Frontiers in Plant Science | Technical Advances in Plant Science

Original Research

Published on 12 Jan 2024

Automatic classification of ligneous leaf diseases via hierarchical vision transformer and transfer learning

in Technical Advances in Plant Science

Dianyuan Han
Chunhua Guo

Frontiers in Plant Science

doi 10.3389/fpls.2023.1328952

2,986 views
19 citations

Original Research

Published on 12 Jan 2024

Image-based classification of wheat spikes by glume pubescence using convolutional neural networks

in Technical Advances in Plant Science

Nikita V. Artemenko
Mikhail A. Genaev
Rostislav UI. Epifanov
Evgeny G. Komyshev
Yulia V. Kruchinina
Vasiliy S. Koval
Nikolay P. Goncharov
Dmitry A. Afonnikov

Frontiers in Plant Science

doi 10.3389/fpls.2023.1336192

4,398 views
7 citations

Original Research

Published on 11 Jan 2024

A robust and light-weight transfer learning-based architecture for accurate detection of leaf diseases across multiple plants using less amount of images

in Technical Advances in Plant Science

Md. Khairul Alam Mazumder
M. F. Mridha
Sultan Alfarhood
Mejdl Safran
Md. Abdullah-Al-Jubair
Dunren Che

Frontiers in Plant Science

doi 10.3389/fpls.2023.1321877

5,363 views
15 citations

Review

Published on 11 Jan 2024

Digital image correlation techniques for motion analysis and biomechanical characterization of plants

in Technical Advances in Plant Science

Max D. Mylo
Simon Poppinga

Frontiers in Plant Science

doi 10.3389/fpls.2023.1335445

10,164 views
12 citations

Original Research

Published on 11 Jan 2024

Accurate and fast detection of tomatoes based on improved YOLOv5s in natural environments

in Technical Advances in Plant Science

Philippe Lyonel Touko Mbouembe
Guoxu Liu
Sungkyung Park
Jae Ho Kim

Frontiers in Plant Science

doi 10.3389/fpls.2023.1292766

3,682 views
19 citations

Original Research

Published on 11 Jan 2024

Non-destructive real-time analysis of plant metabolite accumulation in radish microgreens under different LED light recipes

in Technical Advances in Plant Science

Marco Garegnani
Carla Sandri
Claudia Pacelli
Francesca Ferranti
Elisabetta Bennici
Angiola Desiderio
Luca Nardi
Maria Elena Villani

Frontiers in Plant Science

doi 10.3389/fpls.2023.1289208

4,044 views
8 citations

Original Research

Published on 11 Jan 2024

Integrated web portal for non-destructive salt sensitivity detection of Camelina sativa seeds using fluorescent and visible light images coupled with machine learning algorithms

in Technical Advances in Plant Science

Emilio Vello
Megan Letourneau
John Aguirre
Thomas E. Bureau

Frontiers in Plant Science

doi 10.3389/fpls.2023.1303429

2,763 views
2 citations

Editorial

Published on 11 Jan 2024

Editorial: Control of plant diseases with deep learning

in Technical Advances in Plant Science

Guoxiong Zhou
Aibin Chen
Weiwei Cai
Liang Gong
Xiaoyulong Chen
Yanfeng Wang

Frontiers in Plant Science

doi 10.3389/fpls.2024.1354927

2,042 views
5 citations

Original Research

Published on 10 Jan 2024

Development of a longevity prediction model for cut roses using hyperspectral imaging and a convolutional neural network

in Technical Advances in Plant Science

Yong-Tae Kim
Suong Tuyet Thi Ha
Byung-Chun In

Frontiers in Plant Science

doi 10.3389/fpls.2023.1296473

6,756 views
15 citations

Review

Published on 10 Jan 2024

Principles, developments, and applications of spatially resolved spectroscopy in agriculture: a review

in Technical Advances in Plant Science

Yu Xia
Wenxi Liu
Jingwu Meng
Jinghao Hu
Wenbo Liu
Jie Kang
Bin Luo
Han Zhang
Wei Tang

Frontiers in Plant Science

doi 10.3389/fpls.2023.1324881

8,189 views
13 citations

Original Research

Published on 09 Jan 2024

DPXception: a lightweight CNN for image-based date palm species classification

in Technical Advances in Plant Science

Mejdl Safran
Waleed Alrajhi
Sultan Alfarhood

Frontiers in Plant Science

doi 10.3389/fpls.2023.1281724

5,769 views
18 citations

Original Research

Published on 08 Jan 2024

Spatial prediction of winter wheat yield gap: agro-climatic model and machine learning approaches

in Technical Advances in Plant Science

Seyed Rohollah Mousavi
Vahid Alah Jahandideh Mahjenabadi
Bahman Khoshru
Meisam Rezaei

Frontiers in Plant Science

doi 10.3389/fpls.2023.1309171

5,663 views
15 citations

Original Research

Published on 08 Jan 2024

PDSE-Lite: lightweight framework for plant disease severity estimation based on Convolutional Autoencoder and Few-Shot Learning

in Technical Advances in Plant Science

Punam Bedi
Pushkar Gole
Sudeep Marwaha

Frontiers in Plant Science

doi 10.3389/fpls.2023.1319894

6,107 views
18 citations

Original Research

Published on 08 Jan 2024

Cereal-legume intercropping: a smart review using topic modelling

in Technical Advances in Plant Science

Sofie Landschoot
Riccardo Zustovi
Kevin Dewitte
Nicola P. Randall
Steven Maenhout
Geert Haesaert

Frontiers in Plant Science

doi 10.3389/fpls.2023.1228850

7,567 views
26 citations

Original Research

Published on 08 Jan 2024

Tree ring segmentation using UNEt TRansformer neural network on stained microsections for quantitative wood anatomy

in Technical Advances in Plant Science

Miguel García-Hidalgo
Ángel García-Pedrero
Vicente Rozas
Gabriel Sangüesa-Barreda
Ana I. García-Cervigón
Giulia Resente
Martin Wilmking
José Miguel Olano

Frontiers in Plant Science

doi 10.3389/fpls.2023.1327163

3,862 views
7 citations

Original Research

Published on 08 Jan 2024

Conserved plant transcriptional responses to microgravity from two consecutive spaceflight experiments

in Technical Advances in Plant Science

Eric S. Land
James Sheppard
Colleen J. Doherty
Imara Y. Perera

Frontiers in Plant Science

doi 10.3389/fpls.2023.1308713

6,501 views
14 citations

Original Research

Published on 08 Jan 2024

Compressed variance component mixed model reveals epistasis associated with flowering in Arabidopsis

in Technical Advances in Plant Science

Le Han
Bolin Shen
Xinyi Wu
Jin Zhang
Yang-Jun Wen

Frontiers in Plant Science

doi 10.3389/fpls.2023.1283642

2,708 views
2 citations

Original Research

Published on 04 Jan 2024

Maize plant detection using UAV-based RGB imaging and YOLOv5

in Technical Advances in Plant Science

Chenghao Lu
Emmanuel Nnadozie
Moritz Paul Camenzind
Yuncai Hu
Kang Yu

Frontiers in Plant Science

doi 10.3389/fpls.2023.1274813

6,996 views
37 citations

Original Research

Published on 04 Jan 2024

“Chamber #8” – a holistic approach of high-throughput non-destructive assessment of plant roots

in Technical Advances in Plant Science

Joelle Claussen
Thomas Wittenberg
Norman Uhlmann
Stefan Gerth

Frontiers in Plant Science

doi 10.3389/fpls.2023.1269005

2,929 views
6 citations

Original Research

Published on 03 Jan 2024

Multi temporal multispectral UAV remote sensing allows for yield assessment across European wheat varieties already before flowering

in Technical Advances in Plant Science

Moritz Paul Camenzind
Kang Yu

Frontiers in Plant Science

doi 10.3389/fpls.2023.1214931

5,749 views
25 citations

Original Research

Published on 03 Jan 2024

Using Raman spectroscopy for early detection of resistance-breaking strains of tomato spotted wilt orthotospovirus in tomatoes

in Technical Advances in Plant Science

Isaac D. Juárez
MacKenzi X. Steczkowski
Senthilraja Chinnaiah
Axell Rodriguez
Kiran R. Gadhave
Dmitry Kurouski

Frontiers in Plant Science

doi 10.3389/fpls.2023.1283399

3,367 views
17 citations

Methods

Published on 03 Jan 2024

A fast and easy one-step purification strategy for plant-made antibodies using Protein A magnetic beads

in Technical Advances in Plant Science

Loïc Faye
Clemens Grünwald-Gruber
Louis-Philippe Vezina
Véronique Gomord
Bertrand Morel

Frontiers in Plant Science

doi 10.3389/fpls.2023.1276148

3,412 views
4 citations

Original Research

Published on 22 Dec 2023

SCGNet: efficient sparsely connected group convolution network for wheat grains classification

in Technical Advances in Plant Science

Xuewei Sun
Yan Li
Guohou Li
Songlin Jin
Wenyi Zhao
Zheng Liang
Weidong Zhang

Frontiers in Plant Science

doi 10.3389/fpls.2023.1304962

3,022 views
8 citations

Original Research

Published on 18 Dec 2023

Decision-tree-based ion-specific dosing algorithm for enhancing closed hydroponic efficiency and reducing carbon emissions

in Technical Advances in Plant Science

Woo-Jae Cho
Min-Seok Gang
Dong-Wook Kim
JooShin Kim
Dae-Hyun Jung
Hak-Jin Kim

Frontiers in Plant Science

doi 10.3389/fpls.2023.1301490

3,669 views
10 citations

1,686 articles

articles

Automatic classification of ligneous leaf diseases via hierarchical vision transformer and transfer learning

Image-based classification of wheat spikes by glume pubescence using convolutional neural networks

A robust and light-weight transfer learning-based architecture for accurate detection of leaf diseases across multiple plants using less amount of images

Digital image correlation techniques for motion analysis and biomechanical characterization of plants

Accurate and fast detection of tomatoes based on improved YOLOv5s in natural environments

Non-destructive real-time analysis of plant metabolite accumulation in radish microgreens under different LED light recipes

Integrated web portal for non-destructive salt sensitivity detection of Camelina sativa seeds using fluorescent and visible light images coupled with machine learning algorithms

Editorial: Control of plant diseases with deep learning

Development of a longevity prediction model for cut roses using hyperspectral imaging and a convolutional neural network

Principles, developments, and applications of spatially resolved spectroscopy in agriculture: a review

DPXception: a lightweight CNN for image-based date palm species classification

Spatial prediction of winter wheat yield gap: agro-climatic model and machine learning approaches

PDSE-Lite: lightweight framework for plant disease severity estimation based on Convolutional Autoencoder and Few-Shot Learning

Cereal-legume intercropping: a smart review using topic modelling

Tree ring segmentation using UNEt TRansformer neural network on stained microsections for quantitative wood anatomy

Conserved plant transcriptional responses to microgravity from two consecutive spaceflight experiments

Compressed variance component mixed model reveals epistasis associated with flowering in Arabidopsis

Maize plant detection using UAV-based RGB imaging and YOLOv5

“Chamber #8” – a holistic approach of high-throughput non-destructive assessment of plant roots

Multi temporal multispectral UAV remote sensing allows for yield assessment across European wheat varieties already before flowering

Using Raman spectroscopy for early detection of resistance-breaking strains of tomato spotted wilt orthotospovirus in tomatoes

A fast and easy one-step purification strategy for plant-made antibodies using Protein A magnetic beads

SCGNet: efficient sparsely connected group convolution network for wheat grains classification

Decision-tree-based ion-specific dosing algorithm for enhancing closed hydroponic efficiency and reducing carbon emissions