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Citations

• My Google Scholar profile

2024

• On the representation and methodology for wide and short range head pose estimation
  Alejandro Cobo, Roberto Valle, José M. Buenaposada, Luis Baumela
  Pattern Recognition (2024).
  [DOI] [ARXIV] [CODE]
• DRVMon-VM: Distracted driver recognition using large pre-trained video transformers
  Ricardo Pizarro, Luis Miguel Bergasa, Luis Baumela, José M. Buenaposada, Rafael Barea
  IV 2024: 1901-1906
  [DOI] [CODE]

2022

• Shape Preserving Facial Landmarks with Graph Attention Networks
  Andrés Prados-Torreblanca, José M. Buenaposada, Luis Baumela
  British Machine Vision Conference, BMVC 2022. London, UK. November 2022.
  [ARXIV] [CODE]
• ELSED: Enhanced Line SEgment Drawing
  Iago Suárez, José M. Buenaposada, Luis Baumela
  Pattern Recognition (2022).
  [ARXIV] [DOI] [CODE]

2021

• Revisiting Binary Local Image Description for Resource Limited Devices
  Iago Suárez, José M. Buenaposada, Luis Baumela
  IEEE Robotics and Automation Letters, 6(4): 8317-8324 (2021).
  [ARXIV] [DOI] [CODE]
• Multi-task head pose estimation in-the-wild
  Roberto Valle, José M. Buenaposada, Luis Baumela
  IEEE Transactions on Pattern Analysis and Machine Intelligence, 43(8): 2874-2881 (2021).
  [PDF] [PDF-SUPP] [DOI] [CODE] [VIDEO1] [AFLW2000 Head Pose (MNN)] [BIWI Head Pose (MNN)] [AFLW2000-3D Landmarks (MNN)]
• Improving multi-class Boosting-based object detection
  José M. Buenaposada, Luis Baumela
  Integrated Computer-Aided Engineering, 28(1): 81-96 (2021)
  [PDF] [DOI]

2020

• BEBLID: Boosted Efficient Binary Local Image Descriptor
  Iago Suárez, Ghesn Sfeir, José M. Buenaposada, Luis Baumela
  Pattern Recognition Letters, 133: 366-372 (2020)
  [PDF] [DOI] [CODE] [OpenCV-CODE]
• Cascade of Encoder-Decoder CNNs with Learned Coordinates Regressor for Robust Facial Landmarks Detection
  Roberto Valle, José M. Buenaposada, Luis Baumela
  Pattern Recognition Letters, 136:326-332 (2020)
  [PDF] [DOI] [CODE] [WFLW leaderboard (CHR2C)] [300W leaderboard (CHR2C)] [COFW leaderboard (CHR2C)]

2019

• Face alignment using a 3D deeply-initialized ensemble of regression trees
  Roberto Valle, José M. Buenaposada, Antonio Valdé, Luis Baumela
  Computer Vision and Image Understanding, 189: 102846 (2019)
  [PDF] [DOI] [arXiv] [WFLW leaderboard (3DDE)] [300W leaderboard (3DDE)] [COFW leaderboard (3DDE)]
• BELID: Boosted efficient local image descriptor
  Iago Suárez, Ghesn Sfeir, José M. Buenaposada, Luis Baumela
  Iberian Conference on Pattern Recognition and Image Analysis, IbPRIA 2019.

  IbPRIA 2019, Best student paper award!

  [PDF] [DOI]
• Boosting Object Detection in Cyberphysical Systems
  José M. Buenaposada, Luis Baumela
  8th International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2019
  [PDF] [DOI]

2018

• Multi-class segmentation of neuronal structures in electron microscopy images
  Kendrick Cetina, José M. Buenaposada, Luis Baumela
  BMC Bioinformatics. Springer Nature.
  [PDF]
• FSG: A statistical approach to line detection via fast segments grouping
  Iago Suárez, Enrique Muñoz, José M. Buenaposada, Luis Baumela
  IEEE/RJS Int. Conf. on Intelligent Robots and Systems, IROS 2018.
  [PDF] [DOI] [VIDEO1] [DATASET]
• A Deeply-initialized Coarse-to-fine Ensemble of Regression Trees for Face Alignment
  Roberto Valle, José Miguel Buenaposada, Antonio Valdés, Luis Baumela
  European Conference on Computer Vision, ECCV 2018.
  [PDF] [VIDEO] [CODE]
• Learning Depth from Monocular Videos using Direct Methods
  Chaoyang Wang, José Miguel Buenaposada, Rui Zhu, Simon Lucey
  Conference on Computer Vision and Pattern Recognition, CVPR 2018.
  [PDF] [arXiv] [VIDEO1] [CODE]
• BAdaCost: Multi-class Boosting with Costs
  Antonio Fernández-Baldera, José M. Buenaposada, Luis Baumela
  Pattern Recognition, 79: 467-479 (2018)
  [PDF] [DOI] [WEB] [VIDEO1] [VIDEO2] [CODE]

2017

• Benchmarking Head Pose Estimation in-the-Wild
  Elvira Amador, Roberto Valle, José M. Buenaposada, Luis Baumela.
  Iberoamerican Congress on Pattern Recognition, CIARP 2017. LNCS 10657, Springer-Verlag, pp. 45-57. Valparaíso, Chile.
  [PDF] [DOI] [VIDEO1] [CODE]

2016

• Head-Pose Estimation In-the-Wild Using a Random Forest
  Roberto Valle, José M. Buenaposada, Antonio Valdés, Luis Baumela.
  Conference on Articulated motion and deformable objects, AMDO 2016. LNCS 9756, Springer-Verlag, Heidelberg, pp. 24-33. Andratx, Mallorca, Spain. July 2016
  [PDF] [DOI] [CODE]
• Speeding-up homography estimation in mobile devices.
  Pablo Márquez-Neila, Javier López-Alberca, José M. Buenaposada, Luis Baumela.
  Journal of Real-Time Image Processing, 11(1): 141-154 (2016)
  [PDF] [WEB] [DOI] [Our code in OpenCV]

2015

• Multi-class Boosting for Imbalanced Data
  Antonio Fernández Baldera, J.M. Buenaposada, L. Baumela.
  Iberian Conf. on Pattern Recognition and Image Analysis, IbPria-2015. LNCS 9117, pp. 57-64, Springer. Santiago de Compostela, Spain. June 2015.
  [PDF] [DOI]

2014

• Robust gender recognition by exploiting facial attributes dependencies.
  Juan Bekios-Calfa, José M. Buenaposada, Luis Baumela.
  Pattern Recognition Letters, 36:228-234, 2014.
  [PDF] [DOI]

2013

• Alignment-free gender recognition.
  Juan Bekios-Calfa, José M. Buenaposada, Luis Baumela.
  Iberian Conference on Pattern Recognition and Image Analysis, IbPRIA 2013. Madeira (Portugal), June 5-7, 2013.
  [PDF] [DOI]

2011

• Revisiting Linear Discriminant Techniques in Gender Recognition.
  Juan Bekios-Calfa, José M. Buenaposada, Luis Baumela.
  IEEE Transactions on Pattern Analysis and Machine Intelligence, 33(4):858-864, 2011.
  [PDF] [DOI]
• On the importance of multi-dimensional information in gender estimation.
  Juan Bekios-Calfa, José M. Buenaposada, Luis Baumela.
  Iberoamerican Congress on Pattern Recognition, CIARP 2011. LNCS 7042, Springer-Verlag, pp. 264-271. Pucón, Chile. November 15-18, 2011.
  [PDF] [DOI]
• Age regression from soft aligned face images using low computational resources.
  Juan Bekios-Calfa, José M. Buenaposada, Luis Baumela.
  Iberian Conference on Pattern Recognition and Image Analysis, IbPRIA 2011. LNCS 6669, Springer-Verlag, pp. 281-288. Las Palmas de Gran Canaria (Spain), June 8-10, 2011.
  [PDF] [DOI]

2009

• Efficient illumination independent appearance-based face tracking.
  José M. Buenaposada, Enrique Muñoz, Luis Baumela.
  Image and vision computing, 27(5):560-578, 2009.
  [PDF] [DOI] [CODE]
• A direct approach for efficiently tracking with 3D Morphable Models
  E. Muñoz, J.M. Buenaposada, L. Baumela.
  IEEE International Conference on Computer Vision, ICCV 2009. Kyoto, Japan. October 2009.
  [PDF] [DOI]

2008

• Analysing Driver's attention level using Computer Vision
  Luis M. Bergasa, José M. Buenaposada, Jesús Nuevo, Pedro Jiménez, Luis Baumela
  11th International IEEE Conference on Intelligent Transportation Systems, 2008. ITSC 2008.
  [PDF] [DOI]
• Recognising facial expressions in video sequences.
  José M. Buenaposada, Enrique Muñoz, Luis Baumela.
  Pattern Analysis and Applications, 11(1): 101-116, 2008.
  [PDF] [DOI]
• An Empirical Comparison of Graph-based Dimensionality Reduction Algorithms on Facial Expression Recognition Tasks.
  He Li, José M. Buenaposada, Luis Baumela.
  IEEE International Conference on Pattern Recognition, ICPR 2008. Tampa, USA. December 2008.
  [PDF] [DOI]
• A model of brightness variations due to illumination changes and non-rigid motion using spherical harmonics
  José M. Buenaposada, Alessio del Bue, Enrique Muñoz, Luis Baumela.
  British Machine Vision Conference, BMVC 2008. Leeds, UK. September 2008.
  [PDF] [DOI]
• Efficient Tracking of 3D Objects Using Multiple Orthogonal Cameras
  José M. Buenaposada, Alessio del Bue, Enrique Muñoz, Luis Baumela.
  British Machine Vision Conference, BMVC 2008. Leeds, UK. September 2008.
  [PDF] [DOI]
• Real-time facial expression recognition with illumination-corrected image sequences.
  He Li, José M. Buenaposada, Luis Baumela.
  IEEE International Conference on automatic face and gesture recognition, FG2008. Amsterdam, The Netherlands. September 2008.
  [PDF] [DOI]
• Improving RANSAC for Fast Landmark Recognition.
  Pablo Márquez-Neila, Jacobo García, Luis Baumela, José M. Buenaposada.
  Workshop on Visual Localization for Mobile Platforms (In conjunction with International Conference on Computer Vision and Pattern Recognition, CVPR 2008). Anchorage, Alaska, USA. June 2008.
  [PDF] [DOI]
• Appearance-based tracking and face identification in video sequences.
  José M. Buenaposada, Juan Bekios, Luis Baumela.
  Conference on Articulated motion and deformable objects, AMDO 2008. LNCS 5098, Springer-Verlag, Heidelberg, pp. 349-358. Andratx, Mallorca, Spain. July 2008
  [PDF]

2007

• Planar tracking using the GPU for augmented reality and games
  Luis A. Leiva, Antonio Sanz, José M. Buenaposada
  ACM SIGGRAPH 2007 Posters
  [PDF] [Poster]

2006

• Efficiently estimating facial expression and illumination in appearance-based tracking
  J.M. Buenaposada, E. Muñoz, L. Baumela.
  British Machine Vision Conference, BMVC 2006. Edinburgh. September 2006.
  [PDF] [CODE]
• Performance driven facial animation using illumination independent appearance-based tracking
  J.M. Buenaposada, E. Muñoz, L. Baumela.
  IEEE International Conference on Pattern Recognition, ICPR 2006. Hong Kong. August 2006.
  [PDF] [DOI]

2005

• Efficient Model-Based 3D Tracking of Deformable Objects
  E. Muñoz, J.M. Buenaposada, L. Baumela
  IEEE International Conference on Computer Vision, ICCV 2005. pp 877-882 Vol. 1. Beijing, China. October 2005.
  [PDF] [Poster]
• Performance driven facial animation by appearance based tracking.
  J.M. Buenaposada, E. Muñoz, L. Baumela.
  Iberian Conf. on Pattern Recognition and Image Analysis, IbPria-2005. LNCS 3522, pp. 476-483, Springer-Verlag. Estoril, Portugal. June 2005
  [PDF] [DOI]
• Automatic modelling and efficient tracking of deformable o objects.
  Enrique Muñoz, A. Del Bue, José Buenaposada, Luis Baumela, Lourdes Agapito.
  IEE International Conference on Visual Information Engineering, VIE 2005. pp. 267-274. Glasgow, Scotland, UK. April 2005.
  [PDF]

2004

• Efficient appearance-based tracking.
  J.M. Buenaposada, E. Muñoz, L. Baumela. 2004.
  IEEE Workshop on Articulated and Nonrigid Motion, ANM-2004 (in conjunction with CVPR 2004).
  [PDF]

2003

• Tracking a planar patch by additive image registration.
  J.M. Buenaposada, E. Muñoz, L. Baumela.
  Int. Workshop on Visual Content Processing and Representation, VLBV-2003. LNCS 2849, Springer-Verlag, Berlin. pp. 50-57
  [PDF]
• Tracking heads using piedewise planar models.
  J.M. Buenaposada, E. Muñoz, L. Baumela.
  Iberian Conf. on Pattern Recognition and Image Analysis, IbPria-2003. LNCS 2652, Springer-Verlag, Berlin. pp. 126-133.
  [PDF]

2002

• Speeding up SSD planar tracking by pixel selection.
  J.M. Buenaposda, L. Baumela.
  Int. Conf. on Image Processing, ICIP-2002. Vol. I, IEEE. pp. 565-568.
  [PDF]
• Real-time tracking and estimation of plane pose.
  J.M. Buenaposada, L. Baumela.
  Int. Conf. on Pattern Recognition, ICPR-2002, Vol. II, IEEE. pp. 697-700.
  [PDF] [CODE C++] [CODE Matlab]

2001

• Face tracking using the Dynamic Grey World Algorithm.
  J.M. Buenaposada, D. Sopeña, L. Baumela.
  Computer Analysis of Images and Patterns, CAIP-2001. LNCS 2124, Springer-Verlag, Berlin. pp. 341-348.
  [PDF]