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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

  • Joaquín Fernández-León, Keayvan Keramati, Luis Baumela, Carlos González

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

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

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.

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

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

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

  • VALLE FERNáNDEZ, ROBERTO
  • BAUMELA MOLINA, LUIS

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

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

  • ISSN 03029743

Aprendizaje experiencial en ciencia de datos: satisfacción de los estudiantes para tres modelos de enseñanza y aprendizaje

  • ZANARDINI, DAMIANO
  • SERRANO FERNANDEZ, EMILIO
  • BAUMELA MOLINA, LUIS
  • MANRIQUE GAMO, DANIEL
  • Molina González, Martín

Libros De Actas Cinaic 2017 (p. 289-293) - 4/10/2017

10.26754/cinaic.2017.000001_058 View at source

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

  • CRUZ RUIZ, ALBERTO (Investigador/a)
  • 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)
... 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: 4/24/24 1:03 PM