Real-time 3D Modeling of Vehicles in Low-cost Monocamera Systems. - Marcos Nieto; Luis Unzueta; Andoni Cortés; Javier Barandiarán; Oihana Otaegui; Pedro J. Sánchez (VISAPP, 2011)

Vehicle tracking and classification in challenging scenarios via slice sampling. - Marcos Nieto; Luis Unzueta; Javier Barandiarán; Andoni Cortés; Oihana Otaegui; Pedro J. Sánchez (EURASIP J. Adv. Signal Process., 2011)

Single Camera Railways Track Profile Inspection Using an Slice Sampling-Based Particle Filter. - Marcos Nieto; Andoni Cortés; Javier Barandiarán; Oihana Otaegui; Iñigo Etxabe (VISIGRAPP (Selected Papers), 2012)

MCMC Particle Filter with Overrelaxated Slice Sampling for Accurate Rail Inspection. - Marcos Nieto; Andoni Cortés; Oihana Otaegui; Iñigo Etxabe (VISAPP (2), 2012)

Adaptive Multicue Background Subtraction for Robust Vehicle Counting and Classification. - Luis Unzueta; Marcos Nieto; Andoni Cortés; Javier Barandiarán; Oihana Otaegui; Pedro J. Sánchez (IEEE Trans. Intell. Transp. Syst., 2012)

ARGUS Autonomous Navigation System for People with Visual Impairments. - Eduardo Carrasco; Estíbaliz Loyo; Oihana Otaegui; Claudia Fösleitner; Markus Dubielzig; Rafael Olmedo; Wolfgang Wasserburger; John Spiller (ICCHP (2), 2014)

Embedded Platforms for Computer Vision-based Advanced Driver Assistance Systems: a Survey. - Gorka Vélez; Oihana Otaegui (CoRR, 2015)

A temporally consistent grid-based visual odometry framework for multi-core architectures. - Leonardo De-Maeztu; Unai Elordi; Marcos Nieto; Javier Barandiarán; Oihana Otaegui (J. Real Time Image Process., 2015)

A reconfigurable embedded vision system for advanced driver assistance. - Gorka Vélez; Ainhoa Cortés; Marcos Nieto; Igone Vélez; Oihana Otaegui (J. Real Time Image Process., 2015)

Machine Learning for Autonomic Network Management in a Connected Cars Scenario. - Gorka Vélez; Marco Quartulli; Ángel Martín; Oihana Otaegui; Haytham Assem (Nets4Cars/Nets4Trains/Nets4Aircraft, 2016)

Real-time lane tracking using Rao-Blackwellized particle filter. - Marcos Nieto; Andoni Cortés; Oihana Otaegui; Jon Arróspide Laborda; Luis Salgado (J. Real Time Image Process., 2016)

Multimodal Deep Learning for Advanced Driving Systems. - Nerea Aranjuelo; Luis Unzueta; Ignacio Arganda-Carreras; Oihana Otaegui (AMDO, 2018)

How Can Deep Neural Networks Be Generated Efficiently for Devices with Limited Resources? - Unai Elordi; Luis Unzueta; Ignacio Arganda-Carreras; Oihana Otaegui (AMDO, 2018)

Fast Multi-Lane Detection and Modeling for Embedded Platforms. - Marcos Nieto; Lorena Garcia; Orti Senderos; Oihana Otaegui (EUSIPCO, 2018)

Web-based Video-Assisted Point Cloud Annotation for ADAS validation. - Andoni Mujika; Ana Dominguez Fanlo; Iñigo Tamayo; Orti Senderos; Javier Barandiarán; Nerea Aranjuelo; Marcos Nieto; Oihana Otaegui (Web3D, 2019)

Short-Term Vehicle Traffic Prediction for Terahertz Line-of-Sight Estimation and Optimization in Small Cells. - Harbil Arregui; Andoni Mujika; Estíbaliz Loyo; Gorka Vélez; Michael Taynnan Barros; Oihana Otaegui (IEEE Access, 2019)

DMD: A Large-Scale Multi-modal Driver Monitoring Dataset for Attention and Alertness Analysis. - Juan Diego Ortega; Neslihan Kose; Paola Cañas; Min-An Chao; Alexander Unnervik; Marcos Nieto; Oihana Otaegui; Luis Salgado (ECCV Workshops (4), 2020)

Data-Driven Representation Model of Urban Movement Space. - Harbil Arregui; Oihana Otaegui; Olatz Arbelaitz (ICGDA, 2020)

Building a Camera-based Smart Sensing System for Digitalized On-demand Aircraft Cabin Readiness Verification. - Luis Unzueta; Sandra Garcia; Jorge García 002; Valentin Corbin; Nerea Aranjuelo; Unai Elordi; Oihana Otaegui; Maxime Danielli (ROBOVIS, 2020)

Robust 3D Object Detection from LiDAR Point Cloud Data with Spatial Information Aggregation. - Nerea Aranjuelo; Guus Engels; Luis Unzueta; Ignacio Arganda-Carreras; Marcos Nieto; Oihana Otaegui (SOCO, 2020)

3D Object Detection from LiDAR Data using Distance Dependent Feature Extraction. - Guus Engels; Nerea Aranjuelo; Ignacio Arganda-Carreras; Marcos Nieto; Oihana Otaegui (VEHITS, 2020)

User-adaptive Eyelid Aperture Estimation for Blink Detection in Driver Monitoring Systems. - Juan Diego Ortega; Marcos Nieto; Luis Salgado; Oihana Otaegui (VEHITS, 2020)

Vision-Enhanced Low-Cost Localization in Crowdsourced Maps. - Benedict Flade; Axel Koppert; Gorka Vélez; Anweshan Das; David Bétaille; Gijs Dubbelman; Oihana Otaegui; Julian Eggert (IEEE Intell. Transp. Syst. Mag., 2020)

Efficient deformable 3D face model tracking with limited hardware resources. - Jon Goenetxea; Luis Unzueta; Fadi Dornaika; Oihana Otaegui (Multim. Tools Appl., 2020)

Learning Sequential Visual Appearance Transformation for Online Multi-Object Tracking. - Itziar Sagastiberri; Noud van de Gevel; Jorge García 002; Oihana Otaegui (AVSS, 2021)

Video Analytics Architecture with Metadata Event-Engine for Urban Safe Cities. - David Eneko Ruiz de Gauna; Eider Irigoyen; Iñaki Cejudo; Harbil Arregui; Peter Leskovský; Oihana Otaegui (ICCTA, 2021)

Accurate 3D Object Detection from Point Cloud Data using Bird's Eye View Representations. - Nerea Aranjuelo; Guus Engels; David Montero 002; Marcos Nieto; Ignacio Arganda-Carreras; Luis Unzueta; Oihana Otaegui (IJCCI, 2021)

Building Synthetic Simulated Environments for Configuring and Training Multi-camera Systems for Surveillance Applications. - Nerea Aranjuelo; Jorge García 002; Luis Unzueta; Sara García; Unai Elordi; Oihana Otaegui (VISIGRAPP (5: VISAPP), 2021)

Detection of Distraction-related Actions on DMD: An Image and a Video-based Approach Comparison. - Paola Cañas; Juan Diego Ortega; Marcos Nieto; Oihana Otaegui (VISIGRAPP (5: VISAPP), 2021)

On-demand Serverless Video Surveillance with Optimal Deployment of Deep Neural Networks. - Unai Elordi; Luis Unzueta; Jon Goenetxea; Estíbaliz Loyo; Ignacio Arganda-Carreras; Oihana Otaegui (VISIGRAPP (4: VISAPP), 2021)

Efficient Multi-task based Facial Landmark and Gesture Detection in Monocular Images. - Jon Goenetxea; Luis Unzueta; Unai Elordi; Oihana Otaegui; Fadi Dornaika (VISIGRAPP (5: VISAPP), 2021)

Multi-Stage Dynamic Batching and On-Demand I-Vector Clustering for Cost-effective Video Surveillance. - David Montero 002; Luis Unzueta; Jon Goenetxea; Nerea Aranjuelo; Estíbaliz Loyo; Oihana Otaegui; Marcos Nieto (VISIGRAPP (5: VISAPP), 2021)

Key strategies for synthetic data generation for training intelligent systems based on people detection from omnidirectional cameras. - Nerea Aranjuelo; Sara García; Estíbaliz Loyo; Luis Unzueta; Oihana Otaegui (Comput. Electr. Eng., 2021)

Benchmarking Deep Neural Network Inference Performance on Serverless Environments With MLPerf. - Unai Elordi; Luis Unzueta; Jon Goenetxea; Sergio Sanchez-Carballido; Ignacio Arganda-Carreras; Oihana Otaegui (IEEE Softw., 2021)

PolygloNet: Multilingual Approach for Scene Text Recognition Without Language Constraints. - Àlex Solé Gómez; Jorge García Castaño; Peter Leskovský; Oihana Otaegui Madurga (ICIAP (2), 2022)

BUAS: A Knowledge-based Representation of the Border Surveillance Domain. - Ioannis Kontopodis; Francisco Javier Iriarte; Peter Leskovský; Jorge García 002; Oihana Otaegui (IST, 2022)

I-PRIDe: Video-based Person Re-Identification. - Jingwen Yang; Peter Leskovský; Andoni Cortés; Jorge García 002; Oihana Otaegui (IST, 2022)

5G Features and Standards for Vehicle Data Exploitation. - Gorka Vélez; Edoardo Bonetto; Daniele Brevi; Ángel Martín; Gianluca Rizzi; Oscar Castañeda; Arslane Hamza Cherif; Marcos Nieto; Oihana Otaegui (CoRR, 2022)

RTMaps-based Local Dynamic Map for multi-ADAS data fusion. - Marcos Nieto; Mikel García; Itziar Urbieta; Oihana Otaegui (CoRR, 2022)

Virtual passengers for real car solutions: synthetic datasets. - Paola Natalia Cañas; Juan Diego Ortega; Marcos Nieto; Oihana Otaegui (CoRR, 2022)

Monetisation of and Access to in-Vehicle data and resources: the 5GMETA approach. - Djibrilla Amadou Kountché; Fatma Raissi; Mandimby N. Ranaivo Rakotondravelona; Edoardo Bonetto; Daniele Brevi; Ángel Martín; Oihana Otaegui; Gorka Vélez (CoRR, 2022)

Challenges of Large-Scale Multi-Camera Datasets for Driver Monitoring Systems. - Juan Diego Ortega; Paola Cañas; Marcos Nieto; Oihana Otaegui; Luis Salgado (Sensors, 2022)

Automated Annotation of Lane Markings Using LIDAR and Odometry. - Javier Barandiarán; Marcos Nieto Doncel; Andoni Cortés Vidal; Oihana Otaegui Madurga; Julián Flórez Esnal; Manuel Graña Romay (IEEE Trans. Intell. Transp. Syst., 2022)

Leveraging Synthetic Data for DNN-Based Visual Analysis of Passenger Seats. - Nerea Aranjuelo; Jose Luis Apellaniz; Luis Unzueta; Jorge García 002; Sara García; Unai Elordi; Oihana Otaegui (SN Comput. Sci., 2023)

Learning Gaze-aware Compositional GAN. - Nerea Aranjuelo; Siyu Huang; Ignacio Arganda-Carreras; Luis Unzueta; Oihana Otaegui; Hanspeter Pfister; Donglai Wei 001 (CoRR, 2024)

Learning Gaze-aware Compositional GAN from Limited Annotations. - Nerea Aranjuelo; Siyu Huang; Ignacio Arganda-Carreras; Luis Unzueta; Oihana Otaegui; Hanspeter Pfister; Donglai Wei 001 (Proc. ACM Comput. Graph. Interact. Tech., 2024)

Exploration of VLMs for Driver Monitoring Systems Applications. - Paola Natalia Cañas; Marcos Nieto; Oihana Otaegui; Igor Rodríguez (CoRR, 2025)