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Fernández Llorca, David

Automática / Universidad de Alcalá

Publications

Vehicle trajectory prediction on highways using bird eye view representations and deep learning

  • Izquierdo, R.
  • Quintanar, Á.
  • Llorca, D.F.
  • Daza, I.G.
  • Hernández, N.
  • Parra, I.
  • Sotelo, M.Á.
... View more Collapse

Applied Intelligence (p. 8370-8388) - 2023

Editor: Springer

10.1007/s10489-022-03961-y View at source

  • ISSN/ISBN 1573-7497

Trustworthy Artificial Intelligence Requirements in the Autonomous Driving Domain

  • Fernandez-Llorca, D.
  • Gomez, E.

Computer (p. 29-39) - 2023

Editor: IEEE Computer Society

10.1109/mc.2022.3212091 View at source

  • ISSN/ISBN 1558-0814

Liability Regimes in the Age of AI: a Use-Case Driven Analysis of the Burden of Proof

  • Llorca, D.F.
  • Charisi, V.
  • Hamon, R.
  • Sánchez, I.
  • Gómez, E.

Journal of Artificial Intelligence Research (p. 613-644) - 2023

Editor: AI Access Foundation

10.1613/jair.1.14565 View at source

  • ISSN/ISBN 1076-9757

Towards trustworthy multi-modal motion prediction: Holistic evaluation and interpretability of outputs

  • Carrasco Limeros, S.
  • Majchrowska, S.
  • Johnander, J.
  • Petersson, C.
  • Sotelo, M.Á.
  • Fernández Llorca, D.

CAAI Transactions on Intelligence Technology - 2023

Editor: John Wiley and Sons Inc

10.1049/cit2.12244 View at source

  • ISSN/ISBN 2468-2322

Video Action Recognition for Lane-Change Classification and Prediction of Surrounding Vehicles

  • Biparva, M.
  • Fernández-Llorca, D.
  • Gonzalo, R.I.
  • Tsotsos, J.K.

IEEE Transactions on Intelligent Vehicles (p. 569-578) - 2022

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/tiv.2022.3164507 View at source

  • ISSN/ISBN 2379-8858

Testing Predictive Automated Driving Systems: Lessons Learned and Future Recommendations

  • Gonzalo, R.I.
  • Maldonado, C.S.
  • Ruiz, J.A.
  • Alonso, I.P.
  • Llorca, D.F.
  • Sotelo, M.A.

IEEE Intelligent Transportation Systems Magazine (p. 77-93) - 2022

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/mits.2022.3170649 View at source

  • ISSN/ISBN 1941-1197

Sim-to-real transfer and reality gap modeling in model predictive control for autonomous driving

  • Daza, I.G.
  • Izquierdo, R.
  • Martínez, L.M.
  • Benderius, O.
  • Llorca, D.F.

Applied Intelligence - 2022

Editor: Springer

10.1007/s10489-022-04148-1 View at source

  • ISSN/ISBN 1573-7497

CAPformer: Pedestrian crossing action prediction using transformer

  • Lorenzo, J.
  • Alonso, I.P.
  • Izquierdo, R.
  • Ballardini, A.L.
  • Saz, Á.H.
  • Llorca, D.F.
  • Sotelo, M.Á.
... View more Collapse

Sensors - 2021

Editor: MDPI AG

10.3390/s21175694 View at source

  • ISSN/ISBN 1424-8220

Vehicle Lane Change Prediction on Highways Using Efficient Environment Representation and Deep Learning

  • Izquierdo, R.
  • Quintanar, A.
  • Lorenzo, J.
  • Garcia-Daza, I.
  • Parra, I.
  • Fernandez-Llorca, D.
  • Sotelo, M.A.
... View more Collapse

IEEE Access (p. 119454-119465) - 2021

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/access.2021.3106692 View at source

  • ISSN/ISBN 2169-3536

Personal Rapid Transport System Compatible with Current Railways and Metros Infrastructure

  • Diez-Jimenez, E.
  • Fernandez-Munoz, M.
  • Oliva-Dominguez, R.
  • Fernandez-Llorca, D.
  • Angel Sotelo, M.

IEEE Transactions on Intelligent Transportation Systems (p. 2891-2901) - 2021

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/tits.2020.2977387 View at source

  • ISSN/ISBN 1558-0016

This researcher has no books.

Capítulo XVII. Hacia un marco regulatorio holístico de la Inteligencia Artificial fiable en la Unión Europea:: una perspectiva científico-técnica

  • Emilia Gómez
  • Isabelle Claude Hupont Torres
  • Ignacio Sánchez
  • David Fernández Llorca

Inteligencia artificial y sector público :: retos, límites y medios (p. 727-742) - 2023

Editor: Tirant lo Blanch

  • ISSN/ISBN 978-84-1169-063-8

Experiencia del uso de modelos de competición en el aprendizaje práctico

  • David Fernández Llorca

La creación de espacios comunes de aprendizaje: experiencias de innovación (p. 113-121) - 2011

Editor: Editorial Universidad de Alcalá

  • ISSN/ISBN 978-84-8138-915-9

Visual odometry for accurate vehicle localization-an assistant for GPS based navigation

  • Parra, I.
  • Sotelo, M.Á.
  • Llorca, D.F.
  • Fenández, C.

17th ITS World Congress - 2010

Editor: Intelligent Transport Systems (ITS)

Real-time vision-based vehicle detection for rear-end collision mitigation systems

  • Balcones, D.
  • Llorca, D.F.
  • Sotelo, M.A.
  • Gavilán, M.
  • Álvarez S., null
  • Parra, I.
  • Ocaña, M.
... View more Collapse

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (p. 320-325) - 2009

10.1007/978-3-642-04772-5_42 View at source

  • ISSN/ISBN 0302-9743

Dense Stereo-Based ROI Generation for Pedestrian Detection

  • Keller, C.G.
  • Llorca, D.F.
  • Gavrila, D.M.

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (p. 81-90) - 2009

10.1007/978-3-642-03798-6_9 View at source

  • ISSN/ISBN 9783642037979

Night time vehicle detection for driving assistance lightbeam controller

  • Alcantarilla, P.F.
  • Bergasa, L.M.
  • Jiménez, P.
  • Sotelo, M.A.
  • Parra, I.
  • Fernández, D.
  • Mayoral, S.S.
... View more Collapse

IEEE Intelligent Vehicles Symposium, Proceedings (p. 291-296) - 2008

10.1109/ivs.2008.4621142 View at source

  • ISSN/ISBN 9781424425693

2D visual odometry method for global positioning measurement

  • García García, R.
  • Sotelo, M.A.
  • Parra, I.
  • Fernández, D.
  • Gavilán, M.

2007 IEEE International Symposium on Intelligent Signal Processing, WISP - 2007

10.1109/wisp.2007.4447545 View at source

  • ISSN/ISBN 9781424408306

Tracking using particle and Kalman filters in hand washing quality assessment system

  • Parra, I.
  • Fernández, D.
  • Sotelo, M.A.
  • Marrón, M.
  • Gavilán, M.
  • Lacey, G.

2007 IEEE International Symposium on Intelligent Signal Processing, WISP - 2007

10.1109/wisp.2007.4447493 View at source

  • ISSN/ISBN 9781424408306

3D visual odometry for GPS navigation assistance

  • García-García, R.G.
  • Sotelo, M.A.
  • Parra, I.
  • Fernández, D.
  • Gavilán, M.

IEEE Intelligent Vehicles Symposium, Proceedings (p. 444-449) - 2007

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/ivs.2007.4290155 View at source

  • ISSN/ISBN 9781424410682

3D candidate selection method for pedestrian detection on non-planar roads

  • Fernańdez, D.
  • Parra, I.
  • Sotelo, M.A.
  • Revenga, P.
  • SÁlvarez, null
  • Gavilán, M.

IEEE Intelligent Vehicles Symposium, Proceedings (p. 1162-1167) - 2007

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/ivs.2007.4290275 View at source

  • ISSN/ISBN 9781424410682

Ego-motion computing for vehicle velocity estimation

  • Sotelo, M.A.
  • Flores, R.
  • García, R.
  • Ocaña, M.
  • García, M.A.
  • Parra, I.
  • Fernández, D.
  • Gavilán, M.
  • Naranjo, J.E.
... View more Collapse

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (p. 1119-1125) - 2007

Editor: Springer Verlag

10.1007/978-3-540-75867-9_140 View at source

  • ISSN/ISBN 1611-3349

Vision-based blind spot detection using optical flow

  • Sotelo, M.A.
  • Barriga, J.
  • Fernández, D.
  • Parra, I.
  • Naranjo, J.E.
  • Marrón, M.
  • Alvarez, S.
  • Gavilán, M.
... View more Collapse

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (p. 1113-1118) - 2007

Editor: Springer Verlag

10.1007/978-3-540-75867-9_139 View at source

  • ISSN/ISBN 1611-3349

This researcher has no working papers.

This researcher has no technical reports.

This researcher has no research projects.

This researcher has no supervised thesis.

This researcher has no patents or software licenses.

Last data update: 4/24/24 1:12 PM