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Author profile at the institutional portal

Baumela Molina, Luis luis.baumela@upm.es

INTELIGENCIA ARTIFICIAL / Universidad Politécnica de Madrid

Publications

On the representation and methodology for wide and short range head pose estimation

  • Cobo, A
  • Valle, R
  • Buenaposada, JM
  • Baumela, L

Pattern Recognition - 1/5/2024

10.1016/j.patcog.2024.110263 View at source

  • ISSN 00313203

A Digital Twin for Smart Manufacturing of Structural Composites by Liquid Moulding

  • Fernández-León, J
  • Keramati, K
  • Baumela, L
  • González, C

International Journal Of Advanced Manufacturing Technology (p. 4679-4697) - 18/1/2024

https://doi.org/10.1007/s00170-023-12637-x View at source

  • ISSN 14333015

A deep encoder-decoder for surrogate modelling of liquid moulding of composites

  • KERAMATI, KEAYVAN

Engineering Applications Of Artificial Intelligence - 1/4/2023

10.1016/j.engappai.2023.105945 View at source

  • ISSN 09521976

ELSED: Enhanced line SEgment drawing

  • Suárez I
  • Buenaposada JM
  • Baumela L

Pattern Recognition - 1/1/2022

10.1016/j.patcog.2022.108619 View at source

  • ISSN 00313203

A Machine Learning Strategy for Race-Tracking Detection During Manufacturing of Composites by Liquid Moulding

  • Fernandez-Leon, Joaquin
  • Keramati, Keayvan
  • Garoz, David
  • Baumela, Luis
  • Miguel, Carlos
  • Gonzalez, Carlos;

Integrating Materials And Manufacturing Innovation (p. 296-311) - 1/1/2022

10.1007/s40192-022-00263-6 View at source

  • ISSN 21939764

Improving multi-class Boosting-based object detection

  • Buenaposada JM
  • Baumela L

Integrated Computer-Aided Engineering (p. 81-96) - 1/1/2021

10.3233/ica-200636 View at source

  • ISSN 10692509

Multi-Task Head Pose Estimation in-the-Wild

  • Valle, Roberto
  • Buenaposada, Jose M.
  • Baumela, Luis;

Ieee Transactions On Pattern Analysis And Machine Intelligence (p. 2874-2881) - 1/1/2021

10.1109/tpami.2020.3046323 View at source

  • ISSN 01628828

Revisiting Binary Local Image Description for Resource Limited Devices

  • Suarez, Iago
  • Buenaposada, Jose M.
  • Baumela, Luis;

Ieee Robotics And Automation Letters (p. 8317-8324) - 1/1/2021

10.1109/lra.2021.3107024 View at source

  • ISSN 23773766

Cascade of encoder-decoder CNNs with learned coordinates regressor for robust facial landmarks detection

  • Valle R
  • Buenaposada J
  • Baumela L

Pattern Recognition Letters (p. 326-332) - 1/8/2020

10.1016/j.patrec.2019.10.012 View at source

  • ISSN 01678655

BEBLID: Boosted efficient binary local image descriptor

  • Suárez I
  • Sfeir G
  • Buenaposada JM
  • Baumela L

Pattern Recognition Letters (p. 366-372) - 1/5/2020

10.1016/j.patrec.2020.04.005 View at source

  • ISSN 01678655

This researcher has no books.

This researcher has no book chapters.

Efficiency Evaluation of Mobile Vision Transformers

  • Castrillo J
  • Valle R
  • Baumela L

Lecture Notes In Networks And Systems (p. 3-11) - 1/1/2024

10.1007/978-3-031-54256-5_1 View at source

  • ISSN 23673370

THE COMPARISON OF DIFFERENT MACHINE LEARNING METHODS TO PREDICT THE TYPE OF FLUID FLOW FRONT SHAPE IN THE COMPOSITE MANUFACTURING PROCESS IN THE PRESENCE OF RACE-TRACKING WITH DIFFERENT PROPERTIES

  • Keramati K
  • Fernández-León J
  • Mocerino D
  • Baumela L
  • Giraldo CM
  • González C

Eccm 2022 - Proceedings Of The 20th European Conference On Composite Materials: Composites Meet Sustainability (p. 1021-1028) - 1/1/2022

  • iMarina

A DEEP ENCODER-DECODER NEURAL NETWORK FOR SURROGATE MODELLING OF LIQUID MOULDING OF COMPOSITES

  • Fernandez-Leon J
  • Keramati K
  • Baumela L
  • Gonzalez C

Eccm 2022 - Proceedings Of The 20th European Conference On Composite Materials: Composites Meet Sustainability (p. 792-798) - 1/1/2022

  • iMarina

Shape Preserving Facial Landmarks with Graph Attention Networks

  • Prados-Torreblanca A
  • Buenaposada JM
  • Baumela L

Bmvc 2022 - 33rd British Machine Vision Conference Proceedings - 1/1/2022

  • iMarina

BELID: Boosted Efficient Local Image Descriptor

  • Suárez I
  • Sfeir G
  • Buenaposada J
  • Baumela L

Lecture Notes In Computer Science (p. 449-460) - 1/1/2020

10.1007/978-3-030-31332-6_39 View at source

  • ISSN 03029743

Boosting Object Detection in Cyberphysical Systems

  • Buenaposada J
  • Baumela L

Lecture Notes In Computer Science (p. 309-318) - 1/1/2019

10.1007/978-3-030-19591-5_32 View at source

  • ISSN 03029743

Facial landmarks detection using a cascade of recombinator networks

  • BUENAPOSADA BIENCIT, JOSÉ MIGUEL
  • VALLE FERNáNDEZ, ROBERTO
  • BAUMELA MOLINA, LUIS

Lecture Notes In Computer Science (p. 575-583) - 1/1/2019

10.1007/978-3-030-13469-3_67 View at source

  • ISSN 03029743

FSG: A statistical approach to line detection via fast segments grouping

  • Suarez, Iago
  • Munoz, Enrique
  • Buenaposada, Jose M.
  • Baumela, Luis;

2011 Ieee/Rsj International Conference On Intelligent Robots And Systems (p. 97-102) - 27/12/2018

10.1109/iros.2018.8594434 View at source

  • ISSN 21530858

A Deeply-initialized Coarse-to-fine Ensemble of Regression Trees for Face Alignment

  • Valle R
  • Buenaposada J
  • Valdés A
  • Baumela L

A Deeply-Initialized Coarse-To-Fine Ensemble Of Regression Trees For Face Alignment (p. 575-583) - 19/11/2018

10.1007/978-3-030-01264-9_36 View at source

  • ISSN 03029743

Benchmarking head pose estimation in-the-wild

  • Amador E
  • Valle R
  • Buenaposada J
  • Baumela L

Lecture Notes In Computer Science (p. 45-52) - 1/1/2018

10.1007/978-3-319-75193-1_6 View at source

  • ISSN 03029743

This researcher has no working papers.

This researcher has no technical reports.

Hacia un modelo de procesamiento facial ético y general

  • Buenaposada NA, José Miguel (Investigador principal (IP))
  • Valdés NA, Antonio (Participante)
  • VALLE FERNáNDEZ, ROBERTO (Participante)
  • BAUMELA MOLINA, LUIS (Investigador principal (IP))
  • COBO CABORNERO, ALEJANDRO (Miembro del equipo de trabajo)

Period: 01-09-2023 - 31-08-2026

Type of funding: National

  • iMarina

S.A.R.F. 10: SISTEMA AVANZADO DE RECONOCIMIENTO DE FACHADAS 10

  • BAUMELA MOLINA, LUIS (Investigador principal (IP))

Period: 01-07-2019 - 31-12-2019

Type of funding: Internal

  • iMarina

S.A.R.F.9: SISTEMA AVANZADO DE RECONOCIMIENTO DE FACHADAS 9

  • BAUMELA MOLINA, LUIS (Investigador principal (IP))

Period: 01-03-2019 - 30-06-2019

Type of funding: Internal

  • iMarina

RECONOCIMIENTO OPTIMO DE CARTELES Y CARACTERES EN DISPOSITIVOS MOVILES

  • BAUMELA MOLINA, LUIS (Investigador principal (IP))

Period: 15-10-2019 - 15-08-2020

Type of funding: Internal

  • iMarina

SIMCA-UPM. Seguridad de vehículos para una movilidad inteligente, sostenible, segura e integradora

  • FUENTE TAMAYO, SAMUEL DE LA (Participante)
  • NARANJO HERNANDEZ, JOSE EUGENIO (Investigador principal (IP))
  • BAUMELA MOLINA, LUIS (Participante)
  • SERRADILLA GARCIA, FRANCISCO (Participante)
  • MINGO LOPEZ, FERNANDO DE (Participante)
  • Gomez Blas, Nuria (Participante)
  • TALAVERA MUÑOZ, EDGAR (Participante)
  • ALVAREZ DIAZ, ALBERTO (Participante)
  • CRUZ RUIZ, ALBERTO (Investigador/a)
... View more Collapse

Period: 01-01-2019 - 30-04-2023

Type of funding: Regional

Amount of funding: 22153,43 Euros.

  • iMarina

S.A.R.F 8: SISTEMA AVANZADO DE RECONOCIMIENTO DE FACHADAS 8

  • BAUMELA MOLINA, LUIS (Investigador principal (IP))

Period: 01-08-2018 - 01-04-2020

Type of funding: Internal

  • iMarina

S.A.R. DESCRIPCION DE LINEAS PARA RECONOCIMIENTO DE FACHADAS

  • BAUMELA MOLINA, LUIS (Investigador principal (IP))

Period: 01-02-2018 - 01-04-2020

Type of funding: Internal

  • iMarina

S.A.R.F.7: SISTEMA AVANZADO DE RECONOCIMIENTO DE FACHADAS 7

  • BAUMELA MOLINA, LUIS (Investigador principal (IP))

Period: 01-02-2018 - 01-04-2020

Type of funding: Internal

  • iMarina

S.A.R. SISTEMA AVANZADO DE RECONOCIMIENTO DE FACHADAS 5

  • BAUMELA MOLINA, LUIS (Investigador principal (IP))

Period: 01-05-2016 - 31-01-2017

Type of funding: Internal

  • iMarina

S.A.R. SISTEMA AVANZADO DE RECONOCIMIENTO DE FACHADAS 4

  • BAUMELA MOLINA, LUIS (Investigador principal (IP))

Period: 01-03-2016 - 04-12-2017

Type of funding: Internal

  • iMarina

Tecnologías avanzadas de Aprendizaje Profundo para la fabricación inteligente de materiales compuestos estructurales

  • GONZALEZ MARTINEZ, CARLOS DANIEL (Director)
  • BAUMELA MOLINA, LUIS (Director) Doctorando: Fernández León, Joaquín

4/10/2023

  • iMarina

Low-level vision for resource-limited devices

  • BUENAPOSADA BIENCINTO, José Miguel (Director)
  • BAUMELA MOLINA, LUIS (Director) Doctorando: Suárez Canosa, Xoan Iago

1/1/2021

  • iMarina

Multi-task Shape Preserving Face Alignment

  • BUENAPOSADA BIENCINTO, José Miguel (Director)
  • BAUMELA MOLINA, LUIS (Director) Doctorando: Valle Fernández, Roberto

1/1/2019

  • iMarina

Image segmentation with boosted multi-class classifiers

  • BUENAPOSADA BIENCINTO, José Miguel (Director)
  • BAUMELA MOLINA, LUIS (Director) Doctorando: Cetina Rojas, Kendrick

1/1/2018

  • iMarina

New definitions of margin for multi-class Boosting algorithms

  • BAUMELA MOLINA, LUIS (Director)
  • BUENAPOSADA BIENCINTO, José Miguel (Director) Doctorando: Fernández Baldera, Antonio

1/7/2015

  • iMarina

Estimación eficiente de atributos demográficos del rostro humano en imágenes

  • BAUMELA MOLINA, LUIS (Director)
  • BUENAPOSADA BIENCINTO, José Miguel (Director) Doctorando: Bekios Calfa, Juan D.

1/1/2015

  • iMarina

Higher-order regularization and morphological techniques for image segmentation

  • BAUMELA MOLINA, LUIS (Director) Doctorando: Márquez Neila, Pablo

1/1/2014

  • iMarina

Efficient Model-based 3D Tracking by Using Direct Image Registration

  • BAUMELA MOLINA, LUIS (Director) Doctorando: Muñoz Corral, Enrique

1/1/2012

  • iMarina

Análisis de expresiones faciales mediante visión por computador

  • BAUMELA MOLINA, LUIS (Director) Doctorando: Buenaposada Biencinto, José Miguel

1/1/2004

  • iMarina

Localization of planar objects in images bearing repetitive patterns

  • BAUMELA MOLINA, LUIS (Autor o Coautor)
  • BUENAPOSADA BIENCINTO JOSE MIGUEL (Autor o Coautor)
  • VALLE FERNáNDEZ, ROBERTO (Autor o Coautor)
  • Orellana Sanz, Miguel Ángel (Autor o Coautor)
  • Remirez de Miguel, Jorge (Autor o Coautor)

29/12/2021

  • iMarina
Last data update: 8/28/24 1:05 PM