DDIPNET AND DDIPNET+: DISCRIMINANT DEEP IMAGE PRIOR NETWORKS FOR REMOTE SENSING IMAGE CLASSIFICATION

Registro completo de metadados
MetadadosDescriçãoIdioma
Autor(es): dc.contributorUniversidade Estadual Paulista (UNESP)-
Autor(es): dc.creatorSantos, Daniel F.S.-
Autor(es): dc.creatorPires, Rafael G.-
Autor(es): dc.creatorPassos, Leandro A.-
Autor(es): dc.creatorPapa, João P.-
Data de aceite: dc.date.accessioned2025-08-21T18:44:11Z-
Data de disponibilização: dc.date.available2025-08-21T18:44:11Z-
Data de envio: dc.date.issued2023-03-02-
Data de envio: dc.date.issued2023-03-02-
Data de envio: dc.date.issued2020-12-31-
Fonte completa do material: dc.identifierhttp://dx.doi.org/10.1109/IGARSS47720.2021.9554277-
Fonte completa do material: dc.identifierhttp://hdl.handle.net/11449/241830-
Fonte: dc.identifier.urihttp://educapes.capes.gov.br/handle/11449/241830-
Descrição: dc.descriptionResearch on remote sensing image classification significantly impacts essential human routine tasks such as urban planning and agriculture. Nowadays, the rapid advance in technology and the availability of many high-quality remote sensing images create a demand for reliable automation methods. The current paper proposes two novel deep learning-based architectures for image classification purposes, i.e., the Discriminant Deep Image Prior Network and the Discriminant Deep Image Prior Network+, which combine Deep Image Prior and Triplet Networks learning strategies. Experiments conducted over three well-known public remote sensing image datasets achieved state-of-the-art results, evidencing the effectiveness of using deep image priors for remote sensing image classification.-
Descrição: dc.descriptionFundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)-
Descrição: dc.descriptionSão Paulo State University - UNESP Department of Computing, SP-
Descrição: dc.descriptionSão Paulo State University - UNESP Department of Computing, SP-
Descrição: dc.descriptionFAPESP: #2013/07375-0-
Descrição: dc.descriptionFAPESP: #2014/12236-1-
Descrição: dc.descriptionFAPESP: #2019/07665-4-
Descrição: dc.descriptionFAPESP: #2020/12101-0-
Formato: dc.format2843-2846-
Idioma: dc.languageen-
Relação: dc.relationInternational Geoscience and Remote Sensing Symposium (IGARSS)-
???dc.source???: dc.sourceScopus-
Palavras-chave: dc.subjectDDIPNet-
Palavras-chave: dc.subjectDDIPNet+-
Palavras-chave: dc.subjectDeep Image Prior-
Palavras-chave: dc.subjectRemote sensing-
Palavras-chave: dc.subjectTriplet Networks-
Título: dc.titleDDIPNET AND DDIPNET+: DISCRIMINANT DEEP IMAGE PRIOR NETWORKS FOR REMOTE SENSING IMAGE CLASSIFICATION-
Tipo de arquivo: dc.typeaula digital-
Aparece nas coleções:Repositório Institucional - Unesp

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