Classification of objects within agricultural landscape from high-resolution aerial imagery using maximum likelihood discriminant rules

• Main Authors: Ahmad, Asmala, Abu Sari, Mohd. Yazid, Sakidin, Hamzah, Sufahani, Suliadi Firdaus, Mat Amin, Abd. Rahman, Rasib, Abd. Wahid
• Format: Article
• Language: English
• Published: Asian Research Publishing Network 2023
• Subjects: S Agriculture (General)
• Online Access: http://eprints.utm.my/105273/1/AbdWahidRasib2023_ClassificationofObjectsWithinAgricultureLandscape.pdf; http://eprints.utm.my/105273/; http://dx.doi.org/10.59018/0423124

In this study, the performance of object classification based on four discriminant functions, namely linear, quadratic, diagonal linear and diagonal quadratic is investigated and compared. High-resolution aerial imagery captured from a UAV-based remote sensing platform is used for this purpose. Init...