Publications
Selected publications - 2023
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Rafael Aguilar-Ortega, Rafael Berral-Soler, Isabel Jimenez-Velasco, Francisco J. Romero Ramirez, Manuel Garcia-Marin, Jorge Zafra-Palma, Rafael Muñoz-Salinas, Rafael Medina-Carnicer, Manuel J. Marin-Jimenez |
Selected publications - 2022
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Manuel J. Marin-Jimenez, Vicky Kalogeiton, Pablo Medina-Suarez, Andrew Zisserman LAEO-Net++: revisiting people Looking At Each Other in videos
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022. |
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Manuel J. Marin-Jimenez, Javier Romero, Hao Li and Gregory Rogez Preface to the Special Issue on Human Pose, Motion, Activities and Shape in 3D
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Selected publications - 2021
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Manuel J. Marin-Jimenez, Francisco M. Castro, Ruben Delgado-Escano, Vicky Kalogeiton and Nicolas Guil UGaitNet: Multimodal gait recognition with missing input modalities
IEEE Transactions on Information Forensics and Security (TIFS), 2021. |
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Rafael Berral-Soler, Francisco J. Madrid-Cuevas, Rafael Muñoz-Salinas, Manuel J. Marin-Jimenez RealHePoNet: a robust single-stage ConvNet for head pose estimation in the wild
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Selected publications - 2020
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Francisco M. Castro, Manuel J. Marin-Jimenez, Nicolas Guil, Nicolas Perez de la Blanca Multimodal feature fusion for CNN-based gait recognition: an empirical comparison
Neural Computing and Applications (NCAA), 2020. |
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Ruben Delgado-Escano, Francisco M. Castro, Julian Ramos Cozar, Manuel J. Marin-Jimenez, Nicolas Guil, Eduardo Casilari A cross-dataset deep learning-based classifier for people fall detection and identification
Computer Methods and Programs in Biomedicine (CMPB), 2020. |
Selected publications - 2019
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Manuel J. Marin-Jimenez, Vicky Kalogeiton, Pablo Medina-Suarez, Andrew Zisserman LAEO-Net: revisiting people Looking At Each Other in videos
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Ruben Delgado-Escaño, Francisco M. Castro, Julian R. Cozar, Manuel J. Marin-Jimenez, Nicolas Guil An End-to-End Multi-task and Fusion CNN for Inertial-based Gait Recognition
IEEE Access, 2019.
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Rafael Muñoz-Salinas, Manuel J. Marin-Jimenez, Rafael Medina-Carnicer SPM-SLAM: Simultaneous Localization And Mapping with squared planar markers
Pattern Recognition, (PR) 2019. |
Selected publications - 2018
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Manuel J. Marin-Jimenez, Francisco J. Romero-Ramirez, Rafael Muñoz-Salinas, Rafael Medina-Carnicer 3D human pose estimation from depth maps using a deep combination of poses
Journal of Visual Communication and Image Representation, (JVCI), 2018. |
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Francisco M. Castro, Manuel J. Marin-Jimenez, Nicolas Guil, Cordelia Schmid, Karteek Alahari End-to-End Incremental Learning
European Conference on Computer Vision, (ECCV), 2018. |
Selected publications - 2017
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M. Marin-Jimenez, Francisco M. Castro, Nicolas Guil, Fernando de la Torre, R. Medina-Carnicer Deep Multi-Task Learning For Gait-Based Biometrics
IEEE International Conference on Image Processing, (ICIP), 2017. |
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R. Muñoz-Salinas, M. Marin-Jimenez, E. Yeguas-Bolivar, R. Medina-Carnicer Mapping and localization from planar markers Pattern Recognition, (PR), 2017. |
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M.I. López-Quintero, M. Marin-Jimenez, R. Muñoz-Salinas, R. Medina-Carnicer Mixing Body-Parts Model for 2D Human Pose Estimation in Stereo Videos
IET Computer Vision, (IET-CV), 2017. |
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Francisco M. Castro, Manuel J. Marin-Jimenez, Nicolas Guil, Rafael Muñoz-Salinas Fisher Motion Descriptor for Multiview Gait Recognition
International Journal of Pattern Recognition and Artificial Intelligence, (IJPRAI), 2017. |
Selected publications - 2016
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Francisco M. Castro, Manuel J. Marin-Jimenez, Nicolas Guil Multimodal features fusion for Gait, Gender and Shoes recognition
Machine Vision and Applications, (MVA), 2016. |
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M.I. López-Quintero, M. Marin-Jimenez, R. Muñoz-Salinas, F.J. Madrid-Cuevas, R. Medina-Carnicer Stereo Pictorial Structure for 2D Articulated Human Pose Estimation Machine Vision and Applications, (MVA), 2016. |
Selected publications - 2015
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F.M. Castro, M. Marin-Jimenez, A. Carmona-Poyato, N. Guil On how to improve tracklet-based gait recognition systems
Pattern Recognition Letters, (PRL), 2015. |
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F.M. Castro, M. Marin-Jimenez, N. Guil Empirical Study of Audio-Visual Features Fusion for Gait Recognition Computer Analysis of Images and Patterns, (CAIP), 2015. |
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J.R. Cozar, M.J. Marin-Jimenez, J.M. Gonzalez-Linares, N. Guil, J. Gomez-Luna Calculation of dense trajectory descriptors on a heterogeneous embedded architecture Journal of Systems Architecture, (JSA), 2015. |
Selected publications - 2014
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F.M. Castro, M. Marin-Jimenez, R. Medina-Carnicer Pyramidal Fisher Motion for Multiview Gait Recognition International Conference on Pattern Recognition, (ICPR), 2014. |
Automatic generation and detection of highly reliable fiducial markers under occlusion |
S. Garrido-Jurado, R. Muñoz-Salinas, F.J. Madrid-Cuevas, M. Marin-Jimenez Automatic generation and detection of highly reliable fiducial markers under occlusion Pattern Recognition, (PR), 2014. |
Selected publications - 2013
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M. Marin-Jimenez, A. Zisserman, M. Eichner and V. Ferrari Detecting people looking at each other in videos [springerlink] International Journal of Computer Vision, (IJCV), 2013. |
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M. Marin-Jimenez, R. Muñoz-Salinas, E. Yeguas-Bolivar and N. Perez de la Blanca Human Interaction Categorization by Using Audio-Visual Cues Machine Vision and Applications, (MVA), 2013. |
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M. Marin-Jimenez and N. Perez de la Blanca Human Interaction Recognition by Motion Decoupling Iberian Conferce on Pattern Recognition and Image Analysis, (IbPRIA), June 2013. |
Selected publications - 2012
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M. Marin-Jimenez, E. Yeguas-Bolivar and N. Perez de la Blanca Exploring STIP-based Models for Recognizing Human Interactions in TV Videos Pattern Recognition Letters, (PRL), 2012. |
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M. Marin-Jimenez, N. Perez de la Blanca and M.A. Mendoza Human Action Recognition from Simple Feature Pooling Pattern Analysis and Applications, (PAAA), 2012. |
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M. Eichner, M. Marin-Jimenez, A. Zisserman, V. Ferrari 2D Articulated Human Pose Estimation and Retrieval in (Almost) Unconstrained Still Images International Journal of Computer Vision, (IJCV), 99(2), p. 190-214, September 2012 |
Selected publications - 2011
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M. Marin-Jimenez, A. Zisserman and V. Ferrari “Here’s looking at you, kid.” Detecting people looking at each other in videos British Machine Video Conference, (BMVC), 2011. |
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M. Marin-Jimenez, N. Perez de la Blanca and M.A. Mendoza Learning Features for Human Action Recognition Using Multilayer Architectures Iberian Conference on Pattern Recognition and Image Analysis, (IbPRIA), 2011. [Keywords: Restricted Boltzmann Machines, Deep Belief Networks, Deep Learning, Motion, aHOF] |
Selected publications - 2010
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M Marin-Jimenez, N Perez De La Blanca, MA Mendoza RBM-based Silhouette Encoding for Human Action Modelling International Conference on Pattern Recognition, (ICPR), 2010. [Keywords: Restricted Boltzmann Machines, Deep Belief Networks, Deep Learning, Silhouettes] |
Selected publications - 2009
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M. Marin-Jimenez, N. Perez de la Blanca, MA Mendoza, M. Lucena, JM Fuertes Learning Action Descriptors for Recognition Workshop on Image Analysis for Multimedia Interactive Services, (WIAMIS), 2009 Best Student Paper Award [Keywords: Restricted Boltzmann Machines, Deep Belief Networks, Deep Learning, Motion, aHOF] |
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V. Ferrari, M. Marin-Jimenez, A. Zisserman Pose search: Retrieving people using their pose Computer Vision and Pattern Recognition, (CVPR), 2009 |
Selected publications - 2008
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V. Ferrari, M. Marin-Jimenez, A. Zisserman Progressive Search Space Reduction for Human Pose Estimation Computer Vision and Pattern Recognition, (CVPR), 2008 |