Frontiers in Plant Science | Technical Advances in Plant Science

Original Research

Published on 16 Jul 2024

Green pepper fruits counting based on improved DeepSort and optimized Yolov5s

in Technical Advances in Plant Science

Pengcheng Du
Shang Chen
Xu Li
Wenwu Hu
Nan Lan
Xiangming Lei
Yang Xiang

Frontiers in Plant Science

doi 10.3389/fpls.2024.1417682

4,252 views
10 citations

Methods

Published on 15 Jul 2024

Petal segmentation in CT images based on divide-and-conquer strategy

in Technical Advances in Plant Science

Yuki Naka
Yuzuko Utsumi
Masakazu Iwamura
Hirokazu Tsukaya
Koichi Kise

Frontiers in Plant Science

doi 10.3389/fpls.2024.1389902

2,631 views

Original Research

Published on 12 Jul 2024

Development of a deep-learning phenotyping tool for analyzing image-based strawberry phenotypes

in Technical Advances in Plant Science

Jean Nepo Ndikumana
Unseok Lee
Ji Hye Yoo
Samuel Yeboah
Soo Hyun Park
Taek Sung Lee
Young Rog Yeoung
Hyoung Seok Kim

Frontiers in Plant Science

doi 10.3389/fpls.2024.1418383

4,355 views
7 citations

Original Research

Published on 12 Jul 2024

Optimization of in planta methodology for genome editing and transformation in Citrus

in Technical Advances in Plant Science

Archana Khadgi
Cintia H. D. Sagawa
Corina Vernon
Benoit Mermaz
Vivian F. Irish

Frontiers in Plant Science

doi 10.3389/fpls.2024.1438031

6,714 views
9 citations

Original Research

Published on 11 Jul 2024

The impact of the GLOSSY2 and GLOSSY2-LIKE BAHD-proteins in affecting the product profile of the maize fatty acid elongase

in Technical Advances in Plant Science

Liza Esther Alexander
Dirk Winkelman
Kenna E. Stenback
Madison Lane
Katelyn R. Campbell
Elysse Trost
Kayla Flyckt
Michael A. Schelling
Ludmila Rizhsky
Marna D. Yandeau-Nelson

Frontiers in Plant Science

doi 10.3389/fpls.2024.1403779

2,242 views
6 citations

Original Research

Published on 11 Jul 2024

Phenotypic detection of flax plants based on improved Flax-YOLOv5

in Technical Advances in Plant Science

Kai Sun
Chengzhong Liu
Junying Han
Jianping Zhang
Yanni Qi

Frontiers in Plant Science

doi 10.3389/fpls.2024.1404772

1,991 views
1 citation

Original Research

Published on 05 Jul 2024

YOLOC-tiny: a generalized lightweight real-time detection model for multiripeness fruits of large non-green-ripe citrus in unstructured environments

in Technical Advances in Plant Science

Zuoliang Tang
Lijia Xu
Haoyang Li
Mingyou Chen
Xiaoshi Shi
Long Zhou
Yuchao Wang
Zhijun Wu
Yongpeng Zhao
Kun Ruan

Frontiers in Plant Science

doi 10.3389/fpls.2024.1415006

3,981 views
7 citations

Original Research

Published on 05 Jul 2024

CSXAI: a lightweight 2D CNN-SVM model for detection and classification of various crop diseases with explainable AI visualization

in Technical Advances in Plant Science

Reazul Hasan Prince
Abdul Al Mamun
Hasibul Islam Peyal
Shafiun Miraz
Md. Nahiduzzaman
Amith Khandakar
Mohamed Arselene Ayari

Frontiers in Plant Science

doi 10.3389/fpls.2024.1412988

6,942 views
23 citations

Original Research

Published on 05 Jul 2024

Lightweight tomato ripeness detection algorithm based on the improved RT-DETR

in Technical Advances in Plant Science

Sen Wang
Huiping Jiang
Jixiang Yang
Xuan Ma
Jiamin Chen
Zhongjie Li
Xingqun Tang

Frontiers in Plant Science

doi 10.3389/fpls.2024.1415297

14,152 views
45 citations

Original Research

Published on 04 Jul 2024

Spatial effects analysis of natural forest canopy cover based on spaceborne LiDAR and geostatistics

in Technical Advances in Plant Science

Jinge Yu
Li Xu
Qingtai Shu
Shaolong Luo
Lei Xi

Frontiers in Plant Science

doi 10.3389/fpls.2024.1361297

2,560 views
3 citations

Original Research

Published on 02 Jul 2024

CTHNet: a network for wheat ear counting with local-global features fusion based on hybrid architecture

in Technical Advances in Plant Science

Qingqing Hong
Wei Liu
Yue Zhu
Tianyu Ren
Changrong Shi
Zhixin Lu
Yunqin Yang
Ruiting Deng
Jing Qian
Changwei Tan

Frontiers in Plant Science

doi 10.3389/fpls.2024.1425131

2,170 views
3 citations

Methods

Published on 01 Jul 2024

Real-time citrus variety detection in orchards based on complex scenarios of improved YOLOv7

in Technical Advances in Plant Science

Fuqin Deng
Jianle Chen
Lanhui Fu
Jiaming Zhong
Weilai Qiaoi
Jialong Luo
Junwei Li
Nannan Li

Frontiers in Plant Science

doi 10.3389/fpls.2024.1381694

3,090 views
11 citations

Original Research

Published on 28 Jun 2024

How to discriminate wood of CITES-listed tree species from their look-alikes: using an attention mechanism with the ResNet model on an enhanced macroscopic image dataset

in Technical Advances in Plant Science

Shoujia Liu
Chang Zheng
Jiajun Wang
Yang Lu
Jie Yao
Zhiyuan Zou
Yafang Yin
Tuo He

Frontiers in Plant Science

doi 10.3389/fpls.2024.1368885

3,865 views
9 citations

Review

Published on 27 Jun 2024

Advances in Physalis molecular research: applications in authentication, genetic diversity, phylogenetics, functional genes, and omics

in Technical Advances in Plant Science

Yan Jiang
Yanyun Jin
Yiyi Shan
Quanzhou Zhong
Huizhong Wang
Chenjia Shen
Shangguo Feng

Frontiers in Plant Science

doi 10.3389/fpls.2024.1407625

4,879 views
2 citations

Original Research

Published on 26 Jun 2024

Corn leaf disease: insightful diagnosis using VGG16 empowered by explainable AI

in Technical Advances in Plant Science

Maria Tariq
Usman Ali
Sagheer Abbas
Shahzad Hassan
Rizwan Ali Naqvi
Muhammad Adnan Khan
Daesik Jeong

Frontiers in Plant Science

doi 10.3389/fpls.2024.1402835

6,390 views
27 citations

Original Research

Published on 26 Jun 2024

Counting nematodes made easy: leveraging AI-powered automation for enhanced efficiency and precision

in Technical Advances in Plant Science

Kanan K. Saikai
Trim Bresilla
Janne Kool
Norbert C. A. de Ruijter
Casper van Schaik
Misghina G. Teklu

Frontiers in Plant Science

doi 10.3389/fpls.2024.1349209

7,191 views
13 citations

Original Research

Published on 24 Jun 2024

Weed detection and recognition in complex wheat fields based on an improved YOLOv7

in Technical Advances in Plant Science

Kaixin Wang
Xihong Hu
Huiwen Zheng
Maoyang Lan
Changjiang Liu
Yihui Liu
Lei Zhong
Hai Li
Suiyan Tan

Frontiers in Plant Science

doi 10.3389/fpls.2024.1372237

4,970 views
28 citations

Original Research

Published on 21 Jun 2024

Research on emergency scheduling based on improved genetic algorithm in harvester failure scenarios

in Technical Advances in Plant Science

Huanyu Liu
Lihan Zhang
Baidong Zhao
Jiacheng Tang
Jiahao Luo
Shuang Wang

Frontiers in Plant Science

doi 10.3389/fpls.2024.1413595

3,015 views
9 citations

Original Research

Published on 20 Jun 2024

YOLO SSPD: a small target cotton boll detection model during the boll-spitting period based on space-to-depth convolution

in Technical Advances in Plant Science

Mengli Zhang
Wei Chen
Pan Gao
Yongquan Li
Fei Tan
Yuan Zhang
Shiwei Ruan
Peng Xing
Li Guo

Frontiers in Plant Science

doi 10.3389/fpls.2024.1409194

5,139 views
16 citations

Editorial

Published on 19 Jun 2024

Editorial: Advances in fruit-growing systems as a key factor of successful production

in Technical Advances in Plant Science

Geza Bujdoso

Frontiers in Plant Science

doi 10.3389/fpls.2024.1434929

1,376 views

Original Research

Published on 19 Jun 2024

Improved YOLO-FastestV2 wheat spike detection model based on a multi-stage attention mechanism with a LightFPN detection head

in Technical Advances in Plant Science

Shunhao Qing
Zhaomei Qiu
Weili Wang
Fei Wang
Xin Jin
Jiangtao Ji
Long Zhao
Yi Shi

Frontiers in Plant Science

doi 10.3389/fpls.2024.1411510

4,150 views
18 citations

Original Research

Published on 19 Jun 2024

Quantification of species composition in grass-clover swards using RGB and multispectral UAV imagery and machine learning

in Technical Advances in Plant Science

Joanna Pranga
Irene Borra-Serrano
Paul Quataert
Tom De Swaef
Thijs Vanden Nest
Koen Willekens
Greet Ruysschaert
Ivan A. Janssens
Isabel Roldán-Ruiz
Peter Lootens

Frontiers in Plant Science

doi 10.3389/fpls.2024.1414181

4,247 views
3 citations

Original Research

Published on 17 Jun 2024

Winter wheat ear counting based on improved YOLOv7x and Kalman filter tracking algorithm with video streaming

in Technical Advances in Plant Science

Xingmei Xu
Lei Zhou
Helong Yu
Guangyao Sun
Shuaipeng Fei
Jinyu Zhu
Yuntao Ma

Frontiers in Plant Science

doi 10.3389/fpls.2024.1346182

3,052 views
6 citations

Original Research

Published on 13 Jun 2024

Semantic segmentation of microbial alterations based on SegFormer

in Technical Advances in Plant Science

Wael M. Elmessery
Danil V. Maklakov
Tamer M. El-Messery
Denis A. Baranenko
Joaquín Gutiérrez
Mahmoud Y. Shams
Tarek Abd El-Hafeez
Salah Elsayed
Sadeq K. Alhag
Farahat S. Moghanm

Frontiers in Plant Science

doi 10.3389/fpls.2024.1352935

7,088 views
110 citations

1,686 articles

articles

Green pepper fruits counting based on improved DeepSort and optimized Yolov5s

Petal segmentation in CT images based on divide-and-conquer strategy

Development of a deep-learning phenotyping tool for analyzing image-based strawberry phenotypes

Optimization of in planta methodology for genome editing and transformation in Citrus

The impact of the GLOSSY2 and GLOSSY2-LIKE BAHD-proteins in affecting the product profile of the maize fatty acid elongase

Phenotypic detection of flax plants based on improved Flax-YOLOv5

YOLOC-tiny: a generalized lightweight real-time detection model for multiripeness fruits of large non-green-ripe citrus in unstructured environments

CSXAI: a lightweight 2D CNN-SVM model for detection and classification of various crop diseases with explainable AI visualization

Lightweight tomato ripeness detection algorithm based on the improved RT-DETR

Spatial effects analysis of natural forest canopy cover based on spaceborne LiDAR and geostatistics

CTHNet: a network for wheat ear counting with local-global features fusion based on hybrid architecture

Real-time citrus variety detection in orchards based on complex scenarios of improved YOLOv7

How to discriminate wood of CITES-listed tree species from their look-alikes: using an attention mechanism with the ResNet model on an enhanced macroscopic image dataset

Advances in Physalis molecular research: applications in authentication, genetic diversity, phylogenetics, functional genes, and omics

Corn leaf disease: insightful diagnosis using VGG16 empowered by explainable AI

Counting nematodes made easy: leveraging AI-powered automation for enhanced efficiency and precision

Weed detection and recognition in complex wheat fields based on an improved YOLOv7

Research on emergency scheduling based on improved genetic algorithm in harvester failure scenarios

YOLO SSPD: a small target cotton boll detection model during the boll-spitting period based on space-to-depth convolution

Editorial: Advances in fruit-growing systems as a key factor of successful production

Improved YOLO-FastestV2 wheat spike detection model based on a multi-stage attention mechanism with a LightFPN detection head

Quantification of species composition in grass-clover swards using RGB and multispectral UAV imagery and machine learning

Winter wheat ear counting based on improved YOLOv7x and Kalman filter tracking algorithm with video streaming

Semantic segmentation of microbial alterations based on SegFormer