- 期刊
- OpenAccess
Identification of Water Bodies from High and Multi-level Resolution Satellite Images Using Novel Feature Extracting Technique-Satellite Image Processing
並列摘要
Water bodies are precious resources which play an important role in agriculture, transportation, drinking water supply and environmental balance of ground water level and so on. Assessment on water-bodies as well as escribing on its characteristics is the most crucial work to be done in India where land is being occupied at a very high rate. Satellite images are not clear all the time and will have shadow effects, which has to identified and distinguished. Water body image may appear similar to shades of huge buildings due to reflection and echoing. Few substantial research have been conducted to extract information about water bodies from several multi-resolution satellite images. This paper proposes a novel methodology based on texture and spectral information of the satellite images to extract water bodies.
延伸閱讀
- Lin, D. W., & Chang, C. (2022). Extraction of Water Bodies from Satellite Imagery Using AI Techniques. 航測及遙測學刊, 27(4), 237-246. https://doi.org/10.6574/JPRS.202212_27(4).0003
- Laili, N., & Wang, C. K. (2019). Object-based Detection of Impervious Area in Agriculture Land Using High-Resolution Satellite Image. 測量工程, 58(), 21-36. https://www.airitilibrary.com/Article/Detail?DocID=04963334-201906-201908020008-201908020008-21-36
- 李瑞陽、莊佳文（2006）。The Study on Classification Accuracy of Landuse Categories from High Resolution Satellite Images Using Image Segmentation Algorithm。航測及遙測學刊，11(4)，403-415。https://doi.org/10.6574/JPRS.2006.11(4).4
- 王素芬、余佳樺、劉雅婷（2014）。Effect of Satellite Image Pre-processing on Vegetation Change Detection。地理學報，(75)，81-99。https://doi.org/10.6161/jgs.2014.75.04
- 高毅灃（2011）。A Study of Flood Identification in Satellite Image Using Artificial Neural Networks〔碩士論文，淡江大學〕。華藝線上圖書館。https://doi.org/10.6846/TKU.2011.00973