Implementation of Image Processing and Machine Learning in High Resolution Aerial Image Datasets for Lake Resource Usage, Aquaculture, and Coastal Community

• Main Authors: Belarmino, Mark Daniel, Libatique, Nathaniel Joseph C
• Format: text
• Published: Archīum Ateneo 2020
• Subjects: Lakes; Fish; Aquaculture; Image segmentation; Urban areas; Belts; Training; Lake Aquaculture; Coastal Settlements; Image Processing; Machine Learning; Aquaculture and Fisheries; Electrical and Computer Engineering
• Online Access: https://archium.ateneo.edu/ecce-faculty-pubs/114; https://ieeexplore.ieee.org/document/9293932
• Institution: Ateneo De Manila University

Last May 2019, fish farms in Taal Lake suffer from fish kill resulting in an estimated loss of 405 tons of fish. It was reported that the measured water sample from the lake shows significant loss of dissolved-oxygen due to over-crowding of fish farm. With the crisis mentioned, recent studies utiliz...