Abstract
This paper proposes and implements a novel framework that uses deep learning to classify and visualise satellite land images. The proposed framework uses deep learning to accurately detect features in satellite images, automating the extraction of useful information from large datasets. It involves building and training a deep learning module using various algorithms and settings to improve geographic data processing. Overall, this paper contributes to the field of spatial image processing and highlights the potential benefits of deep learning in land-use mapping and related applications. The implementation of this technology can increase agricultural productivity, improve natural disaster management, and protect the environment.
| Original language | English |
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| Title of host publication | Cooperative Design, Visualization, and Engineering |
| Subtitle of host publication | 20th International Conference on Cooperative Design, Visualization and Engineering, CDVE 2023, Mallorca, Spain, October 1–4, 2023, Proceedings |
| Editors | Yuhua Luo |
| Publisher | Springer |
| Pages | 174-180 |
| Number of pages | 7 |
| Volume | 14166 |
| ISBN (Electronic) | 9783031438158 |
| ISBN (Print) | 9783031438141 |
| DOIs | |
| Publication status | Published - 18 Sept 2023 |
| Event | 20th International Conference on Cooperative Design, Visualization and Engineering 2023: CDVE 2023 - Ca N'oleo, Mallorca, Spain Duration: 01 Oct 2023 → 04 Oct 2023 https://www.cdve.org/cdve2023/index.html https://www.cdve.org/cdve2023/CDVE2023Primary.pdf (List of presented papers) https://www.cdve.org/cdve2023/program.html (Final program) |
Publication series
| Name | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
|---|---|
| Volume | 14166 LNCS |
| ISSN (Print) | 0302-9743 |
| ISSN (Electronic) | 1611-3349 |
Conference
| Conference | 20th International Conference on Cooperative Design, Visualization and Engineering 2023 |
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| Country/Territory | Spain |
| City | Mallorca |
| Period | 01/10/23 → 04/10/23 |
| Other | The CDVE2023 conference was held successfully in Palma de Mallorca with a fully success. The participants enjoyed a very pleasant conference with perfect summer sunny weather. The conference was held simultaneously on site and with zoom online. The paper presentations were well prepared with good quality. To celebrate the 20th anniversary of the conference, the participants enjoyed a nice lunch reception in the Hotel Brondo Architects. The second day afternoon we had a bus tour to the famous tourist town Valledemossa. The third day afternoon we had an old town guided tour to learn about the history and architecture of the Palma old town. In the evening, the celebration dinner was held in a restaurant open air by the sea side in front of the Cathedral ... |
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