Luis Baumela

Orcid: 0000-0001-6910-4359

According to our database1, Luis Baumela authored at least 63 papers between 1994 and 2024.

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Bibliography

2024
On the representation and methodology for wide and short range head pose estimation.
CoRR, 2024

2023
A deep encoder-decoder for surrogate modelling of liquid moulding of composites.
Eng. Appl. Artif. Intell., April, 2023

2022
ELSED: Enhanced line SEgment drawing.
Pattern Recognit., 2022

Shape Preserving Facial Landmarks with Graph Attention Networks.
Proceedings of the 33rd British Machine Vision Conference 2022, 2022

2021
Revisiting Binary Local Image Description for Resource Limited Devices.
IEEE Robotics Autom. Lett., 2021

Multi-Task Head Pose Estimation in-the-Wild.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

Improving multi-class Boosting-based object detection.
Integr. Comput. Aided Eng., 2021

2020
Cascade of encoder-decoder CNNs with learned coordinates regressor for robust facial landmarks detection.
Pattern Recognit. Lett., 2020

BEBLID: Boosted efficient binary local image descriptor.
Pattern Recognit. Lett., 2020

2019
Face alignment using a 3D deeply-initialized ensemble of regression trees.
Comput. Vis. Image Underst., 2019

Boosting Object Detection in Cyberphysical Systems.
Proceedings of the Understanding the Brain Function and Emotions, 2019

BELID: Boosted Efficient Local Image Descriptor.
Proceedings of the Pattern Recognition and Image Analysis - 9th Iberian Conference, 2019

2018
BAdaCost: Multi-class Boosting with Costs.
Pattern Recognit., 2018

Multi-class segmentation of neuronal structures in electron microscopy images.
BMC Bioinform., 2018

FSG: A statistical approach to line detection via fast segments grouping.
Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018

A Deeply-Initialized Coarse-to-fine Ensemble of Regression Trees for Face Alignment.
Proceedings of the Computer Vision - ECCV 2018, 2018

Facial Landmarks Detection Using a Cascade of Recombinator Networks.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2018

2017
Experiential Learning in Data Science: From the Dataset Repository to the Platform of Experiences.
Proceedings of the Intelligent Environments 2017, 2017

Benchmarking Head Pose Estimation in-the-Wild.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2017

2016
A Fast Method for the Segmentation of Synaptic Junctions and Mitochondria in Serial Electron Microscopic Images of the Brain.
Neuroinformatics, 2016

Speeding-up homography estimation in mobile devices.
J. Real Time Image Process., 2016

Head-Pose Estimation In-the-Wild Using a Random Forest.
Proceedings of the Articulated Motion and Deformable Objects, 2016

2015
Rationalizing Efficient Compositional Image Alignment - The Constant Jacobian Gauss-Newton Optimization Algorithm.
Int. J. Comput. Vis., 2015

Multi-class Boosting for Imbalanced Data.
Proceedings of the Pattern Recognition and Image Analysis - 7th Iberian Conference, 2015

2014
Robust gender recognition by exploiting facial attributes dependencies.
Pattern Recognit. Lett., 2014

Multi-class boosting with asymmetric binary weak-learners.
Pattern Recognit., 2014

A Morphological Approach to Curvature-Based Evolution of Curves and Surfaces.
IEEE Trans. Pattern Anal. Mach. Intell., 2014

A Comparative Study of Feature Descriptors for Mitochondria and Synapse Segmentation.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Non-parametric Higher-Order Random Fields for Image Segmentation.
Proceedings of the Computer Vision - ECCV 2014, 2014

2013
Alignment-Free Gender Recognition in the Wild.
Proceedings of the Pattern Recognition and Image Analysis - 6th Iberian Conference, 2013

2012
A Real Time Morphological Snakes Algorithm.
Image Process. Line, 2012

2011
Revisiting Linear Discriminant Techniques in Gender Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2011

Class-Conditional Probabilistic Principal Component Analysis: Application to Gender Recognition.
Computación y Sistemas, 2011

An introduction to AI course with guide robot programming assignments.
Proceedings of the 42nd ACM technical symposium on Computer science education, 2011

Age Regression from Soft Aligned Face Images Using Low Computational Resources.
Proceedings of the Pattern Recognition and Image Analysis - 5th Iberian Conference, 2011

On the Importance of Multi-dimensional Information in Gender Estimation from Face Images.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2011

2010
Morphological snakes.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

2009
Efficient illumination independent appearance-based face tracking.
Image Vis. Comput., 2009

A direct approach for efficiently tracking with 3D morphable models.
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

2008
Recognising facial expressions in video sequences.
Pattern Anal. Appl., 2008

Analysing Driver's Attention Level using Computer Vision.
Proceedings of the 11th International IEEE Conference on Intelligent Transportation Systems, 2008

An empirical comparison of graph-based dimensionality reduction algorithms on facial expression recognition tasks.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Real-time facial expression recognition with illumination-corrected image sequences.
Proceedings of the 8th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2008), 2008

Improving RANSAC for fast landmark recognition.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008

Efficient Tracking of 3D Objects Using Multiple Orthogonal Cameras.
Proceedings of the British Machine Vision Conference 2008, Leeds, UK, September 2008, 2008

A Model of Brightness Variations Due to Illumination Changes and Non-rigid Motion Using Spherical Harmonics.
Proceedings of the British Machine Vision Conference 2008, Leeds, UK, September 2008, 2008

Apperance-Based Tracking and Face Identification in Video Sequences.
Proceedings of the Articulated Motion and Deformable Objects, 5th International Conference, 2008

2006
Efficiently Estimating Facial Expression and Illumination in Appearance-based Tracking.
Proceedings of the British Machine Vision Conference 2006, 2006

2005
Efficient Model-Based 3D Tracking of Deformable Objects.
Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

Performance Driven Facial Animation by Appearance Based Tracking.
Proceedings of the Pattern Recognition and Image Analysis, Second Iberian Conference, 2005

2004
Efficient Appearance-Based Tracking.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2004

2003
Tracking a Planar Patch by Additive Image Registration.
Proceedings of the Visual Content Processing and Representation, 2003

Tracking Heads Using Piecewise Planar Models.
Proceedings of the Pattern Recognition and Image Analysis, First Iberian Conference, 2003

2002
Real-Time Tracking and Estimation of Plane Pose.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Speeding up SSD planar tracking by pixel selection.
Proceedings of the 2002 International Conference on Image Processing, 2002

2001
Face Tracking Using the Dynamic Grey World Algorithm.
Proceedings of the Computer Analysis of Images and Patterns, 9th International Conference, 2001

2000
Motion Estimation Using the Differential Epipolar Equation.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

1998
Towards robust metric reconstruction via a dynamic uncalibrated stereo head.
Image Vis. Comput., 1998

Robust Techniques for the Estimation of Structure from Motion in the Uncalibrated Case.
Proceedings of the Computer Vision, 1998

1996
Direct Methods for Self-Calibration of a Moving Stereo Head.
Proceedings of the Computer Vision, 1996

1995
A Hierarchical Neural Network for Mobile Visual Tracking with a Robot Head.
Proceedings of the From Natural to Artificial Neural Computation, 1995

Mobile Detection Based on Histogram Difference.
Proceedings of the Computer Analysis of Images and Patterns, 6th International Conference, 1995

1994
Logical Design of Neural controllers.
Proceedings of the Postprint Volume from the IFAC Symposium on Artificial Intelligence in Real-Time Control, 1994


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