Cargando…

Precise Pollen Grain Detection in Bright Field Microscopy Using Deep Learning Techniques

The determination of daily concentrations of atmospheric pollen is important in the medical and biological fields. Obtaining pollen concentrations is a complex and time-consuming task for specialized personnel. The automatic location of pollen grains is a handicap due to the high complexity of the i...

Descripción completa

Detalles Bibliográficos
Autores principales:	Gallardo-Caballero, Ramón, García-Orellana, Carlos J., García-Manso, Antonio, González-Velasco, Horacio M., Tormo-Molina, Rafael, Macías-Macías, Miguel
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2019
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6720915/ https://www.ncbi.nlm.nih.gov/pubmed/31426511 http://dx.doi.org/10.3390/s19163583

Ejemplares similares

Consistent performance measurement of a system to detect masses in mammograms based on blind feature extraction
por: García‐Manso, Antonio, et al.
Publicado: (2013)

Low-Power and Low-Cost Environmental IoT Electronic Nose Using Initial Action Period Measurements
por: García-Orellana, Carlos J., et al.
Publicado: (2019)

Improving Short Term Instability for Quantitative Analyses with Portable Electronic Noses
por: Macías, Miguel Macías, et al.
Publicado: (2014)

A Compact and Low Cost Electronic Nose for Aroma Detection
por: Macías, Miguel Macías, et al.
Publicado: (2013)

Acetic Acid Detection Threshold in Synthetic Wine Samples of a Portable Electronic Nose
por: Macías, Miguel Macías, et al.
Publicado: (2012)

Independent Component Analysis to Detect Clustered Microcalcification Breast Cancers
por: Gallardo-Caballero, R., et al.
Publicado: (2012)

Study of the Effect of Breast Tissue Density on Detection of Masses in Mammograms
por: García-Manso, A., et al.
Publicado: (2013)

Benchmark for multi-cellular segmentation of bright field microscopy images
por: Zaritsky, Assaf, et al.
Publicado: (2013)

DNA Comet Giemsa Staining for Conventional Bright-Field Microscopy
por: Osipov, Andreyan, et al.
Publicado: (2014)

Optical sectioning of unlabeled samples using bright-field microscopy
por: Gutiérrez-Medina, Braulio
Publicado: (2022)

Seasonal and Spatial Variations of Indoor Pollen in a Hospital
por: Tormo-Molina, Rafael, et al.
Publicado: (2009)

Simulation of bright-field microscopy images depicting pap-smear specimen
por: Malm, Patrik, et al.
Publicado: (2015)

Multispectral intravital microscopy for simultaneous bright-field and fluorescence imaging of the microvasculature
por: Janssen, Barry G. H., et al.
Publicado: (2021)

Multilevel Space-Time Aggregation for Bright Field Cell Microscopy Segmentation and Tracking
por: Inglis, Tiffany, et al.
Publicado: (2010)

Identification of individual cells from z-stacks of bright-field microscopy images
por: Lugagne, Jean-Baptiste, et al.
Publicado: (2018)

Quasi-spectral characterization of intracellular regions in bright-field light microscopy images
por: Lonhus, Kirill, et al.
Publicado: (2020)

Detection of Apical Dental Resorption Caused by Endodontic Infection in Mice Using Fluorescence and Bright-Field Microscopy
por: de Carvalho, Marcio Santos, et al.
Publicado: (2023)

Precise stellar surface gravities from the time scales of convectively driven brightness variations
por: Kallinger, Thomas, et al.
Publicado: (2016)

Tomato POLLEN DEFICIENT 2 encodes a G-type lectin receptor kinase required for viable pollen grain formation
por: Micol-Ponce, Rosa, et al.
Publicado: (2022)

Bright Field Microscopy as an Alternative to Whole Cell Fluorescence in Automated Analysis of Macrophage Images
por: Selinummi, Jyrki, et al.
Publicado: (2009)

Direct Imaging of Phase Objects Enables Conventional Deconvolution in Bright Field Light Microscopy
por: Hernández Candia, Carmen Noemí, et al.
Publicado: (2014)

Urinary Sediment Profile in Proliferative and Nonproliferative Glomerulonephritis by Bright-Field and Phase-Contrast Microscopy
por: Joshi, P., et al.
Publicado: (2019)

Pollen grain morphology is not exclusively responsible for pollen collectability in bumble bees
por: Konzmann, Sabine, et al.
Publicado: (2019)

Purification of Hollow Sporopollenin Microcapsules from Sunflower and Chamomile Pollen Grains
por: Ageitos, Jose Manuel, et al.
Publicado: (2021)

Simultaneous bright- and dark-field X-ray microscopy at X-ray free electron lasers
por: Dresselhaus-Marais, Leora E., et al.
Publicado: (2023)

Discrimination of grass pollen of different species by FTIR spectroscopy of individual pollen grains
por: Diehn, Sabrina, et al.
Publicado: (2020)

Pollen Grain Classification Based on Ensemble Transfer Learning on the Cretan Pollen Dataset
por: Tsiknakis, Nikos, et al.
Publicado: (2022)

A Review of the Effects of Major Atmospheric Pollutants on Pollen Grains, Pollen Content, and Allergenicity
por: Sénéchal, Hélène, et al.
Publicado: (2015)

An automatic method for robust and fast cell detection in bright field images from high-throughput microscopy
por: Buggenthin, Felix, et al.
Publicado: (2013)

A simple approach to spectrally resolved fluorescence and bright field microscopy over select regions of interest
por: Dahlberg, Peter D., et al.
Publicado: (2016)

Detection of live breast cancer cells in bright-field microscopy images containing white blood cells by image analysis and deep learning
por: Moallem, Golnaz, et al.
Publicado: (2022)

Microstructure of Croatian Wild Grapevine (Vitis vinifera subsp. sylvestris Gmel Hegi) Pollen Grains Revealed by Scanning Electron Microscopy
por: Lukšić, Katarina, et al.
Publicado: (2022)

Detection and Recognition of Pollen Grains in Multilabel Microscopic Images
por: Kubera, Elżbieta, et al.
Publicado: (2022)

Collective excitations of germinating pollen grains at critical points
por: Pietruszka, Mariusz A.
Publicado: (2023)

Cell Motility Dynamics: A Novel Segmentation Algorithm to Quantify Multi-Cellular Bright Field Microscopy Images
por: Zaritsky, Assaf, et al.
Publicado: (2011)

Three-dimensional bright-field microscopy with isotropic resolution based on multi-view acquisition and image fusion reconstruction
por: Calisesi, Gianmaria, et al.
Publicado: (2020)

Direct imaging of local atomic structures in zeolite using optimum bright-field scanning transmission electron microscopy
por: Ooe, Kousuke, et al.
Publicado: (2023)

Editorial: an emerging field with bright prospects
por: Corr, Philip, et al.
Publicado: (2023)

Identification of pollen taxa by different microscopy techniques
por: Pospiech, Matej, et al.
Publicado: (2021)

Nanographenes: Ultrastable, Switchable, and Bright Probes for Super‐Resolution Microscopy
por: Liu, Xiaomin, et al.
Publicado: (2019)

Cannot write session to /tmp/vufind_sessions/sess_kmv0pe85712rk88534r394951n