Exploring the solutions via Retinex enhancements for fruit recognition impacts of outdoor sunlight: a case study of navel oranges
Sign Up to like & getrecommendations! Published in 2021 at "Evolutionary Intelligence"
DOI: 10.1007/s12065-021-00595-w
Abstract: Machine vision-based techniques are one of the critical means to realize intelligent orchard management. Additionally, the third wave of artificial intelligence guided by deep learning has promoted the application of machine vision technology in fruit… read more here.
Keywords: fruit recognition; meter; scale retinex; retinex ... See more keywords
Comparing bags of features, conventional convolutional neural network and AlexNet for fruit recognition
Sign Up to like & getrecommendations! Published in 2019 at "Indonesian Journal of Electrical Engineering and Computer Science"
DOI: 10.11591/ijeecs.v14.i1.pp333-339
Abstract: This paper presents a comparative study between Bag of Features (BoF), Conventional Convolutional Neural Network (CNN) and Alexnet for fruit recognition. Automatic fruit recognition can minimize human intervention in their fruit harvesting operations, operation time… read more here.
Keywords: fruit recognition; alexnet; conventional convolutional; convolutional neural ... See more keywords