Machine Learning-Based Water Body Extraction from Satellite Images: Machine Learning-Based Water Body Extraction from Visible Colour Satellite Images - Softcover

Dixit, Sakshi; Mulik, Akanksha; Dhore, Disha

 
9786207459100: Machine Learning-Based Water Body Extraction from Satellite Images: Machine Learning-Based Water Body Extraction from Visible Colour Satellite Images
Softcover
ISBN 10: 6207459105 ISBN 13: 9786207459100
Verlag: LAP LAMBERT Academic Publishing, 2024

Inhaltsangabe

Water body extraction from satellite images help us to study water resources. Due to constant changes in weather and increase of global warming it is necessary to track changes in water resources to study their impact on environment. From agriculture to industries, water bodies play an important role in production. Water bodies play an important role in keeping environmental balance. To study water bodies, acquiring high resolution satellite images is an important step. But even though after receiving high resolution images, there are some issues which are faced during extraction water bodies from satellite images. One of the most difficult tasks to overcome is to distinguish between water bodies and its surrounding shadows which are casted on the water. Detection of narrow water bodies is also challenging. Studying water bodies helps us in detection of floods, draught detection, and resource study and also how this water bodies can be used for developing water transport.

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Über die Autorin bzw. den Autor

Sakshi Vaibhav Dixit se licenció en Ingeniería por la SPPU en 2023 y cursa un máster en Ciencias (MS) en el Illinois Institute of Technology de Chicago (EE. UU.). Su área de investigación incluye la inteligencia artificial, el aprendizaje automático y el aprendizaje profundo.

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Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2024
Sprache
Englisch
ISBN 10 
6207459105
ISBN 13 
9786207459100
Einband
Taschenbuch
Anzahl der Seiten
56
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