Detection of mulberry ripeness stages using deep learning models

Seyed Hassan Miraei Ashtiani; Shima Javanmardi; Mehrdad Jahanbanifard; Alex Martynenko; Fons J. Verbeek

doi:10.1109/ACCESS.2021.3096550

Detection of mulberry ripeness stages using deep learning models

Seyed Hassan Miraei Ashtiani, Shima Javanmardi, Mehrdad Jahanbanifard, Alex Martynenko, Fons J. Verbeek

Environmental Science

Research output: Contribution to journal › Article › peer-review

82 Citations (Scopus)

Original language	English
Article number	9481231
Pages (from-to)	100380-100394
Number of pages	15
Journal	IEEE Access
Volume	9
DOIs	https://doi.org/10.1109/ACCESS.2021.3096550
Publication status	Published - 2021

ASJC Scopus Subject Areas

General Engineering
General Materials Science
Electrical and Electronic Engineering
General Computer Science

Keywords

Computer vision
Convolutional neural network
Online detection
Ripening classification
Transfer learning

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10.1109/ACCESS.2021.3096550

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@article{261be09103e14d769dee2f7b85631a45,

title = "Detection of mulberry ripeness stages using deep learning models",

keywords = "Computer vision, Convolutional neural network, Online detection, Ripening classification, Transfer learning",

author = "{Miraei Ashtiani}, {Seyed Hassan} and Shima Javanmardi and Mehrdad Jahanbanifard and Alex Martynenko and Verbeek, {Fons J.}",

note = "Publisher Copyright: {\textcopyright} 2013 IEEE.",

year = "2021",

doi = "10.1109/ACCESS.2021.3096550",

language = "English",

volume = "9",

pages = "100380--100394",

journal = "IEEE Access",

issn = "2169-3536",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

}

TY - JOUR

T1 - Detection of mulberry ripeness stages using deep learning models

AU - Miraei Ashtiani, Seyed Hassan

AU - Javanmardi, Shima

AU - Jahanbanifard, Mehrdad

AU - Martynenko, Alex

AU - Verbeek, Fons J.

PY - 2021

Y1 - 2021

KW - Computer vision

KW - Convolutional neural network

KW - Online detection

KW - Ripening classification

KW - Transfer learning

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U2 - 10.1109/ACCESS.2021.3096550

DO - 10.1109/ACCESS.2021.3096550

M3 - Article

AN - SCOPUS:85110879793

SN - 2169-3536

VL - 9

SP - 100380

EP - 100394

JO - IEEE Access

JF - IEEE Access

M1 - 9481231

ER -

Detection of mulberry ripeness stages using deep learning models

ASJC Scopus Subject Areas

Keywords

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