Ignacio Arganda-Carreras

72 papers B 1C 2Journal 45Unranked 24

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	A Fully Interpretable Statistical Approach for Roadside LiDAR Background Subtraction. ICVES Aitor Iglesias, Nerea Aranjuelo, Patricia Javierre, Ainhoa Menendez, Ignacio Arganda-Carreras, Marcos Nieto
2025	J	`jnl`	A Fully Interpretable Statistical Approach for Roadside LiDAR Background Subtraction. CoRR Aitor Iglesias, Nerea Aranjuelo, Patricia Javierre, Ainhoa Menendez, Ignacio Arganda-Carreras, Marcos Nieto
2025	J	`jnl`	Deep Learning for Accurate Vision-based Catch Composition in Tropical Tuna Purse Seiners. CoRR Xabier Lekunberri, Ahmad Kamal, Izaro Goienetxea, Jon Ruiz, Iñaki Quincoces, Jaime Valls Miró, Ignacio Arganda-Carreras, Jose A. Fernandes-Salvador
2025	J	`jnl`	Recognizing past shapes: sex differentiation through deep learning on European Upper Palaeolithic hand stencils. Digit. Appl. Archaeol. Cult. Heritage Verónica Fernández-Navarro, Aitor González-Marfil, Ignacio Arganda-Carreras, Diego Garate
2025	—	`conf`	Super-Resolution Benchmarking for 3D Image-to-Image Fusion Problem. ISBI Daniel Franco-Barranco, Aitor González-Marfil, Albert Cardona, Arrate Muñoz-Barrutia, Ignacio Arganda-Carreras
2024	J	`jnl`	A deep learning method that identifies cellular heterogeneity using nanoscale nuclear features. Nat. Mac. Intell. Davide Carnevali, Limei Zhong, Esther González-Almela, Carlotta Viana, Mikhail Rotkevich, Aiping Wang, Daniel Franco-Barranco, Aitor González-Marfil, Maria Victoria Neguembor, Alvaro Castells-Garcia, Ignacio Arganda-Carreras, Maria Pia Cosma
2024	—	`conf`	Analysis of Point Cloud Domain Gap Effects for 3D Object Detection Evaluation. VISIGRAPP (4): VISAPP Aitor Iglesias, Mikel García, Nerea Aranjuelo, Ignacio Arganda-Carreras, Marcos Nieto
2024	J	`jnl`	Automatic mapping of aquaculture activity in the Atlantic Ocean. Int. J. Appl. Earth Obs. Geoinformation Xabier Lekunberri, J. David Ballester-Berman, Ignacio Arganda-Carreras, Jose A. Fernandes-Salvador
2024	J	`jnl`	Learning Gaze-aware Compositional GAN from Limited Annotations. Proc. ACM Comput. Graph. Interact. Tech. Nerea Aranjuelo, Siyu Huang, Ignacio Arganda-Carreras, Luis Unzueta, Oihana Otaegui, Hanspeter Pfister, Donglai Wei
2024	J	`jnl`	Learning Gaze-aware Compositional GAN. CoRR Nerea Aranjuelo, Siyu Huang, Ignacio Arganda-Carreras, Luis Unzueta, Oihana Otaegui, Hanspeter Pfister, Donglai Wei
2024	—	`conf`	Multi-Level XAI-Driven MLOps Pipeline for the Adjustment of Fruit and Vegetable Classifiers. IS Francisco Javier Iriarte, Miguel E. Ortiz, Luis Unzueta, Javier Martínez, Javier Zaldivar, Ignacio Arganda-Carreras
2024	—	`conf`	Revolutionizing Skin Cancer Diagnosis: Unleashing AI Precision Through Deep Learning. SADASC (1) Mohamad Abou Ali, Fadi Dornaika, Ignacio Arganda-Carreras, Hussein Ali, Malak Karaouni
2024	—	`conf`	Self-supervised Vision Transformers for image-to-image labeling: a BiaPy solution to the LightMyCells Challenge. ISBI Daniel Franco-Barranco, Aitor González-Marfil, Ignacio Arganda-Carreras
2024	J	`jnl`	Towards Self-Conscious AI Using Deep ImageNet Models: Application for Blood Cell Classification. Mach. Learn. Knowl. Extr. Mohamad Abou Ali, Fadi Dornaika, Ignacio Arganda-Carreras
2024	J	`jnl`	Transformer-based fall detection in videos. Eng. Appl. Artif. Intell. Adrián Núñez-Marcos, Ignacio Arganda-Carreras
2023	J	`jnl`	3D Domain Adaptive Instance Segmentation via Cyclic Segmentation GANs. IEEE J. Biomed. Health Informatics Leander Lauenburg, Zudi Lin, Ruihan Zhang, Márcia dos Santos, Siyu Huang, Ignacio Arganda-Carreras, Edward S. Boyden, Hanspeter Pfister, Donglai Wei
2023	—	`conf`	BiaPy: a ready-to-use library for Bioimage Analysis Pipelines. ISBI Daniel Franco-Barranco, Jesús A. Andrés-San Román, Pedro Gómez-Gálvez, Luis M. Escudero, Arrate Muñoz-Barrutia, Ignacio Arganda-Carreras
2023	J	`jnl`	Blood Cell Revolution: Unveiling 11 Distinct Types with 'Naturalize' Augmentation. Algorithms Mohamad Abou Ali, Fadi Dornaika, Ignacio Arganda-Carreras
2023	J	`jnl`	Current Progress and Challenges in Large-Scale 3D Mitochondria Instance Segmentation. IEEE Trans. Medical Imaging Daniel Franco-Barranco, Zudi Lin, Won-Dong Jang, Xueying Wang, Qijia Shen, Wenjie Yin, Yutian Fan, Mingxing Li, Chang Chen, Zhiwei Xiong, Rui Xin, Hao Liu, Huai Chen, Zhili Li, Jie Zhao, Xuejin Chen, Constantin Pape, Ryan Conrad, Luke Nightingale, Joost de Folter, Martin L. Jones, Yanling Liu, Dorsa Ziaei, Stephan Huschauer, Ignacio Arganda-Carreras, Hanspeter Pfister, Donglai Wei
2023	—	`conf`	Modeling Wound Healing Using Vector Quantized Variational Autoencoders and Transformers. ISBI Lenka Backová, Guillermo Bengoetxea, Svana Rogalla, Daniel Franco-Barranco, Jérôme Solon, Ignacio Arganda-Carreras
2023	J	`jnl`	Optimizing Video Analytics Deployment for In-Flight Cabin Readiness Verification. IEEE Access Unai Elordi, Nerea Aranjuelo, Luis Unzueta, Jose Luis Apellaniz, Ignacio Arganda-Carreras
2023	J	`jnl`	White Blood Cell Classification: Convolutional Neural Network (CNN) and Vision Transformer (ViT) under Medical Microscope. Algorithms Mohamad Abou Ali, Fadi Dornaika, Ignacio Arganda-Carreras
2022	J	`jnl`	A Comparative Analysis of Human Behavior Prediction Approaches in Intelligent Environments. Sensors Aitor Almeida, Unai Bermejo, Aritz Bilbao, Gorka Azkune, Unai Aguilera, Mikel Emaldi, Fadi Dornaika, Ignacio Arganda-Carreras
2022	J	`jnl`	Deep learning based domain adaptation for mitochondria segmentation on EM volumes. Comput. Methods Programs Biomed. Daniel Franco-Barranco, Julio Pastor-Tronch, Aitor González-Marfil, Arrate Muñoz-Barrutia, Ignacio Arganda-Carreras
2022	J	`jnl`	Deep learning based domain adaptation for mitochondria segmentation on EM volumes. CoRR Daniel Franco-Barranco, Julio Pastor-Tronch, Aitor González-Marfil, Arrate Muñoz-Barrutia, Ignacio Arganda-Carreras
2022	J	`jnl`	Egocentric Vision-based Action Recognition: A survey. Neurocomputing Adrián Núñez-Marcos, Gorka Azkune, Ignacio Arganda-Carreras
2022	J	`jnl`	Identification and measurement of tropical tuna species in purse seiner catches using computer vision and deep learning. Ecol. Informatics Xabier Lekunberri, Jon Ruiz, Iñaki Quincoces, Fadi Dornaika, Ignacio Arganda-Carreras, Jose A. Fernandes
2022	J	`jnl`	Instance Segmentation of Unlabeled Modalities via Cyclic Segmentation GAN. CoRR Leander Lauenburg, Zudi Lin, Ruihan Zhang, Márcia dos Santos, Siyu Huang, Ignacio Arganda-Carreras, Edward S. Boyden, Hanspeter Pfister, Donglai Wei
2022	J	`jnl`	Stable Deep Neural Network Architectures for Mitochondria Segmentation on Electron Microscopy Volumes. Neuroinformatics Daniel Franco-Barranco, Arrate Muñoz-Barrutia, Ignacio Arganda-Carreras
2021	C	`conf`	Accurate 3D Object Detection from Point Cloud Data using Bird's Eye View Representations. IJCCI Nerea Aranjuelo, Guus Engels, David Montero, Marcos Nieto, Ignacio Arganda-Carreras, Luis Unzueta, Oihana Otaegui
2021	—	`conf`	AxonEM Dataset: 3D Axon Instance Segmentation of Brain Cortical Regions. MICCAI (1) Donglai Wei, Kisuk Lee, Hanyu Li, Ran Lu, J. Alexander Bae, Zequan Liu, Lifu Zhang, Márcia dos Santos, Zudi Lin, Thomas D. Uram, Xueying Wang, Ignacio Arganda-Carreras, Brian Matejek, Narayanan Kasthuri, Jeff Lichtman, Hanspeter Pfister
2021	J	`jnl`	AxonEM Dataset: 3D Axon Instance Segmentation of Brain Cortical Regions. CoRR Donglai Wei, Kisuk Lee, Hanyu Li, Ran Lu, J. Alexander Bae, Zequan Liu, Lifu Zhang, Márcia dos Santos, Zudi Lin, Thomas D. Uram, Xueying Wang, Ignacio Arganda-Carreras, Brian Matejek, Narayanan Kasthuri, Jeff Lichtman, Hanspeter Pfister
2021	J	`jnl`	Benchmarking Deep Neural Network Inference Performance on Serverless Environments With MLPerf. IEEE Softw. Unai Elordi, Luis Unzueta, Jon Goenetxea, Sergio Sanchez-Carballido, Ignacio Arganda-Carreras, Oihana Otaegui
2021	J	`jnl`	Deep Learning on Chest X-ray Images to Detect and Evaluate Pneumonia Cases at the Era of COVID-19. J. Medical Syst. Karim Hammoudi, Halim Benhabiles, Mahmoud Melkemi, Fadi Dornaika, Ignacio Arganda-Carreras, Dominique Collard, Arnaud Scherpereel
2021	J	`jnl`	Designing Automated Deployment Strategies of Face Recognition Solutions in Heterogeneous IoT Platforms. Inf. Unai Elordi, Chiara Lunerti, Luis Unzueta, Jon Goenetxea, Nerea Aranjuelo, Álvaro Bertelsen, Ignacio Arganda-Carreras
2021	J	`jnl`	Efficient and compact face descriptor for driver drowsiness detection. Expert Syst. Appl. Abdelmalik Moujahid, Fadi Dornaika, Ignacio Arganda-Carreras, Jorge Reta
2021	J	`jnl`	Inferring spatial relations from textual descriptions of images. CoRR Aitzol Elu, Gorka Azkune, Oier Lopez de Lacalle, Ignacio Arganda-Carreras, Aitor Soroa, Eneko Agirre
2021	J	`jnl`	Inferring spatial relations from textual descriptions of images. Pattern Recognit. Aitzol Elu, Gorka Azkune, Oier Lopez de Lacalle, Ignacio Arganda-Carreras, Aitor Soroa, Eneko Agirre
2021	—	`conf`	NucMM Dataset: 3D Neuronal Nuclei Instance Segmentation at Sub-Cubic Millimeter Scale. MICCAI (1) Zudi Lin, Donglai Wei, Mariela D. Petkova, Yuelong Wu, Zergham Ahmed, Krishna Swaroop K, Silin Zou, Nils Wendt, Jonathan Boulanger-Weill, Xueying Wang, Nagaraju Dhanyasi, Ignacio Arganda-Carreras, Florian Engert, Jeff Lichtman, Hanspeter Pfister
2021	J	`jnl`	NucMM Dataset: 3D Neuronal Nuclei Instance Segmentation at Sub-Cubic Millimeter Scale. CoRR Zudi Lin, Donglai Wei, Mariela D. Petkova, Yuelong Wu, Zergham Ahmed, Krishna Swaroop K, Silin Zou, Nils Wendt, Jonathan Boulanger-Weill, Xueying Wang, Nagaraju Dhanyasi, Ignacio Arganda-Carreras, Florian Engert, Jeff Lichtman, Hanspeter Pfister
2021	—	`conf`	On-demand Serverless Video Surveillance with Optimal Deployment of Deep Neural Networks. VISIGRAPP (4: VISAPP) Unai Elordi, Luis Unzueta, Jon Goenetxea, Estíbaliz Loyo, Ignacio Arganda-Carreras, Oihana Otaegui
2021	B	`conf`	Optimal deployment of face recognition solutions in a heterogeneous IoT platform for secure elderly care applications. KES Unai Elordi, Álvaro Bertelsen, Luis Unzueta, Nerea Aranjuelo, Jon Goenetxea, Ignacio Arganda-Carreras
2021	J	`jnl`	Stable deep neural network architectures for mitochondria segmentation on electron microscopy volumes. CoRR Daniel Franco-Barranco, Arrate Muñoz-Barrutia, Ignacio Arganda-Carreras
2020	J	`jnl`	3D Object Detection From LiDAR Data Using Distance Dependent Feature Extraction. CoRR Guus Engels, Nerea Aranjuelo, Ignacio Arganda-Carreras, Marcos Nieto, Oihana Otaegui
2020	C	`conf`	3D Object Detection from LiDAR Data using Distance Dependent Feature Extraction. VEHITS Guus Engels, Nerea Aranjuelo, Ignacio Arganda-Carreras, Marcos Nieto, Oihana Otaegui
2020	J	`jnl`	ANHIR: Automatic Non-Rigid Histological Image Registration Challenge. IEEE Trans. Medical Imaging Jirí Borovec, Jan Kybic, Ignacio Arganda-Carreras, Dmitry V. Sorokin, Gloria Bueno, Alexander V. Khvostikov, Spyridon Bakas, Eric I-Chao Chang, Stefan Heldmann, Kimmo Kartasalo, Leena Latonen, Johannes Lotz, Michelle Noga, Sarthak Pati, Kumaradevan Punithakumar, Pekka Ruusuvuori, Andrzej Skalski, Nazanin Tahmasebi, Masi Valkonen, Ludovic Venet, Yizhe Wang, Nick Weiss, Marek Wodzinski, Yu Xiang, Yan Xu, Yan Yan, Paul A. Yushkevich, Shengyu Zhao, Arrate Muñoz-Barrutia
2020	J	`jnl`	Automated segmentation of thick confocal microscopy 3D images for the measurement of white matter volumes in zebrafish brains. Math. Morphol. Theory Appl. Sylvain Lempereur, Arnim Jenett, Elodie Machado, Ignacio Arganda-Carreras, Matthieu Simion, Pierre Affaticati, Jean-Stéphane Joly, Hugues Talbot
2020	J	`jnl`	Deep Learning on Chest X-ray Images to Detect and Evaluate Pneumonia Cases at the Era of COVID-19. CoRR Karim Hammoudi, Halim Benhabiles, Mahmoud Melkemi, Fadi Dornaika, Ignacio Arganda-Carreras, Dominique Collard, Arnaud Scherpereel
2020	J	`jnl`	Image-based face beauty analysis via graph-based semi-supervised learning. Multim. Tools Appl. Fadi Dornaika, Anne Elorza, Kunwei Wang, Ignacio Arganda-Carreras
2020	—	`conf`	MRI to CTA Translation for Pulmonary Artery Evaluation Using CycleGANs Trained with Unpaired Data. TIA@MICCAI Maialen Stephens, Raúl San José Estépar, Jesús Ruiz-Cabello, Ignacio Arganda-Carreras, Iván Macía, Karen López-Linares
2020	—	`conf`	MitoEM Dataset: Large-Scale 3D Mitochondria Instance Segmentation from EM Images. MICCAI (5) Donglai Wei, Zudi Lin, Daniel Franco-Barranco, Nils Wendt, Xingyu Liu, Wenjie Yin, Xin Huang, Aarush Gupta, Won-Dong Jang, Xueying Wang, Ignacio Arganda-Carreras, Jeff W. Lichtman, Hanspeter Pfister
2020	—	`conf`	Robust 3D Object Detection from LiDAR Point Cloud Data with Spatial Information Aggregation. SOCO Nerea Aranjuelo, Guus Engels, Luis Unzueta, Ignacio Arganda-Carreras, Marcos Nieto, Oihana Otaegui
2020	J	`jnl`	Robust regression with deep CNNs for facial age estimation: An empirical study. Expert Syst. Appl. Fadi Dornaika, Salah Eddine Bekhouche, Ignacio Arganda-Carreras
2020	J	`jnl`	Toward graph-based semi-supervised face beauty prediction. Expert Syst. Appl. Fadi Dornaika, Kunwei Wang, Ignacio Arganda-Carreras, Anne Elorza, Abdelmalik Moujahid
2020	J	`jnl`	Transfer learning and feature fusion for kinship verification. Neural Comput. Appl. Fadi Dornaika, Ignacio Arganda-Carreras, Oscar Serradilla
2020	—	`conf`	Using External Knowledge to Improve Zero-Shot Action Recognition in Egocentric Videos. ICIAR (1) Adrián Núñez-Marcos, Gorka Azkune, Eneko Agirre, Diego López-de-Ipiña, Ignacio Arganda-Carreras
2019	J	`jnl`	Age estimation in facial images through transfer learning. Mach. Vis. Appl. Fadi Dornaika, Ignacio Arganda-Carreras, C. Belver
2019	—	`conf`	Deep Learning based Detection of Hair Loss Levels from Facial Images. IPTA Halim Benhabiles, Karim Hammoudi, Ziheng Yang, Féryal Windal, Mahmoud Melkemi, Fadi Dornaika, Ignacio Arganda-Carreras
2019	J	`jnl`	Nonlinear, flexible, semisupervised learning scheme for face beauty scoring. J. Electronic Imaging Fadi Dornaika, Anne Elorza, Kunwei Wang, Ignacio Arganda-Carreras
2018	J	`jnl`	A Statistically Representative Atlas for Mapping Neuronal Circuits in the Drosophila Adult Brain. Frontiers Neuroinformatics Ignacio Arganda-Carreras, Tudor Manoliu, Nicolas Mazuras, Florian Schulze, Juan Eugenio Iglesias, Katja Bühler, Arnim Jenett, François Rouyer, Philippe Andrey
2018	—	`conf`	Driver Drowsiness Detection in Facial Images. IPTA Fadi Dornaika, Jorge Reta, Ignacio Arganda-Carreras, Abdelmalik Moujahid
2018	—	`conf`	How Can Deep Neural Networks Be Generated Efficiently for Devices with Limited Resources? AMDO Unai Elordi, Luis Unzueta, Ignacio Arganda-Carreras, Oihana Otaegui
2018	—	`conf`	Image-Based Driver Drowsiness Detection. FFER/DLPR@ICPR Fadi Dornaika, Fawzi Khattar, Jorge Reta, Ignacio Arganda-Carreras, M. Hernandez, Yassine Ruichek
2018	—	`conf`	Multimodal Deep Learning for Advanced Driving Systems. AMDO Nerea Aranjuelo, Luis Unzueta, Ignacio Arganda-Carreras, Oihana Otaegui
2017	—	`conf`	Evaluating Age Estimation Using Deep Convolutional Neural Nets. Computational Imaging C. Belver, Ignacio Arganda-Carreras, Fadi Dornaika
2017	—	`conf`	Group-wise 3D registration based templates to study the evolution of ant worker neuroanatomy. ISBI Ignacio Arganda-Carreras, D. G. Gordon, S. Arganda, M. Beaudoin, J. F. A. Traniello
2017	J	`jnl`	Trainable Weka Segmentation: a machine learning tool for microscopy pixel classification. Bioinform. Ignacio Arganda-Carreras, Verena Kaynig, Curtis Rueden, Kevin W. Eliceiri, Johannes E. Schindelin, Albert Cardona, H. Sebastian Seung
2017	J	`jnl`	Vision-Based Fall Detection with Convolutional Neural Networks. Wirel. Commun. Mob. Comput. Adrián Núñez-Marcos, Gorka Azkune, Ignacio Arganda-Carreras
2016	—	`conf`	Comparative Study of Human Age Estimation Based on Hand-Crafted and Deep Face Features. VAAM/FFER@ICPR C. Belver, Ignacio Arganda-Carreras, Fadi Dornaika
2016	J	`jnl`	MorphoLibJ: integrated library and plugins for mathematical morphology with ImageJ. Bioinform. David Legland, Ignacio Arganda-Carreras, Philippe Andrey
2014	J	`jnl`	A generic classification-based method for segmentation of nuclei in 3D images of early embryos. BMC Bioinform. Jaza Gul-Mohammed, Ignacio Arganda-Carreras, Philippe Andrey, Vincent Galy, Thomas Boudier
2006	—	`conf`	Consistent and Elastic Registration of Histological Sections Using Vector-Spline Regularization. CVAMIA Ignacio Arganda-Carreras, Carlos Oscar Sánchez Sorzano, Roberto Marabini, José María Carazo, Carlos Ortiz-de-Solorzano, Jan Kybic