Cargando…

Mask R-CNN and OBIA Fusion Improves the Segmentation of Scattered Vegetation in Very High-Resolution Optical Sensors

Vegetation generally appears scattered in drylands. Its structure, composition and spatial patterns are key controls of biotic interactions, water, and nutrient cycles. Applying segmentation methods to very high-resolution images for monitoring changes in vegetation cover can provide relevant inform...

Descripción completa

Detalles Bibliográficos
Autores principales:	Guirado, Emilio, Blanco-Sacristán, Javier, Rodríguez-Caballero, Emilio, Tabik, Siham, Alcaraz-Segura, Domingo, Martínez-Valderrama, Jaime, Cabello, Javier
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2021
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7796453/ https://www.ncbi.nlm.nih.gov/pubmed/33466513 http://dx.doi.org/10.3390/s21010320

Ejemplares similares

Olive Tree Biovolume from UAV Multi-Resolution Image Segmentation with Mask R-CNN
por: Safonova, Anastasiia, et al.
Publicado: (2021)

Climate legacies drive the distribution and future restoration potential of dryland forests
por: Guirado, Emilio, et al.
Publicado: (2022)

Whale counting in satellite and aerial images with deep learning
por: Guirado, Emilio, et al.
Publicado: (2019)

Evaluating the Consistency of the 1982–1999 NDVI Trends in the Iberian Peninsula across Four Time-series Derived from the AVHRR Sensor: LTDR, GIMMS, FASIR, and PAL-II
por: Alcaraz-Segura, Domingo, et al.
Publicado: (2010)

Sentinel2GlobalLULC: A Sentinel-2 RGB image tile dataset for global land use/cover mapping with deep learning
por: Benhammou, Yassir, et al.
Publicado: (2022)

High-Throughput System for the Early Quantification of Major Architectural Traits in Olive Breeding Trials Using UAV Images and OBIA Techniques
por: de Castro, Ana I., et al.
Publicado: (2019)

Towards a Smart Smoking Cessation App: A 1D-CNN Model Predicting Smoking Events
por: Abo-Tabik, Maryam, et al.
Publicado: (2020)

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

Face mask recognition system using CNN model
por: Kaur, Gagandeep, 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)

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)

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

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

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

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

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

Revisiting crowd behaviour analysis through deep learning: Taxonomy, anomaly detection, crowd emotions, datasets, opportunities and prospects
por: Luque Sánchez, Francisco, et al.
Publicado: (2020)

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

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

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

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

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

Development of Real-Time Landmark-Based Emotion Recognition CNN for Masked Faces
por: Farkhod, Akhmedov, et al.
Publicado: (2022)

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

Remote-sensing based approach to forecast habitat quality under climate change scenarios
por: Requena-Mullor, Juan M., et al.
Publicado: (2017)

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

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)

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

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)

Bone age recognition based on mask R-CNN using xception regression model
por: Liu, Zhi-Qiang, et al.
Publicado: (2023)

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)

A mask R-CNN model for reidentifying extratropical cyclones based on quasi-supervised thought
por: Lu, Chuhan, et al.
Publicado: (2020)

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)

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

Cannot write session to /tmp/vufind_sessions/sess_0ojbkl60jvs5v9c79n7pi0te5j