José F Rodrigues
Biographic Data
| ID | 10902883 |
|---|---|
| NAME | José F Rodrigues |
| GIVEN NAMES | José F |
| FAMILY NAME | Rodrigues |
| SIGNATURE | RODRIGUES J F |
| AFFILIATIONS | Institute of Physics |
| ORCID | 0000-0001-8318-1780 |
| VERIFIED | No |
| TOTAL WORKS | 1 |
| TOTAL CITATIONS | 0 |
| AUTHOR COUNT | 1 |
| EDITOR COUNT | 0 |
| FIRST PUBLICATION YEAR | 2025 |
| LATEST PUBLICATION YEAR | 2025 |
| H-INDEX | 0 |
On the power of CNNs to detect slums in Brazil
The rapid expansion of slums poses a critical challenge for urban planning in Low- and Middle-Income Countries (LMICs), where traditional data collection methods like censuses are often outdated and insufficient. This study examines the transferability and generalization capabilities of deep learning models, specifically Convolutional Neural Networks (CNNs), for automated slum detection across six Brazilian cities with varying urban morphologies:…
No prominent works on this page.
On the power of CNNs to detect slums in Brazil
The rapid expansion of slums poses a critical challenge for urban planning in Low- and Middle-Income Countries (LMICs), where traditional data collection methods like censuses are often outdated and insufficient. This study examines the transferability and generalization capabilities of deep learning models, specifically Convolutional Neural Networks (CNNs), for automated slum detection across six Brazilian cities with varying urban morphologies:…
Cartography (1 works) · Geography (1 works) · Human Mobility and Location-Based Analysis (1 works) · Land Use and Ecosystem Services (1 works) · Urban and Rural Development Challenges (1 works)