Islam Md Parvez

Profile Information

Affiliation: Associate Professor, Biomechanical Systems, Ehime University

Degree: PhD(Ehime University)

J-GLOBAL ID: 201901021321582730
researchmap Member ID: B000360891

External link: https://www.researchgate.net/profile/Md_Islam228

Research Interests

Research Areas

Environmental science/Agricultural science / Agricultural environmental and information engineering /

Research History

Nov, 2022 - Present

Associate Professor (Associate Professor), Biomechanical Systems, Ehime University
Sep, 2021 - Present

(Associate Professor), Graduate School of Agriculture, Ehime University
Apr, 2019 - Sep, 2021

Researcher, Research Center for Agricultural Information Technology, Intelligent Control Team, Agricultural AI Research Promotion Office
Oct, 2015 - Mar, 2018

Engineer, Design and Development, Irie Koken Co. Ltd.
Sep, 2008 - Sep, 2015

Assistant Professor, Farm Power and Machinery, Bangladesh Agricultural University
Apr, 2005 - Sep, 2008

Lecturer, Farm Power and Machinery, Bangladesh Agricultural University

Education

Oct, 2012 - Sep, 2015

Biomechanical Systems, Biomechanical Systems, UGAS, Ehime University
Oct, 2010 - Sep, 2012

Bioresource Science, Biomechanical Systems, Faculty of Agriculture, Ehime University
Jun, 2004 - Dec, 2005

Farm Power and Machinery, Farm Power and Machinery, Bangladesh Agricultural University

Awards

Nov, 2019

Best Poster Award, Performance evaluation of infrared image system for optimal environmental control of the greenhouse, Japan Council for Near Infrared Spectroscopy (JCNIRS)
Dec, 2014

Best research Award, 日本生物環境工学会四国支部

Islam Md Parvez
Oct, 2012

Research innovation award, Toyota Foundation Award

Islam Md Parvez
Dec, 2009

Appreciation Award Agricultural Innovation toward Biofuel Based Society, Ibaraki University

Islam Md Parvez

Papers

7

AI Assisted Tomato Plant Monitoring System – an Experimental Approach Based on the Universal Multi-Branch General-Purpose Convolutional Neural Network

Md. Parvez Islam, K. Hatou

SSRN, Mar, 2024 Lead authorCorresponding author
TheLR531v1 – A deep learning multi-branch CNN architecture for day-night automatic segmentation of horticultural crops

K. Hatou

Computers and Electronics in Agriculture, 204 107557-107557, Jan, 2023 Peer-reviewedLead authorCorresponding author
91

Performance prediction of tomato leaf disease by a series of parallel convolutional neural networks

M.P. Islam, K. Hatou, T. Aihara, S. Seno, S. Kirino, S. Okamoto

Smart Agricultural Technology, 2 100054-100054, Dec, 2022 Peer-reviewedLead authorCorresponding author
59

ThelR547v1—An Asymmetric Dilated Convolutional Neural Network for Real-time Semantic Segmentation of Horticultural Crops

Md. Parvez Islam, Kenji Hatou, Takanori Aihara, Masaki Kawahara, Soki Okamoto, Shuhei Senoo, Kirino Sumire

Sensors, 22(8807) 1-22, Nov, 2022 Peer-reviewedInvitedLead authorCorresponding author
95

DeepD381v1—A Deep-Learning Architecture for the Automatic Detection of tomato leaf disease

MD PARVEZ ISLAM, Kenji Hatou

農業情報学会2022年度年次大会, 9-10, May, 2022 Lead authorCorresponding author
145

An Automated, Clip-Type, Small Internet of Things Camera-Based Tomato Flower and Fruit Monitoring and Harvest Prediction System

Unseok Lee, Md Parvez Islam, Nobuo Kochi, Kenichi Tokuda, Yuka Nakano, Hiroki Naito, Yasushi Kawasaki, Tomohiko Ota, Tomomi Sugiyama, Dong-Hyuk Ahn

Sensors, 22(7) 2456-2456, Mar, 2022 Peer-reviewed
12

HortNet417v1—A Deep-Learning Architecture for the Automatic Detection of Pot-Cultivated Peach Plant Water Stress

Md. Parvez Islam, Takayoshi Yamane

Sensors, 21(23) 1-25, Nov, 2021 Peer-reviewedLead author
96

TheLNet270v1 – A Novel Deep-Network Architecture for the Automatic Classification of Thermal Images for Greenhouse Plants

Md. Parvez Islam, Yuka Nakano, Unseok Lee, Keinichi Tokuda, Nobuo Kochi

Frontiers in Plant Science, 12, Jul 1, 2021 Peer-reviewedLead authorCorresponding author
81

Intelligent control-based environment optimization for the sustainable cultivation inside a greenhouse

Md Parvez Islam, Unseok Lee, Keinichi Tokuda, Nobuo Kochi

Proceedings of the The SICE Annual Conference 2020, 1928-1931, Sep, 2020 Peer-reviewedLead authorCorresponding author
Greenhouse environment control technology using AI

Md. Parvez Islam

Journal of the Japanese Society of Agricultural Machinery and Food Engineers, 82(3) 224-228, May 3, 2020 Peer-reviewedInvitedLead author
Advances in low to medium temperature non-concentrating solar thermal technology

Md. Parvez Islam, Tetsuo Morimoto

Renewable and Sustainable Energy Reviews, 82(P3) 2066-2093, Feb 1, 2018 Peer-reviewed
Non-linear autoregressive neural network approach for inside air temperature prediction of a pillar coole

Islam Md Parvez, Tetsuo Morimoto

International Journal of Green Energy, 14(2) 141-149, Jan, 2017 Peer-reviewedLead authorCorresponding author
Thermodynamic performances of a solar driven adsorption system

Md. Parvez Islam, Tetsuo Morimoto

SOLAR ENERGY, 139 266-277, Dec, 2016 Peer-reviewed
Quality of fresh tomato fruit stored inside a solar adsorption cooling storage system as function of low pressure treatment

Md. Parvez Islam

Agricultural Engineering International: CIGR Journal, Sep, 2016 Peer-reviewed
Progress and development in brick wall cooler storage system

Md Parvez Islam, Tetsuo Morimoto

RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 50 277-303, Oct, 2015 Peer-reviewed
Evaluation of a new heat transfer and evaporative design for a zero energy storage structure

M. P. Islam, T. Morimoto

SOLAR ENERGY, 118 469-484, Aug, 2015 Peer-reviewed
Performance of mathematical System identification in modeling of hybrid evaporative cooling system

Md. Parvez Islam

International Journal of Computer Applications, Aug, 2015 Peer-reviewed
Performance Prediction of Solar Collector Adsorber Tube Temperature using a Nonlinear Autoregressive Model with eXogenous Input

M. P. Islam, T. Morimoto

International Journal of Computer Applications, 114(12) 24-32, Mar, 2015 Peer-reviewed
A new zero energy cool chamber with a solar-driven adsorption refrigerator

Md. Parvez Islam, Tetsuo Morimoto

RENEWABLE ENERGY, 72 367-376, Dec, 2014 Peer-reviewed
Effect of passive evaporative cooler on physio -chemical properties of hot water treated Solanum melongena L

Md. Parvez Islam

Agricultural Engineering International : The CIGR e-journal, Jul, 2014 Peer-reviewed

Misc.

11

Real-time detection investigation of tomato fruit using DeepD381v3-YOLOV4

愛媛大学ー附属高等学校大連携課題研究Ⅰ, Sep, 2023
14

温州ミカンのSPAD 値を活用した効率的な剪定方法の検討_ポスタ

The meeting of Japanese Society of Agricultural, Biological and Environmental Engineers and Scientists 2023, Sep, 2023
10

甘平の推定SPAD値計測方法の検討_ポスタ

The meeting of Japanese Society of Agricultural, Biological and Environmental Engineers and Scientists 2023, Sep, 2023
10

推定 SPAD 値計測のための画像計測方法と解析プロトコルの検討

The meeting of Japanese Society of Agricultural, Biological and Environmental Engineers and Scientists 2023, Sep, 2023
13

植物工場内におけるミニトマト葉の SPAD 値の変動調査および推定 SPAD 値計測方法の検討

The meeting of Japanese Society of Agricultural, Biological and Environmental Engineers and Scientists 2023, Sep, 2023
11

温州ミカンの SPAD 値を活用した効率的な剪定方法の検討

The meeting of Japanese Society of Agricultural, Biological and Environmental Engineers and Scientists 2023, Sep, 2023
24

デジタルカメラを用いたブドウ葉の推定 SPAD 値計測方法の検討

The meeting of Japanese Society of Agricultural, Biological and Environmental Engineers and Scientists 2023, Sep, 2023
13

トマト葉症害の自動分類における Mobilenetv2_07 の性能評価

The meeting of Japanese Society of Agricultural, Biological and Environmental Engineers and Scientists 2023, Sep, 2023
10

DeepD381v2 を用いたミカン葉病の自動診断システムの性能調査

Kondo Sota, Islam Md, Parvez, Kirino Sumire, Saori Matsumoto, Kenji Hatou

The meeting of Japanese Society of Agricultural, Biological and Environmental Engineers and Scientists 2023, Sep, 2023
10

Performance evaluation of DeepD381v3 for automatic classification of plant leaf diseases

Md. Parvez Islam, Kenji Hatou, Kenji Shinagawa, Mitsuo Aono, Takahashi Yaeno

The meeting of Japanese Society of Agricultural, Biological and Environmental Engineers and Scientists 2023, Sep, 2023 Lead author
12

AIを用いたレタス葉のリアルタイムな推定SPAD値解析システムの性能評価 _ポスター

松本早織, Md. Parvez Islam, Kenji Hatou

農業情報学会2023年度年次大会, May, 2023
58

ドローン空撮画像による葉茎菜類の推定 SPAD 値の測定方法の検討

Soki Okamoto, Takanori Aihara, Masaki Kawahara, Md. Parvez Islam, Kenji Hatou

農業情報学会2023年度年次大会, May, 2023
43

RGB 画像を用いた SPAD 値推定時の精度向上に必要な光条件と撮影条件の検討

Kirino Sumire, Md. Parvez Islam, Kenji Hatou

農業情報学会2023年度年次大会, May, 2023
13

SPAD 値を用いた植物工場生産ミニトマトの生育評価方法の検討

Takanori Aihara, Ryusei Matsuo, Md. Parvez Islam, Kenji Hatou

農業情報学会2023年度年次大会, May, 2023
10

Performance evaluation of DeepD381v2 for automatic classification of tomato leaf abnormalities

Md Parvez Islam, Kenji Hatou

農業情報学会2023年度年次大会, May, 2023 Lead author
TheLR531v2 — An asymmetric multi-branch dilated network for day-night autonomous image segmentation of horticultural crops

Md. Parvez Islam, Kenji Hatou

The XX CIGR World Congress 2022, Dec, 2022 Lead author
11

TheLR531v1-A Deep-Learning Architecture for the Automatic Segmentation of horticultural crops

Md. Parvez Islam, Kenji Hatou

日本生物環境工学会2022年福岡大会, Sep, 2022 Lead author
13

DeepD381v1-A Deep-Learning Architecture for the Automatic Detection of tomato leaf disease

Md. Parvez Islam, Kenji Hatou

農業情報学会2022年度年次大会, May, 2022 Lead author
10

Parameter optimization towards the development of a novel deep-network architecture for automatic detection of tomato leaf disease

JSABEES online congress

Nov, 2021 Lead author
16

Performance evaluation of the thermal imaging system for sensing imaging based plant response approach (SIPRA)

Md. Parvez Islam, Nakano Yuka, Keinichi Tokuda, Nobuo Kochi, Unseok Lee

Proceedings of the The 36th NIR Forum, Nov, 2020 Peer-reviewedLead authorCorresponding author

Teaching Experience

Professional Memberships

Industrial Property Rights

特願2023-146140 枝葉年齢推定システム、枝葉年齢推定方法、およびコンピュータプログラム
特開2022-035996 Leaf temperature acquisition device, crop growing system, leaf temperature acquisition method and a program to get the temperature of the leaves

Md Parvez Islam, Nakano Yuka, Lee Unseok, Kochi Nobuo, Tokuda Keinichi
特願2021-155750 Stem water potential prediction method and stem water potential prediction system

Takayoshi Yamane, Md Pervez Islam, Hiroyuki Sugiyama
特願2021-055421 Wire robot for plants

Lee Unseok, Tokuda Keinichi, Kochi Nobuo, Md Parvez Islam
特願2021-002550 Gazō ni yoru nissha-ryō suitei

Tokuda Keinichi, Kochi Nobuo, Lee Unseok, Md Parvez Islam
特願2020-037657 Target device for 3D measurement of crops and 3D photo measurement method for crops

Kochi Nobuo, Lee Unseok, Tokuda Keinichi, Md Parvez Islam, Shinohara Yota
特願2020―008993 Sakumotsu no satsuei sōchi oyobi sakumotsu no satsuei hōhō

Lee Unseok, Tokuda Keinichi, Kochi Nobuo, Md Parvez Islam

Profile Information

Research Interests

Research Areas

Research History

Education

Awards

Papers

Misc.

Teaching Experience

Professional Memberships

Industrial Property Rights

Menu

Coauthors

Following