Frontiers in Plant Science | Technical Advances in Plant Science

Original Research

Published on 11 Dec 2023

Cotton Fusarium wilt diagnosis based on generative adversarial networks in small samples

in Technical Advances in Plant Science

Zhenghang Zhang
Lulu Ma
Chunyue Wei
Mi Yang
Shizhe Qin
Xin Lv
Ze Zhang

Frontiers in Plant Science

doi 10.3389/fpls.2023.1290774

1,901 views
3 citations

Original Research

Published on 11 Dec 2023

An improved YOLOv5s model for assessing apple graspability in automated harvesting scene

in Technical Advances in Plant Science

Huibin Li
Peng Yang
Huaiyang Liu
Xiang Liu
Jianping Qian
Qiangyi Yu
Changxing Geng
Yun Shi

Frontiers in Plant Science

doi 10.3389/fpls.2023.1323453

2,133 views
2 citations

Original Research

Published on 11 Dec 2023

Denoising Diffusion Probabilistic Models and Transfer Learning for citrus disease diagnosis

in Technical Advances in Plant Science

Yuchen Li
Jianwen Guo
Honghua Qiu
Fengyi Chen
Junqi Zhang

Frontiers in Plant Science

doi 10.3389/fpls.2023.1267810

3,282 views
7 citations

Methods

Published on 08 Dec 2023

An improved Deeplab V3+ network based coconut CT image segmentation method

in Technical Advances in Plant Science

Qianfan Liu
Yu Zhang
Jing Chen
Chengxu Sun
Mengxing Huang
Mingwei Che
Chun Li
Shenghuang Lin

Frontiers in Plant Science

doi 10.3389/fpls.2023.1139666

2,491 views
7 citations

Original Research

Published on 08 Dec 2023

Plant disease detection model for edge computing devices

in Technical Advances in Plant Science

Ameer Tamoor Khan
Signe Marie Jensen
Abdul Rehman Khan
Shuai Li

Frontiers in Plant Science

doi 10.3389/fpls.2023.1308528

8,850 views
15 citations

Original Research

Published on 07 Dec 2023

Classification of crop disease-pest questions based on BERT-BiGRU-CapsNet with attention pooling

in Technical Advances in Plant Science

Ting Zhang
Dengwu Wang

Frontiers in Plant Science

doi 10.3389/fpls.2023.1300580

1,923 views
1 citation

Original Research

Published on 06 Dec 2023

Nondestructive detection of Pleurotus geesteranus strain degradation based on micro-hyperspectral imaging and machine learning

in Technical Advances in Plant Science

Xuan Wei
Shiyang Liu
Chuangyuan Xie
Wei Fang
Chanjuan Deng
Zhiqiang Wen
Dapeng Ye
Dengfei Jie

Frontiers in Plant Science

doi 10.3389/fpls.2023.1260625

1,656 views
2 citations

Original Research

Published on 06 Dec 2023

Machine learning extracts marks of thiamine’s role in cold acclimation in the transcriptome of Vitis vinifera

in Technical Advances in Plant Science

Tomas Konecny
Maria Nikoghosyan
Hans Binder

Frontiers in Plant Science

doi 10.3389/fpls.2023.1303542

3,244 views
9 citations

Original Research

Published on 04 Dec 2023

An integrated feature selection approach to high water stress yield prediction

in Technical Advances in Plant Science

Zongpeng Li
Xinguo Zhou
Qian Cheng
Weiguang Zhai
Bohan Mao
Yafeng Li
Zhen Chen

Frontiers in Plant Science

doi 10.3389/fpls.2023.1289692

2,204 views
3 citations

Original Research

Published on 29 Nov 2023

Identification of QTNs, QTN-by-environment interactions for plant height and ear height in maize multi-environment GWAS

in Technical Advances in Plant Science

Guoping Shu
Aifang Wang
Xingchuan Wang
Ruijie Chen
Fei Gao
Aifen Wang
Ting Li
Yibo Wang

Frontiers in Plant Science

doi 10.3389/fpls.2023.1284403

3,404 views
7 citations

Original Research

Published on 28 Nov 2023

StressNet: a spatial-spectral-temporal deformable attention-based framework for water stress classification in maize

in Technical Advances in Plant Science

Tejasri Nampally
Kshitiz Kumar
Soumyajit Chatterjee
Rajalakshmi Pachamuthu
Balaji Naik
Uday B. Desai

Frontiers in Plant Science

doi 10.3389/fpls.2023.1241921

2,372 views
3 citations

Methods

Published on 27 Nov 2023

AC-UNet: an improved UNet-based method for stem and leaf segmentation in Betula luminifera

in Technical Advances in Plant Science

Xiaomei Yi
Jiaoping Wang
Peng Wu
Guoying Wang
Lufeng Mo
Xiongwei Lou
Hao Liang
Huahong Huang
Erpei Lin
Brian Tapiwanashe Maponde

Frontiers in Plant Science

doi 10.3389/fpls.2023.1268098

3,193 views
9 citations

Original Research

Published on 27 Nov 2023

Integrative transcriptomics and proteomics profiling of Arabidopsis thaliana elucidates novel mechanisms underlying spaceflight adaptation

in Technical Advances in Plant Science

Gbolaga O. Olanrewaju
Natasha J. Haveman
Michael J. Naldrett
Anna-Lisa Paul
Robert J. Ferl
Sarah E. Wyatt

Frontiers in Plant Science

doi 10.3389/fpls.2023.1260429

4,880 views
8 citations

Review

Published on 27 Nov 2023

Orchard monitoring based on unmanned aerial vehicles and image processing by artificial neural networks: a systematic review

in Technical Advances in Plant Science

Dan Popescu
Loretta Ichim
Florin Stoican

Frontiers in Plant Science

doi 10.3389/fpls.2023.1237695

5,022 views
10 citations

Editorial

Published on 27 Nov 2023

Editorial: Machine vision and machine learning for plant phenotyping and precision agriculture

in Technical Advances in Plant Science

Huajian Liu
Zhanyou Xu

Frontiers in Plant Science

doi 10.3389/fpls.2023.1331918

2,861 views
5 citations

Original Research

Published on 20 Nov 2023

Tomato brown rot disease detection using improved YOLOv5 with attention mechanism

in Technical Advances in Plant Science

Jun Liu
Xuewei Wang
Qianyu Zhu
Wenqing Miao

Frontiers in Plant Science

doi 10.3389/fpls.2023.1289464

2,789 views
13 citations