Thesis

 

  • Antonio Hernández-Vela, From pixels to gestures: learning visual representations for human analysis in color and depth data sequences, PhD Thesis, March 2015. Committee: Thomas B. Moueslund, Jordi Vitrià, Jordi Gonzàlez. PDF

 

Journal papers

 

  • Antonio Hernández-Vela, Miguel Ángel Bautista, Xavier Perez-Sala, Víctor Ponce-López, Sergio Escalera, Xavier Baró, Oriol Pujol, Cecilio Angulo, Probability-based Dynamic Time Warping and Bag-of-Visual-and-Depth-Words for Human Gesture Recognition in RGB-D, Pattern Recognition Letters, Available online 20 September 2013, ISSN 0167-8655, doi:10.1016/j.patrec.2013.09.009. Link
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  • Antonio Hernández-Vela, Miguel Reyes, Víctor Ponce, Sergio Escalera, GrabCut-Based Human Segmentation in Video Sequences, Sensors, 2012, doi:10.3390/s121115376. Link
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  • Antonio Hernández-Vela, Carlo Gatta, Sergio Escalera, Laura Igual, Victoria Martín-Yuste, Manel Sabaté, Petia Radeva, Accurate coronary centerline extraction, caliber estimation and catheter detection in angiographies, IEEE Transactions on Information Technology in Biomedicine, 2012, doi:10.1109/TITB.2012.2220781. Link
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  • Antonio Hernández-Vela, Nadezhda Zlateva, Alexander Marinov, Miguel Reyes, Petia Radeva, Dimo Dimov, and Sergio Escalera, Human Limb Segmentation in Depth Maps based on Spatio-Temporal Graph Cuts Optimization, Journal of Ambient Intelligence and Smart Environments (JAISE), 2012, doi:10.3233/AIS-2012-0176. Link
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  • Laura Igual, Joan Carles Soliva, Antonio Hernandez-Vela, Sergio Escalera, Xavier Jimenez, Oscar Vilarroya and Petia Radeva, A Fully-Automatic Caudate Nucleus Segmentation of Brain MRI: Application in Volumetric Analysis of Pediatric Attention-Deficit/Hyperactivity Disorder, BioMedical Engineering OnLine 2011, 10:105 doi:10.1186/1475-925X-10-105, ISSN: 1475-925X, Published: 5 December 2011. PDF Link

 

Book chapters

 

  • Laura Igual, Joan Carles Soliva, Antonio Hernández-Vela, Sergio Escalera, Oscar Vilarroya, Petia Radeva, A Supervised Graph-cut Deformable Model for Brain MRI Segmentation, Deformation Models, ISBN 978-94-007-5445-4, September 3, 2012.Link

 

Conference and Workshop papers

 

  • Antonio Hernández-Vela, Stan Sclaroff, Sergio Escalera, Contextual Rescoring for Human Pose Estimation, British Machine Vision Conference 2014, Nottingham, UK. PDF PDF PDF
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  • Miguel Ángel Bautista, Antonio Hernández-Vela, Victor Ponce, Xavier Perez-Sala, Xavier Baró, Oriol Pujol, Cecilio Angulo, and Sergio Escalera, Probability-based Dynamic Time Warping for Gesture Recognition on RGB-D data, International Workshop on Depth Image Analysis, ICPR 2012, Tsukuba Science City, Japan. PDF
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  • Antonio Hernández-Vela, Miguel Ángel Bautista, Xavier Perez-Sala, Víctor Ponce, Xavier Baró, Oriol Pujol, Cecilio Angulo, Sergio Escalera, BoVDW: Bag-of-Visual-and-Depth-Words for Gesture Recognition, 21st International Conference on Pattern Recognition, 11/11/2012-15/11/2012, Tsukuba Science City, Japan. PDF PPT
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  • Laura Igual, Joan Carles Soliva, Antonio Hernández-Vela. Sergio Escalera, Oscar Vilarroya, Petia Radeva, Supervised Brain Segmentation and Classification in Diagnostic of Attention-Deficit/Hyperactivity Disorder, HPCS, 2012, Madrid.PDF
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  • Antonio Hernández-Vela, Nadezhda Zlateva, Alexander Marinov, Miguel Reyes, Petia Radeva, Dimo Dimov, and Sergio Escalera, Graph Cuts Optimization for Multi-Limb Human Segmentation in Depth Maps, IEEE Computer Vision and Pattern Recognition conference, 16/06/2012-21/06/2012, Providence, Rhode Island, 2012. PDF PPT ZIP Video
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  • Antonio Hernández-Vela, Miguel Reyes, Laura Igual, Josep Moya, Verónica Violant, and Sergio Escalera, ADHD indicators modelling based on Dynamic Time Warping from RGBD data: a feasibility study, CVCR&D2011, VI CVC Workshop on the progress of Research & Development, Barcelona, Computer Vision Center, ISBN 978-84-938351-5-6, pp. 59-62. 28/10/2011. Best oral presentation award PDF PPT PPT
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  • Antonio Hernández-Vela, Carlos Primo, Sergio Escalera, Automatic User Interaction Correction via Multi-label Graph Cuts, Workshop on Human Interaction in Computer Vision, International Conference on Computer Vision, IEEE Computer Society, 06/11/2011-13/11/2011, Barcelona, Spain, ISSN 978-1-4673-0063-6/11. PDF PPT
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  • Antonio Hernández-Vela, Carlo Gatta, Sergio Escalera, Laura Igual, and Petia Radeva, Accurate and robust fully-automatic QCA: Method and numerical validation, MICCAI: 14th International Conference on Medical Image Computing and Computer Assisted Intervention, Toronto, Canada, 18/09/2011-22/09/2011. PDF PPT ZIP
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  • Antonio Hernández, Miguel Reyes, Sergio Escalera, and Petia Radeva, Spatio-Temporal GrabCut Human Segmentation for Face and Pose Recovery, IEEE International Workshop on Analysis and Modeling of Faces and Gestures, Computer Vision and Pattern Recognition, IEEE Computer Society, 13/06/2010-18/06/2010, San Francisco, ISBN 978-1-4244-7029-7, 2010. PDF PPT ZIP
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  • A. Hernández, P. Radeva, and S. Escalera, Combining Detectors for Human Hand Detection, CVCRD'10, Achievements and New Opportunities in Computer Vision, pp. 50-53, CVC, 29/10/2010, Barcelona, ISBN 978-84-938351-0-1, 2010.Best poster award PDF PPT

 

Non-indexed publications

 

  • A. Hernández, C. Gatta, P. Radeva, L. Igual, R. Letaz, and S. Escalera, Angiographic vessel segmentation for CT registration, MICCAT, 28/10/2010, Girona, 2010. PDF PPT
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  • M. Drozdzal, A. Hernández, S. Seguí, X. Baró, S. Escalera, A. Lapedriza, D. Masip, P. Radeva, J. Vitrià, Combining Detectors for Human Layout Analysis, 11th European Conference on Computer Vision, The Pascal Visual Object Classes Challenge Workshop 2010, 05/09/2010-11/09/2010, Greece, 2010. Pascal 2 Person layout challenge winner. PDF PPT
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  • Antonio Hernández, Pose and Face Recovery via Spatio-Temporal GrabCut Human Segmentation, Master thesis, 13/07/2010, Universitat Autònoma de Barcelona. Supervisors: Sergio Escalera and Petia Radeva. PDF PPT