Ignacio Arganda-Carreras

According to our database1, Ignacio Arganda-Carreras authored at least 44 papers between 2006 and 2022.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Online presence:

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Bibliography

2022
A Comparative Analysis of Human Behavior Prediction Approaches in Intelligent Environments.
Sensors, 2022

Egocentric Vision-based Action Recognition: A survey.
Neurocomputing, 2022

Identification and measurement of tropical tuna species in purse seiner catches using computer vision and deep learning.
Ecol. Informatics, 2022

Instance Segmentation of Unlabeled Modalities via Cyclic Segmentation GAN.
CoRR, 2022

Deep learning based domain adaptation for mitochondria segmentation on EM volumes.
Comput. Methods Programs Biomed., 2022

2021
Benchmarking Deep Neural Network Inference Performance on Serverless Environments With MLPerf.
IEEE Softw., 2021

Inferring spatial relations from textual descriptions of images.
Pattern Recognit., 2021

Deep Learning on Chest X-ray Images to Detect and Evaluate Pneumonia Cases at the Era of COVID-19.
J. Medical Syst., 2021

Designing Automated Deployment Strategies of Face Recognition Solutions in Heterogeneous IoT Platforms.
Inf., 2021

Efficient and compact face descriptor for driver drowsiness detection.
Expert Syst. Appl., 2021

Stable deep neural network architectures for mitochondria segmentation on electron microscopy volumes.
CoRR, 2021

On-demand Serverless Video Surveillance with Optimal Deployment of Deep Neural Networks.
Proceedings of the 16th International Joint Conference on Computer Vision, 2021

AxonEM Dataset: 3D Axon Instance Segmentation of Brain Cortical Regions.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

NucMM Dataset: 3D Neuronal Nuclei Instance Segmentation at Sub-Cubic Millimeter Scale.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Optimal deployment of face recognition solutions in a heterogeneous IoT platform for secure elderly care applications.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 25th International Conference KES-2021, 2021

Accurate 3D Object Detection from Point Cloud Data using Bird's Eye View Representations.
Proceedings of the 13th International Joint Conference on Computational Intelligence, 2021

2020
ANHIR: Automatic Non-Rigid Histological Image Registration Challenge.
IEEE Trans. Medical Imaging, 2020

Transfer learning and feature fusion for kinship verification.
Neural Comput. Appl., 2020

Image-based face beauty analysis via graph-based semi-supervised learning.
Multim. Tools Appl., 2020

Automated segmentation of thick confocal microscopy 3D images for the measurement of white matter volumes in zebrafish brains.
Math. Morphol. Theory Appl., 2020

Toward graph-based semi-supervised face beauty prediction.
Expert Syst. Appl., 2020

Robust regression with deep CNNs for facial age estimation: An empirical study.
Expert Syst. Appl., 2020

3D Object Detection from LiDAR Data using Distance Dependent Feature Extraction.
Proceedings of the 6th International Conference on Vehicle Technology and Intelligent Transport Systems, 2020

Robust 3D Object Detection from LiDAR Point Cloud Data with Spatial Information Aggregation.
Proceedings of the 15th International Conference on Soft Computing Models in Industrial and Environmental Applications, 2020

MitoEM Dataset: Large-Scale 3D Mitochondria Instance Segmentation from EM Images.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

MRI to CTA Translation for Pulmonary Artery Evaluation Using CycleGANs Trained with Unpaired Data.
Proceedings of the Thoracic Image Analysis - Second International Workshop, 2020

Using External Knowledge to Improve Zero-Shot Action Recognition in Egocentric Videos.
Proceedings of the Image Analysis and Recognition - 17th International Conference, 2020

2019
Age estimation in facial images through transfer learning.
Mach. Vis. Appl., 2019

Nonlinear, flexible, semisupervised learning scheme for face beauty scoring.
J. Electronic Imaging, 2019

Deep Learning based Detection of Hair Loss Levels from Facial Images.
Proceedings of the Ninth International Conference on Image Processing Theory, 2019

2018
A Statistically Representative Atlas for Mapping Neuronal Circuits in the Drosophila Adult Brain.
Frontiers Neuroinformatics, 2018

Driver Drowsiness Detection in Facial Images.
Proceedings of the Eighth International Conference on Image Processing Theory, 2018

Image-Based Driver Drowsiness Detection.
Proceedings of the Video Analytics. Face and Facial Expression Recognition, 2018

How Can Deep Neural Networks Be Generated Efficiently for Devices with Limited Resources?
Proceedings of the Articulated Motion and Deformable Objects, 2018

Multimodal Deep Learning for Advanced Driving Systems.
Proceedings of the Articulated Motion and Deformable Objects, 2018

2017
Vision-Based Fall Detection with Convolutional Neural Networks.
Wirel. Commun. Mob. Comput., 2017

Trainable Weka Segmentation: a machine learning tool for microscopy pixel classification.
Bioinform., 2017

Group-wise 3D registration based templates to study the evolution of ant worker neuroanatomy.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

Evaluating Age Estimation Using Deep Convolutional Neural Nets.
Proceedings of the Computational Imaging XV, Burlingame, 2017

2016
MorphoLibJ: integrated library and plugins for mathematical morphology with ImageJ.
Bioinform., 2016

Comparative Study of Human Age Estimation Based on Hand-Crafted and Deep Face Features.
Proceedings of the Video Analytics. Face and Facial Expression Recognition and Audience Measurement, 2016

2015
<i>NucleusJ</i>: an ImageJ plugin for quantifying 3D images of interphase nuclei.
Bioinform., 2015

2014
A generic classification-based method for segmentation of nuclei in 3D images of early embryos.
BMC Bioinform., 2014

2006
Consistent and Elastic Registration of Histological Sections Using Vector-Spline Regularization.
Proceedings of the Computer Vision Approaches to Medical Image Analysis, 2006


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