Mask R Cnn | List of Frontiers open access articles

Original Research

Published on 15 May 2025

Rural road surface distress detection algorithm based on mask R-CNN with data augmentation

in Transportation and Transit Systems

Dongfang Li
Hang Zhang
Longjin Chen
Yu Zhou
Yulong Li
Ren Qian
Yue Jiang

Frontiers in Built Environment

doi 10.3389/fbuil.2025.1566979

1,771 views
3 citations

Brief Research Report

Published on 29 Jan 2025

End-to-end 3D instance segmentation of synthetic data and embryo microscopy images with a 3D Mask R-CNN

in Computational BioImaging

Gabriel David
Emmanuel Faure

Frontiers in Bioinformatics

doi 10.3389/fbinf.2024.1497539

3,414 views
2 citations

Original Research

Published on 14 Feb 2023

Bone age recognition based on mask R-CNN using xception regression model

in Computational Physiology and Medicine

Zhi-Qiang Liu
Zi-Jian Hu
Tian-Qiong Wu
Geng-Xin Ye
Yu-Liang Tang
Zi-Hua Zeng
Zhong-Min Ouyang
Yuan-Zhe Li

Frontiers in Physiology

doi 10.3389/fphys.2023.1062034

5,615 views
15 citations

Original Research

Published on 22 Jul 2022

Fusing attention mechanism with Mask R-CNN for instance segmentation of grape cluster in the field

in Sustainable and Intelligent Phytoprotection

Lei Shen
Jinya Su
Rong Huang
Wumeng Quan
Yuyang Song
Yulin Fang
Baofeng Su

Frontiers in Plant Science

doi 10.3389/fpls.2022.934450

8,818 views
35 citations

Original Research

Published on 25 Aug 2022

Comparative studies of deep learning segmentation models for left ventricle segmentation

in Digital Public Health

Muhammad Ali Shoaib
Khin Wee Lai
Joon Huang Chuah
Yan Chai Hum
Raza Ali
Samiappan Dhanalakshmi
Huanhuan Wang
Xiang Wu

Frontiers in Public Health

doi 10.3389/fpubh.2022.981019

5,029 views
46 citations

Original Research

Published on 27 Mar 2024

A deep semantic network-based image segmentation of soybean rust pathogens

in Sustainable and Intelligent Phytoprotection

Yalin Wu
Zhuobin Xi
Fen Liu
Weiming Hu
Hongjuan Feng
Qinjian Zhang

Frontiers in Plant Science

doi 10.3389/fpls.2024.1340584

3,262 views
5 citations

Original Research

Published on 31 Jul 2020

A New Method for Counting Reproductive Structures in Digitized Herbarium Specimens Using Mask R-CNN

in Functional Plant Ecology

Charles C. Davis
Julien Champ
Daniel S. Park
Ian Breckheimer
Goia M. Lyra
Junxi Xie
Alexis Joly
Dharmesh Tarapore
Aaron M. Ellison
Pierre Bonnet

Frontiers in Plant Science

doi 10.3389/fpls.2020.01129

8,439 views
39 citations

Original Research

Published on 03 Aug 2023

A new, feasible, and convenient method based on semantic segmentation and deep learning for hemoglobin monitoring

in Precision Medicine

Xiao-yan Hu
Yu-jie Li
Xin Shu
Ai-lin Song
Hao Liang
Yi-zhu Sun
Xian-feng Wu
Yong-shuai Li
Li-fang Tan
Zhi-yong Yang

Frontiers in Medicine

doi 10.3389/fmed.2023.1151996

3,481 views
11 citations

Original Research

Published on 20 Jun 2025

Carotid plaque segmentation and classification using MRI-based plaque texture analysis and convolutional neural network

in Precision Medicine

Zakarya Hasan Ahmed Abu Alregal
Gehad Abdullah Amran
Ali A. Al-Bakhrani
Saleh Abdul Amir Mohammad
Amerah Alabrah
Lubna Alkhalil
Abdalla Ibrahim
Maryam Ghaffar

Frontiers in Medicine

doi 10.3389/fmed.2025.1502830

2,557 views
1 citation

Original Research

Published on 28 Jul 2023

A fine recognition method of strawberry ripeness combining Mask R-CNN and region segmentation

in Technical Advances in Plant Science

Can Tang
Du Chen
Xin Wang
Xindong Ni
Yehong Liu
Yihao Liu
Xu Mao
Shumao Wang

Frontiers in Plant Science

doi 10.3389/fpls.2023.1211830

6,831 views
24 citations

Original Research

Published on 02 Jun 2025

Optimizing Mask R-CNN for enhanced quinoa panicle detection and segmentation in precision agriculture

in Technical Advances in Plant Science

Manal El Akrouchi
Manal Mhada
Dachena Romain Gracia
Malcolm J. Hawkesford
Bruno Gérard

Frontiers in Plant Science

doi 10.3389/fpls.2025.1472688

8,421 views
4 citations

Original Research

Published on 23 Jan 2026

Multimodal fusions for defect detection of photovoltaic panels by mask R-CNN and hawkfish optimization algorithm

in Interdisciplinary Climate Studies

Nazar Almukhtar
Sefer Kurnaz

Frontiers in Earth Science

doi 10.3389/feart.2025.1702396

910 views

Original Research

Published on 06 Jan 2023

Marker-less tracking system for multiple mice using Mask R-CNN

in Learning and Memory

Naoaki Sakamoto
Hitoshi Kakeno
Noriko Ozaki
Yusuke Miyazaki
Koji Kobayashi
Takahisa Murata

Frontiers in Behavioral Neuroscience

doi 10.3389/fnbeh.2022.1086242

4,733 views
9 citations

Original Research

Published on 12 Aug 2022

Identification and picking point positioning of tender tea shoots based on MR3P-TS model

in Sustainable and Intelligent Phytoprotection

Lijie Yan
Kaihua Wu
Jia Lin
Xingang Xu
Jingcheng Zhang
Xiaohu Zhao
James Tayor
Dongmei Chen

Frontiers in Plant Science

doi 10.3389/fpls.2022.962391

4,959 views
27 citations

Original Research

Published on 25 Aug 2025

Investigation of deep learning approaches for automated damage diagnostics in fiber metal laminates using Detectron2 and SAM

in Pattern Recognition

Sanjeev Kumar
Stefan Bosse
Chirag Shah

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1599345

3,204 views

Original Research

Published on 29 Jan 2021

Instance Segmentation to Estimate Consumption of Corn Ears by Wild Animals for GMO Preference Tests

in AI in Food, Agriculture and Water

Shrinidhi Adke
Karl Haro von Mogel
Yu Jiang
Changying Li

Frontiers in Artificial Intelligence

doi 10.3389/frai.2020.593622

8,279 views
4 citations

Articles

Rural road surface distress detection algorithm based on mask R-CNN with data augmentation

End-to-end 3D instance segmentation of synthetic data and embryo microscopy images with a 3D Mask R-CNN

Bone age recognition based on mask R-CNN using xception regression model

Fusing attention mechanism with Mask R-CNN for instance segmentation of grape cluster in the field

Comparative studies of deep learning segmentation models for left ventricle segmentation

A deep semantic network-based image segmentation of soybean rust pathogens

A New Method for Counting Reproductive Structures in Digitized Herbarium Specimens Using Mask R-CNN

A new, feasible, and convenient method based on semantic segmentation and deep learning for hemoglobin monitoring

Carotid plaque segmentation and classification using MRI-based plaque texture analysis and convolutional neural network

A fine recognition method of strawberry ripeness combining Mask R-CNN and region segmentation

Optimizing Mask R-CNN for enhanced quinoa panicle detection and segmentation in precision agriculture

Multimodal fusions for defect detection of photovoltaic panels by mask R-CNN and hawkfish optimization algorithm

Marker-less tracking system for multiple mice using Mask R-CNN

Identification and picking point positioning of tender tea shoots based on MR3P-TS model

Investigation of deep learning approaches for automated damage diagnostics in fiber metal laminates using Detectron2 and SAM

Instance Segmentation to Estimate Consumption of Corn Ears by Wild Animals for GMO Preference Tests