Improving the Accuracy of the Neighborhood Median Pixels Method (NMPM) in Classifying Landsat 8 OLI Images by Investigating the Use of Different Neighborhood Sizes

• Main Authors: Moreno, Abigail S., Peñaflor, Christian V., Magpantay, Abraham T, Fernandez, Proceso L, Jr
• Format: text
• Published: Archīum Ateneo 2023
• Subjects: Computer Engineering; Electrical and Computer Engineering; Engineering
• Online Access: https://archium.ateneo.edu/discs-faculty-pubs/385; https://doi.org/10.1063/5.0124524
• Institution: Ateneo De Manila University

Remote sensing has been used with various computer vision techniques in order to accurately classify different types of land covers from satellite images. One such technique is the Neighborhood Pixels Method, reported to have an overall accuracy of 94.0% in classifying vegetation, water, and built-u...