Abstract
Through the revelation and internal logic relationship of the DIKW model, the logic of data, information, knowledge, and wisdom in small target detection research initially built a new point of view, and did some basic tasks for small target detection and research, so as to use it to use it to do some basic tasks for small target detection and research. Small target detection research model under DIKW. The DIKW Information System was introduced into the field of small target testing. First, the DIKW model was analyzed. The framework of data information -information knowledge -intelligent framework was studied, and small target detection methods of one -stage and two -stage stages were studied, such as CNN -based methods, transformer methods and mixed methods. This article analyzes the basic network framework of small target detection, and builds data, information, knowledge and wisdom in small targets detection research. © 2024 SPIE.
| Original language | English |
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| Title of host publication | International Conference on Remote Sensing, Mapping, and Image Processing (RSMIP 2024) |
| Editors | Ram Bilas Pachori, Lei Chen |
| Publisher | SPIE - International Society for Optical Engineering |
| ISBN (Electronic) | 9781510680029 |
| ISBN (Print) | 9781510680012 |
| DOIs | |
| Publication status | Published - 2024 |
| Event | 2024 International Conference on Remote Sensing, Mapping, and Image Processing (RSMIP 2024) - Zoom, Xiamen, China Duration: 19 Jan 2024 → 21 Jan 2024 https://2024.rsmip.org/ |
Publication series
| Name | Proceedings of SPIE |
|---|---|
| Volume | 13167 |
| ISSN (Print) | 0277-786X |
| ISSN (Electronic) | 1996-756X |
Conference
| Conference | 2024 International Conference on Remote Sensing, Mapping, and Image Processing (RSMIP 2024) |
|---|---|
| Place | China |
| City | Xiamen |
| Period | 19/01/24 → 21/01/24 |
| Internet address |
Research Keywords
- CNN
- DIKW model
- Receptive field
- Small target detection
- Transformer