Erik Hemberg
Biographic Data
| ID | 8805291 |
|---|---|
| NAME | Erik Hemberg |
| GIVEN NAMES | Erik |
| FAMILY NAME | Hemberg |
| SIGNATURE | HEMBERG E |
| AFFILIATIONS | Universidad de Málaga |
| ORCID | 0000-0002-2153-3506 |
| VERIFIED | Yes |
| TOTAL WORKS | 1 |
| TOTAL CITATIONS | 0 |
| AUTHOR COUNT | 1 |
| EDITOR COUNT | 0 |
| FIRST PUBLICATION YEAR | 2026 |
| LATEST PUBLICATION YEAR | 2026 |
| H-INDEX | 0 |
Low-Cost Deep Learning for Building Detection with Application to Informal Urban Planning
This article studies the application of deep neural networks for automatic building detection in aerial RGB images. Special focus is put on accuracy robustness in both well-structured and poorly planned urban scenarios, which pose significant challenges due to occlusions, irregular building layouts, and limited contextual cues. The applied methodology considers several CNNs using only RBG images as input, and both validation and transfer capabili…
No prominent works on this page.
Low-Cost Deep Learning for Building Detection with Application to Informal Urban Planning
This article studies the application of deep neural networks for automatic building detection in aerial RGB images. Special focus is put on accuracy robustness in both well-structured and poorly planned urban scenarios, which pose significant challenges due to occlusions, irregular building layouts, and limited contextual cues. The applied methodology considers several CNNs using only RBG images as input, and both validation and transfer capabili…
Advanced Neural Network Applications (1 work) · Convolutional neural network (1 work) · Deep learning (1 work) · Geospatial analysis (1 work) · Remote Sensing and LiDAR Applications (1 work) · Remote-Sensing Image Classification (1 work) · RGB color model (1 work) · Transfer of learning (1 work) · Urban planning (1 work)