Samitha Daranagama
Biographic Data
| ID | 9967276 |
|---|---|
| NAME | Samitha Daranagama |
| GIVEN NAMES | Samitha |
| FAMILY NAME | Daranagama |
| SIGNATURE | DARANAGAMA S |
| AFFILIATIONS | Asian Institute of Technology |
| ORCID | 0000-0002-7196-1728 |
| VERIFIED | Yes |
| TOTAL WORKS | 1 |
| TOTAL CITATIONS | 0 |
| AUTHOR COUNT | 1 |
| EDITOR COUNT | 0 |
| FIRST PUBLICATION YEAR | 2021 |
| LATEST PUBLICATION YEAR | 2021 |
| H-INDEX | 0 |
Automatic Building Detection with Polygonizing and Attribute Extraction from High-Resolution Images
Buildings can be introduced as a fundamental element for forming a city. Therefore, up-to-date building maps have become vital for many applications, including urban mapping and urban expansion analysis. With the development of deep learning, segmenting building footprints from high-resolution remote sensing imagery has become a subject of intense study. Here, a modified version of the U-Net architecture with a combination of pre- and post-proces…
No prominent works on this page.
Automatic Building Detection with Polygonizing and Attribute Extraction from High-Resolution Images
Buildings can be introduced as a fundamental element for forming a city. Therefore, up-to-date building maps have become vital for many applications, including urban mapping and urban expansion analysis. With the development of deep learning, segmenting building footprints from high-resolution remote sensing imagery has become a subject of intense study. Here, a modified version of the U-Net architecture with a combination of pre- and post-proces…
Aerial image (1 work) · Artificial Intelligence (1 work) · Automated Road and Building Extraction (1 work) · Computer Science (1 work) · Computer vision (1 work) · Geography (1 work) · Population (1 work) · Remote sensing (1 work) · Remote Sensing and LiDAR Applications (1 work) · Remote-Sensing Image Classification (1 work)