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Jesus Pineda
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Quantitative digital microscopy with deep learning
B Midtvedt, S Helgadottir, A Argun, J Pineda, D Midtvedt, G Volpe
Applied Physics Reviews 8 (1), 011310, 2021
922021
Extracting quantitative biological information from bright-field cell images using deep learning
S Helgadottir, B Midtvedt, J Pineda, A Sabirsh, C B. Adiels, S Romeo, ...
Biophysics Reviews 2 (3), 031401, 2021
322021
Single-shot self-supervised object detection in microscopy
B Midtvedt, J Pineda, F Skärberg, E Olsén, H Bachimanchi, E Wesén, ...
Nature Communications 13 (1), 1-13, 2022
232022
Geometric deep learning reveals the spatiotemporal features of microscopic motion
J Pineda, B Midtvedt, H Bachimanchi, S Noé, D Midtvedt, G Volpe, ...
Nature Machine Intelligence, 1-12, 2023
202023
Active droploids
J Grauer, F Schmidt, J Pineda, B Midtvedt, H Löwen, G Volpe, B Liebchen
Nature Communications 12 (1), 1-8, 2021
192021
SPUD: simultaneous phase unwrapping and denoising algorithm for phase imaging
J Pineda, J Bacca, J Meza, LA Romero, H Arguello, AG Marrugo
Applied Optics 59 (13), D81-D88, 2020
192020
Camera-projector calibration methods with compensation of geometric distortions in fringe projection profilometry: a comparative study
R Vargas, AG Marrugo, J Pineda, J Meneses, LA Romero
Sociedad Espanola de Optica, 2018
182018
Automated corneal endothelium image segmentation in the presence of cornea guttata via convolutional neural networks
JS Sierra, J Pineda, E Viteri, D Rueda, B Tibaduiza, RD Berrospi, A Tello, ...
Applications of Machine Learning 2020 11511, 115110H, 2020
112020
Generating density maps for convolutional neural network-based cell counting in specular microscopy images
JS Sierra, J Pineda, E Viteri, A Tello, MS Millán, V Galvis, LA Romero, ...
Journal of Physics: Conference Series 1547 (1), 012019, 2020
112020
Robust automated reading of the skin prick test via 3D imaging and parametric surface fitting
J Pineda, R Vargas, LA Romero, J Marrugo, J Meneses, AG Marrugo
PloS one 14 (10), e0223623, 2019
112019
Roadmap on Deep Learning for Microscopy
G Volpe, C Wählby, L Tian, M Hecht, A Yakimovich, K Monakhova, ...
ArXiv, 2023
102023
Geometric deep learning reveals the spatiotemporal fingerprint of microscopic motion
J Pineda, B Midtvedt, H Bachimanchi, S Noé, D Midtvedt, G Volpe, ...
arXiv preprint arXiv:2202.06355, 2022
102022
Fourier transform profilometry in labview
AG Marrugo, J Pineda, LA Romero, R Vargas, J Meneses
Digital Systems, 2018
92018
Quantitative digital microscopy with deep learning
B Midtvedt, S Helgadottir, A Argun, J Pineda, D Midtvedt, G Volpe
arXiv preprint arXiv:2010.08260, 2020
82020
Deeptrack 2.0
B Midtvedt, S Helgadottir, A Argun, J Pineda, D Midtvedt, G Volpe
82020
Fringe quality map for fringe projection profilometry in LabVIEW
J Pineda, R Vargas, LA Romero, J Meneses, AG Marrugo
Sociedad Espanola de Optica, 2018
62018
Single-shot self-supervised particle tracking
B Midtvedt, J Pineda, F Skärberg, E Olsén, H Bachimanchi, E Wesén, ...
arXiv preprint arXiv:2202.13546, 2022
42022
Toward an automatic 3D measurement of skin wheals from skin prick tests
AG Marrugo, LA Romero, J Pineda, R Vargas, H Altamar-Mercado, ...
Dimensional Optical Metrology and Inspection for Practical Applications VIII …, 2019
42019
Background intensity removal in structured light three-dimensional reconstruction
R Vargas, J Pineda, AG Marrugo, LA Romero
2016 XXI Symposium on Signal Processing, Images and Artificial Vision …, 2016
42016
Toward the generation of reproducible synthetic surface data in optical metrology
J Pineda, H Altamar-Mercado, LA Romero, AG Marrugo
Dimensional Optical Metrology and Inspection for Practical Applications IX …, 2020
32020
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Articles 1–20