Automated image identification, detection and fruit counting of top-view pineapple crown using machine learning

Automated fruit identification or recognition using image processing is a key element in precision agriculture for performing object detection in large crop plots. Automation of fruit recognition for the captured top-view of RGB based images using an unmanned aerial vehicle (UAV) is a challenge. Ima...

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Bibliographic Details
Main Authors: R. Wan Nurazwin Syazwani, H. Muhammad Asraf, M.A. Megat Syahirul Amin, K.A. Nur Dalila
Format: Article
Language:English
Published: Elsevier 2022-02-01
Series:Alexandria Engineering Journal
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S111001682100418X