.
Publicado: (2020)

Particle Cloud Generation with Message Passing Generative Adversarial Networks
por: Kansal, Raghav, et al.
Publicado: (2021)

Commentary on ‘Physics-informed deep learning parameterization of ocean vertical mixing improves climate simulations’ by Zhu et al.
por: Camps-Valls, Gustau
Publicado: (2022)

Semi-Supervised Generative Adversarial Nets with Multiple Generators for SAR Image Recognition
por: Gao, Fei, et al.
Publicado: (2018)

Semi-supervised Learning Approach to Generate Neuroimaging Modalities with Adversarial Training
por: Nguyen, Harrison, et al.
Publicado: (2020)

Quantum semi-supervised generative adversarial network for enhanced data classification
por: Nakaji, Kouhei, et al.
Publicado: (2021)

Kernel Manifold Alignment for Domain Adaptation
por: Tuia, Devis, et al.
Publicado: (2016)

Hardness Recognition of Robotic Forearm Based on Semi-supervised Generative Adversarial Networks
por: Qian, Xiaoliang, et al.
Publicado: (2019)

Healthy-unhealthy animal detection using semi-supervised generative adversarial network
por: Almal, Shubh, et al.
Publicado: (2023)

Point Cloud Scene Completion of Obstructed Building Facades with Generative Adversarial Inpainting
por: Chen, Jingdao, et al.
Publicado: (2020)

Semi-supervised adversarial discriminative domain adaptation
por: Nguyen, Thai-Vu, et al.
Publicado: (2022)

Medical Image Classification Based on Semi-Supervised Generative Adversarial Network and Pseudo-Labelling
por: Liu, Kun, et al.
Publicado: (2022)

Diagnosis of Scoliosis Using Chest Radiographs with a Semi-Supervised Generative Adversarial Network
Publicado: (2022)

SS-CPGAN: Self-Supervised Cut-and-Pasting Generative Adversarial Network for Object Segmentation
por: Chaturvedi, Kunal, et al.
Publicado: (2023)

Predicting regional coastal sea level changes with machine learning
por: Nieves, Veronica, et al.
Publicado: (2021)

Retrieval of aboveground crop nitrogen content with a hybrid machine learning method
por: Berger, Katja, et al.
Publicado: (2020)

Practical Weak Supervision
por: Tok, Wee, et al.
Publicado: (2021)

Proposals Generation for Weakly Supervised Object Detection in Artwork Images
por: Milani, Federico, et al.
Publicado: (2022)

Generative Adversarial Networks-Based Semi-Supervised Automatic Modulation Recognition for Cognitive Radio Networks
por: Li, Mingxuan, et al.
Publicado: (2018)

Semi-supervised generative and discriminative adversarial learning for motor imagery-based brain–computer interface
por: Ko, Wonjun, et al.
Publicado: (2022)

An Intelligent Fault Diagnosis Based on Adversarial Generating Module and Semi-supervised Convolutional Neural Network
por: Ye, Qing, et al.
Publicado: (2022)

GSDA: Generative adversarial network-based semi-supervised data augmentation for ultrasound image classification
por: Liu, Zhaoshan, et al.
Publicado: (2023)

Weakly supervised segmentation of tumor lesions in PET-CT hybrid imaging
por: Früh, Marcel, et al.
Publicado: (2021)

Generating 3D Multispectral Point Clouds of Plants with Fusion of Snapshot Spectral and RGB-D Images
por: Xie, Pengyao, et al.
Publicado: (2023)

Supervised spatial classification of multispectral LiDAR data in urban areas
por: Huo, Lian-Zhi, et al.
Publicado: (2018)

PCA-based supervised identification of biological soil crusts in multispectral images
por: Fischer, Thomas
Publicado: (2019)

Model performance and interpretability of semi-supervised generative adversarial networks to predict oncogenic variants with unlabeled data
por: Ren, Zilin, et al.
Publicado: (2023)

A perspective on Gaussian processes for Earth observation
por: Camps-Valls, Gustau, et al.
Publicado: (2019)

The Generative Adversarial Brain
por: Gershman, Samuel J.
Publicado: (2019)

Correction: Model performance and interpretability of semi-supervised generative adversarial networks to predict oncogenic variants with unlabeled data
por: Ren, Zilin, et al.
Publicado: (2023)

Semi-Supervised Adversarial Learning Using LSTM for Human Activity Recognition
por: Yang, Sung-Hyun, et al.
Publicado: (2022)

Supervised Contrastive Learning and Intra-Dataset Adversarial Adaptation for Iris Segmentation
por: Zhou, Zhiyong, et al.
Publicado: (2022)

Semi-Supervised Adversarial Auto-Encoder to Expedite Human Activity Recognition
por: Thapa, Keshav, et al.
Publicado: (2023)

Generative adversarial networks for image generation
por: Mao, Xudong, et al.
Publicado: (2021)

Hands-on generative adversarial networks with Keras: your guide to implementing next-generation generative adversarial networks
por: Valle, Rafael
Publicado: (2019)

Research on a Defecation Pre-Warning Algorithm for the Disabled Elderly Based on a Semi-Supervised Generative Adversarial Network
por: Zou, Yanbiao, et al.
Publicado: (2022)

Repeatability of in vivo quantification of atherosclerotic carotid artery plaque components by supervised multispectral classification
por: Gao, Shan, et al.
Publicado: (2015)

Control and Supervision Requirements for Floating Hybrid Generator Systems
por: García, Emilio, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_nfoo9nmj7sdp6a42h4do8pesva