Dr. Manuel J. Marin-Jimenez

All publications

Google Scholar profile

Selected publications - 2017

Deep Multi-Task Learning For Gait-Based Biometrics

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.

Slides

Mapping and localization from planar markers

R. Muñoz-Salinas, M. Marin-Jimenez, E. Yeguas-Bolivar, R.Medina-Carnicer

Mapping and localization from planar markers

Pattern Recognition, (PR), 2017.

Code

Mixing Body-Parts Model for 2D Human Pose Estimation in Stereo Videos

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]

IET Computer Vision, (IET-CV), 2017.

Dataset

Fisher Motion Descriptor for Multiview Gait Recognition

Francisco M. Castro, Manuel J. Marin-Jimenez, Nicolas Guil, Rafael Muñoz-Salinas

Fisher Motion Descriptor for Multiview Gait Recognition
[World Scientific]

International Journal of Pattern Recognition and Artificial Intelligence, (IJPRAI), 2017.

Project | Code

Selected publications - 2016

Multimodal features fusion for gait, gender and shoes recognition

Francisco M. Castro, Manuel J. Marin-Jimenez, Nicolas Guil

Multimodal features fusion for Gait, Gender and Shoes recognition
[springerlink]

Machine Vision and Applications, (MVA), 2016.

Project | Code

Stereo Pictorial Structure for 2D Articulated Human Pose Estimation

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.

Project+Code | Dataset

Selected publications - 2015

On how to improve tracklet-based gait recognition systems

F.M. Castro, M. Marin-Jimenez, A. Carmona-Poyato, N. Guil

On how to improve tracklet-based gait recognition systems
[sciencedirect]

Pattern Recognition Letters, (PRL), 2015.

Project

Empirical Study of Audio-Visual Features Fusion for Gait Recognition

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.

Project

Calculation of dense trajectory descriptors on a heterogeneous embedded architecture

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

Pyramidal Fisher Motion for Multiview Gait
Recognition

F.M. Castro, M. Marin-Jimenez, R. Medina-Carnicer

Pyramidal Fisher Motion for Multiview Gait Recognition

International Conference on Pattern Recognition, (ICPR), 2014.

Video - Project

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.

Code

Selected publications - 2013

Detecting people looking at each other

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.

Project

MVA

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.

Project

Human interaction recognition by motion decoupling

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

PRL

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.

PAAA

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.

Matlab code - C++/CUDA code

2D Articulated Human Pose Estimation and Search in (Almost) Unconstrained Still Images

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

Project

Selected publications - 2011

Here's looking at you kid

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.

Project - Talk

Learning features for HAR

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

RBM-based Silhouette Encoding for Human Action Modelling

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

Learning action descriptors for recognition

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]

Pose search: Retrieving people using their pose

V. Ferrari, M. Marin-Jimenez, A. Zisserman

Pose search: Retrieving people using their pose

Computer Vision and Pattern Recognition, (CVPR), 2009

Dataset

Selected publications - 2008

Progressive search space reduction for human pose estimation

V. Ferrari, M. Marin-Jimenez, A. Zisserman

Progressive Search Space Reduction for Human Pose Estimation

Computer Vision and Pattern Recognition, (CVPR), 2008

Dataset