Cargando…

Study on Accuracy Improvement of Slope Failure Region Detection Using Mask R-CNN with Augmentation Method

We proposed an automatic detection method of slope failure regions using a semantic segmentation method called Mask R-CNN based on a deep learning algorithm to improve the efficiency of damage assessment in the event of slope failure disaster. There is limited research on detecting landslides by dee...

Descripción completa

Detalles Bibliográficos
Autores principales:	Kubo, Shiori, Yamane, Tatsuro, Chun, Pang-jo
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2022
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9460332/ https://www.ncbi.nlm.nih.gov/pubmed/36080871 http://dx.doi.org/10.3390/s22176412

Ejemplares similares

Crack Detection and Comparison Study Based on Faster R-CNN and Mask R-CNN
por: Xu, Xiangyang, et al.
Publicado: (2022)

Detection and classification of COVID-19 by using faster R-CNN and mask R-CNN on CT images
por: Sahin, M. Emin, et al.
Publicado: (2023)

Detection and classification the breast tumors using mask R-CNN on sonograms
por: Chiao, Jui-Ying, et al.
Publicado: (2019)

Improved Mask R-CNN for Aircraft Detection in Remote Sensing Images
por: Wu, Qifan, et al.
Publicado: (2021)

Instance Segmentation of Multiple Myeloma Cells Using Deep-Wise Data Augmentation and Mask R-CNN
por: Paing, May Phu, et al.
Publicado: (2022)

Automatic detection of early gastric cancer in endoscopy based on Mask region-based convolutional neural networks (Mask R-CNN)(with video)
por: Jin, Jing, et al.
Publicado: (2022)

Mask R-CNN Based C. Elegans Detection with a DIY Microscope
por: Fudickar, Sebastian, et al.
Publicado: (2021)

Detection of Green Asparagus Using Improved Mask R-CNN for Automatic Harvesting
por: Liu, Xiangpeng, et al.
Publicado: (2022)

Enhance the Accuracy of Landslide Detection in UAV Images Using an Improved Mask R-CNN Model: A Case Study of Sanming, China
por: Yun, Lu, et al.
Publicado: (2023)

Multiscale Mask R-CNN–Based Lung Tumor Detection Using PET Imaging
por: Zhang, Rui, et al.
Publicado: (2019)

SIRA: Scale illumination rotation affine invariant mask R-CNN for pedestrian detection
por: Gawande, Ujwalla, et al.
Publicado: (2022)

A fine recognition method of strawberry ripeness combining Mask R-CNN and region segmentation
por: Tang, Can, et al.
Publicado: (2023)

Mask R-CNN-Oriented Pottery Display and Identification System
por: Wei, Chuantao
Publicado: (2022)

APESTNet with Mask R-CNN for Liver Tumor Segmentation and Classification
por: Balasubramanian, Prabhu Kavin, et al.
Publicado: (2023)

Defect Detection of Industry Wood Veneer Based on NAS and Multi-Channel Mask R-CNN
por: Shi, Jiahao, et al.
Publicado: (2020)

Automatic detection and segmentation of adenomatous colorectal polyps during colonoscopy using Mask R-CNN
por: Meng, Jie, et al.
Publicado: (2020)

Mask Detection and Social Distance Identification Using Internet of Things and Faster R-CNN Algorithm
por: Meivel, S., et al.
Publicado: (2022)

Improved Mask R-CNN Multi-Target Detection and Segmentation for Autonomous Driving in Complex Scenes
por: Fang, Shuqi, et al.
Publicado: (2023)

Safety Distance Identification for Crane Drivers Based on Mask R-CNN
por: Yang, Zhen, et al.
Publicado: (2019)

An Instance Segmentation Model for Strawberry Diseases Based on Mask R-CNN
por: Afzaal, Usman, et al.
Publicado: (2021)

Measurement of laryngeal elevation by automated segmentation using Mask R-CNN
por: Lee, Hyun Haeng, et al.
Publicado: (2021)

Face mask detection using YOLOv3 and faster R-CNN models: COVID-19 environment
por: Singh, Sunil, et al.
Publicado: (2021)

Detection and Segmentation of Mature Green Tomatoes Based on Mask R-CNN with Automatic Image Acquisition Approach
por: Zu, Linlu, et al.
Publicado: (2021)

Comparison of Multi-Label U-Net and Mask R-CNN for panoramic radiograph segmentation to detect periodontitis
por: Widyaningrum, Rini, et al.
Publicado: (2022)

Development of Impurity-Detection System for Tracked Rice Combine Harvester Based on DEM and Mask R-CNN
por: Guan, Zhuohuai, et al.
Publicado: (2022)

Apple detection and instance segmentation in natural environments using an improved Mask Scoring R-CNN Model
por: Wang, Dandan, et al.
Publicado: (2022)

Fish Segmentation in Sonar Images by Mask R-CNN on Feature Maps of Conditional Random Fields †
por: Chang, Chin-Chun, et al.
Publicado: (2021)

Mask R-CNN based multiclass segmentation model for endotracheal intubation using video laryngoscope
por: Choi, Seung Jae, et al.
Publicado: (2023)

Quantitative analysis of functional filtering bleb size using Mask R-CNN
por: Wang, Tao, et al.
Publicado: (2020)

OCT Retinal and Choroidal Layer Instance Segmentation Using Mask R-CNN
por: Viedma, Ignacio A., et al.
Publicado: (2022)

Marker-less tracking system for multiple mice using Mask R-CNN
por: Sakamoto, Naoaki, et al.
Publicado: (2023)

An Improvised Deep-Learning-Based Mask R-CNN Model for Laryngeal Cancer Detection Using CT Images
por: Sahoo, Pravat Kumar, et al.
Publicado: (2022)

Nonlinear and Dotted Defect Detection with CNN for Multi-Vision-Based Mask Inspection
por: Woo, Jimyeong, et al.
Publicado: (2022)

CNN Training with Twenty Samples for Crack Detection via Data Augmentation
por: Wang, Zirui, et al.
Publicado: (2020)

Vision Measurement of Gear Pitting Under Different Scenes by Deep Mask R-CNN
por: Xi, Dejun, et al.
Publicado: (2020)

Mask-Refined R-CNN: A Network for Refining Object Details in Instance Segmentation
por: Zhang, Yiqing, et al.
Publicado: (2020)

Fusing attention mechanism with Mask R-CNN for instance segmentation of grape cluster in the field
por: Shen, Lei, et al.
Publicado: (2022)

Hair Follicle Classification and Hair Loss Severity Estimation Using Mask R-CNN
por: Kim, Jong-Hwan, et al.
Publicado: (2022)

Segmentation of mine overburden dump particles from images using Mask R CNN
por: Shrivastava, Shubham, et al.
Publicado: (2023)

Simultaneous Segmentation and Classification of Pressure Injury Image Data Using Mask-R-CNN
por: Swerdlow, Mark, et al.
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_u3g7u8c6pd500v55r8f90p0sen