Ruifang Deng
Dados Biográficos
| ID | 9885874 |
|---|---|
| NOME | Ruifang Deng |
| PRENOMES | Ruifang |
| SOBRENOME | Deng |
| ASSINATURA | DENG R |
| AFILIAÇÕES | Yunnan Normal University |
| VERIFICADO | Não |
| TOTAL DE OBRAS | 1 |
| TOTAL DE CITAÇÕES | 0 |
| OBRAS COMO AUTOR | 1 |
| OBRAS COMO EDITOR | 0 |
| PRIMEIRO ANO DE PUBLICAÇÃO | 2024 |
| ANO MAIS RECENTE DE PUBLICAÇÃO | 2024 |
| ÍNDICE H | 0 |
Research on Land Use and Land Cover Information Extraction Methods for Remote Sensing Images Based on Improved Convolutional Neural Networks
To address the challenges that convolutional neural networks (CNNs) face in extracting small objects and handling class imbalance in remote sensing imagery, this paper proposes a novel spatial contextual information and multiscale feature fusion encoding–decoding network, SCIMF-Net. Firstly, SCIMF-Net employs an improved ResNeXt-101 deep backbone network, significantly enhancing the extraction capability of small object features. Next, a novel PM…
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Research on Land Use and Land Cover Information Extraction Methods for Remote Sensing Images Based on Improved Convolutional Neural Networks
To address the challenges that convolutional neural networks (CNNs) face in extracting small objects and handling class imbalance in remote sensing imagery, this paper proposes a novel spatial contextual information and multiscale feature fusion encoding–decoding network, SCIMF-Net. Firstly, SCIMF-Net employs an improved ResNeXt-101 deep backbone network, significantly enhancing the extraction capability of small object features. Next, a novel PM…
Artificial Intelligence (1 obra) · Artificial neural network (1 obra) · Civil engineering (1 obra) · Computer Science (1 obra) · Convolutional neural network (1 obra) · Engineering (1 obra) · Environmental Changes in China (1 obra) · Geography (1 obra) · Information extraction (1 obra) · Land cover (1 obra)