Frontiers in Plant Science | Technical Advances in Plant Science

Original Research

Published on 19 Dec 2024

Advanced deep transfer learning techniques for efficient detection of cotton plant diseases

in Technical Advances in Plant Science

Prashant Johri
SeongKi Kim
Kumud Dixit
Prakhar Sharma
Barkha Kakkar
Yogesh Kumar
Jana Shafi
Muhammad Fazal Ijaz

Frontiers in Plant Science

doi 10.3389/fpls.2024.1441117

835 views

Original Research

Published on 19 Dec 2024

Efficient detection of eyes on potato tubers using deep-learning for robotic high-throughput sampling

in Technical Advances in Plant Science

L. G. Divyanth
Salik Ram Khanal
Achyut Paudel
Chakradhar Mattupalli
Manoj Karkee

Frontiers in Plant Science

doi 10.3389/fpls.2024.1512632

1,363 views

Original Research

Published on 17 Dec 2024

Fuzzy backstepping controller for agricultural tractor-trailer vehicles path tracking control with experimental validation

in Technical Advances in Plant Science

Anzhe Wang
Yefei Wang
Xin Ji
Kun Wang
Meiling Qian
Xinhua Wei
Qi Song
Wenming Chen
Shaocen Zhang

Frontiers in Plant Science

doi 10.3389/fpls.2024.1513544

678 views

Original Research

Published on 16 Dec 2024

Mitigating saturation effects in rice nitrogen estimation using Dualex measurements and machine learning

in Technical Advances in Plant Science

Peihua Shi
Yuan Wang
Congfei Yin
Kaiqing Fan
Yinfei Qian
Gui Chen

Frontiers in Plant Science

doi 10.3389/fpls.2024.1518272

487 views

Original Research

Published on 11 Dec 2024

Forest aboveground biomass estimation based on spaceborne LiDAR combining machine learning model and geostatistical method

in Technical Advances in Plant Science

Li Xu
Jinge Yu
Qingtai Shu
Shaolong Luo
Wenwu Zhou
Dandan Duan

Frontiers in Plant Science

doi 10.3389/fpls.2024.1428268

1,012 views
2 citations

Original Research

Published on 11 Dec 2024

A new BWO-based RGB vegetation index and ensemble learning strategy for the pests and diseases monitoring of CCB trees using unmanned aerial vehicle

in Technical Advances in Plant Science

Keliang Hu
Junchen Liu
Hai Xiao
Qiangguo Zeng
Jun Liu
Lei Zhang
Man Li
Zhihui Wang

Frontiers in Plant Science

doi 10.3389/fpls.2024.1464723

717 views

Original Research

Published on 10 Dec 2024

Enhancing Nitrogen Nutrition Index estimation in rice using multi-leaf SPAD values and machine learning approaches

in Technical Advances in Plant Science

Yuan Wang
Peihua Shi
Yinfei Qian
Gui Chen
Jiang Xie
Xianjiao Guan
Weiming Shi
Haitao Xiang

Frontiers in Plant Science

doi 10.3389/fpls.2024.1492528

602 views

Original Research

Published on 09 Dec 2024

BRA-YOLOv7: improvements on large leaf disease object detection using FasterNet and dual-level routing attention in YOLOv7

in Technical Advances in Plant Science

Rong Ye
Quan Gao
Tong Li

Frontiers in Plant Science

doi 10.3389/fpls.2024.1373104

733 views

Original Research

Published on 06 Dec 2024

Mapping rapeseed (Brassica napus L.) aboveground biomass in different periods using optical and phenotypic metrics derived from UAV hyperspectral and RGB imagery

in Technical Advances in Plant Science

Chuanliang Sun
Weixin Zhang
Genping Zhao
Qian Wu
Wanjie Liang
Ni Ren
Hongxin Cao
Lidong Zou

Frontiers in Plant Science

doi 10.3389/fpls.2024.1504119

849 views

Systematic Review

Published on 06 Dec 2024

Research progress and prospect of key technologies of fruit target recognition for robotic fruit picking

in Technical Advances in Plant Science

Shaohua Liu
Jinlin Xue
Tianyu Zhang
Pengfei Lv
Huanhuan Qin
Tianxing Zhao

Frontiers in Plant Science

doi 10.3389/fpls.2024.1423338

894 views

Methods

Published on 06 Dec 2024

Comparative analysis of stomatal pore instance segmentation: Mask R-CNN vs. YOLOv8 on Phenomics Stomatal dataset

in Technical Advances in Plant Science

Thanh Tuan Thai
Ki-Bon Ku
Anh Tuan Le
San Su Min Oh
Ngo Hoang Phan
In-Jung Kim
Yong Suk Chung

Frontiers in Plant Science

doi 10.3389/fpls.2024.1414849

604 views
1 citation

Original Research

Published on 05 Dec 2024

Strategies to enhance greenhouse strawberry yield through honeybee pollination behavior: a simulation study

in Technical Advances in Plant Science

Zhihao Cao
Shuo Jiang
Hongchun Qu

Frontiers in Plant Science

doi 10.3389/fpls.2024.1514372

813 views

Original Research

Published on 02 Dec 2024

BHC-YOLOV8 : improved YOLOv8-based BHC target detection model for tea leaf disease and defect in real-world scenarios

in Technical Advances in Plant Science

BaiShao Zhan
Xi Xiong
Xiaoli Li
Wei Luo

Frontiers in Plant Science

doi 10.3389/fpls.2024.1492504

788 views

Original Research

Published on 02 Dec 2024

SGSNet: a lightweight deep learning model for strawberry growth stage detection

in Technical Advances in Plant Science

Zhiyu Li
Jianping Wang
Guohong Gao
Yufeng Lei
Chenping Zhao
Yan Wang
Haofan Bai
Yuqing Liu
Xiaojuan Guo
Qian Li

Frontiers in Plant Science

doi 10.3389/fpls.2024.1491706

1,129 views

Original Research

Published on 29 Nov 2024

A segmentation-combination data augmentation strategy and dual attention mechanism for accurate Chinese herbal medicine microscopic identification

in Technical Advances in Plant Science

Xiaoying Zhu
Guangyao Pang
Xi He
Yue Chen
Zhenming Yu

Frontiers in Plant Science

doi 10.3389/fpls.2024.1442968

604 views

Original Research

Published on 28 Nov 2024

Explainable light-weight deep learning pipeline for improved drought stress identification

in Technical Advances in Plant Science

Aswini Kumar Patra
Lingaraj Sahoo

Frontiers in Plant Science

doi 10.3389/fpls.2024.1476130

947 views