Ruifang Deng
Biographic Data
| ID | 9885874 |
|---|---|
| NAME | Ruifang Deng |
| GIVEN NAMES | Ruifang |
| FAMILY NAME | Deng |
| SIGNATURE | DENG R |
| AFFILIATIONS | Yunnan Normal University |
| VERIFIED | No |
| TOTAL WORKS | 1 |
| TOTAL CITATIONS | 0 |
| WORKS AS AUTHOR | 1 |
| WORKS AS EDITOR | 0 |
| FIRST PUBLICATION YEAR | 2024 |
| LATEST PUBLICATION YEAR | 2024 |
| H-INDEX | 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…
No prominent works on this page.
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 work) · Artificial neural network (1 work) · Civil engineering (1 work) · Computer Science (1 work) · Convolutional neural network (1 work) · Engineering (1 work) · Environmental Changes in China (1 work) · Geography (1 work) · Information extraction (1 work) · Land cover (1 work)