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
Published in:Alexandria Engineering Journal
Main Author: Wan Nurazwin Syazwani R.; Muhammad Asraf H.; Megat Syahirul Amin M.A.; Nur Dalila K.A.
Format: Article
Language:English
Published: Elsevier B.V. 2022
Online Access:https://www.scopus.com/inward/record.uri?eid=2-s2.0-85110232232&doi=10.1016%2fj.aej.2021.06.053&partnerID=40&md5=304b5a2d4b971756d318672c3aa60db8