REAVIPERO - Publications

INIT

Zihao Mu and Francisco M. Castro and Manuel J. Marin-Jimenez and Nicolas Guil and Yan-ran Li and Shiqi Yu: iLGaCo: Incremental Learning of Gait Covariate Factors. IJCB 2020
Samuel Hurault, Coloma Ballester, and Gloria Haro. Self-Supervised Small Soccer Player Detection and Tracking. Proceedings of the International ACM Workshop on Multimedia Content Analysis in Sports. 2020.
V. Javier Traver, Roberto Paredes. Study of Convolutional Neural Networks for Global Parametric Motion Estimation on Log-Polar Imagery. IEEE Access 8: 149122-149132 (2020) [DOI]
M. Dimiccoli, H. Wendt. Learning event representations for the temporal segmentation of image sequences by dynamic graph embedding. Accepted in IEEE Transactions on Image Processing, 2020. [DOI]
A. Cartas, P. Radeva, M. Dimiccoli. Modelling long-range interactions to enhance action recognition. Proceedings of the International Conference in Pattern Recognition (ICPR), January 2021, Milan, Italy.

Previous related publications

A. Peña, J. Fierrez, A. Lapedriza and A. Morales, "Learning Emotional Blinded Face Representations", in IAPR Intl. Conf. on Pattern Recognition (ICPR 2020), Milan, Italy, January 2021.
R. Tolosana, R. Vera-Rodriguez, J. Fierrez, A. Morales and J. Ortega-Garcia, "DeepFakes and Beyond: A Survey of Face Manipulation and Fake Detection", Information Fusion, 2020. [DOI]
A. Acien, A. Morales, R. Vera-Rodriguez, J. Fierrez and O. Delgado, "Smartphone Sensors For Modeling Human-Computer Interaction: General Outlook And Research Datasets For User Authentication", in IEEE Intl. Workshop on Consumer Devices and Systems (CDS), Madrid, Spain, July 2020. [DOI]
E. Corona, A. Pumarola, G. Alenyà and F. Moreno-Noguer. "Context-aware human motion prediction", 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020.
A. Cartas, P. Radeva and M. Dimiccoli. "Activities of daily living monitoring via a wearable camera: toward real-world applications". IEEE Access, 8: 77344-77363, 2020.
A. Pumarola, A. Agudo, A.M. Martinez, A. Sanfeliu and F. Moreno-Noguer. "GANimation: One-shot anatomically consistent facial animation". International Journal of Computer Vision, 128: 698-713, 2020.
V. Javier Traver, Carlos Serra-Toro. "Analysis of single- and dual-dictionary strategies in pedestrian classification". Pattern Analysis and Applications, 21(3): 655-670 (2018) [DOI]
V. Javier Traver, Pedro Latorre Carmona, Eva Salvador-Balaguer, Filiberto Pla, Bahram Javidi. "Three-Dimensional Integral Imaging for Gesture Recognition Under Occlusions". IEEE Signal Processing Letters, 24(2): 171-175 (2017) [DOI]
Vicente Castelló, V. Javier Traver, Berenice Serrano, Raúl Montoliu, Cristina Botella. "Assisting therapists in assessing small animal phobias by computer analysis of video-recorded sessions". Multimedia Tools and Applications, 76(20): 21033-21049 (2017) [DOI]
Barranco, Francisco, Cornelia Fermuller, and Eduardo Ros. "Real-time clustering and multi-target tracking using event-based sensors." In 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), pp. 5764-5769. IEEE, 2018.
Barranco, Francisco, Cornelia Fermüller, Yiannis Aloimonos, and Eduardo Ros. "Joint direct estimation of 3D geometry and 3D motion using spatio temporal gradients." arXiv preprint arXiv:1805.06641 (2018). [Accepted for publication in Pattern Recognition Letters]
Manuel J. Marín-Jiménez, Vicky Kalogeiton, Pablo Medina-Suarez, Andrew Zisserman: LAEO-Net: Revisiting People Looking at Each Other in Videos. CVPR 2019: 3477-3485
Pierrick Chatillon and Coloma Ballester. History-based anomaly detector: an adversarial approach to anomaly detection. Advances in Intelligent Systems and Computing. Springer series. Proceedings of SAI Intelligent Systems Conference, Springer, pp. 761-776. 2020 [DOI]
Lara Raad, Maria Oliver, Coloma Ballester, Gloria Haro, Enric Meinhardt-Llopis. On anisotropic optical flow inpainting algorithms. IPOL Journal, 10. pp. 78-104. 2020. [DOI]
Adrià Arbués-Sangu?esa, Adrián Martin, Javier. Fernández, Carlos Rodríguez, Gloria Haro, and Coloma Ballester. Always Look on the Bright Side of the Field: Merging Pose and Contextual Data to Estimate Orientation of Soccer Players. In Proceedings of the IEEE International Conference on Image Processing (ICIP). 2020.
Melani Sanchez-Garcia, Ruben Martinez-Cantin, Jesus Bermudez-Cameo and Jose J. Guerrero (2020) Influence of field of view in visual prostheses design: Analysis with a VR system. Journal of Neural Engineering, 17(5):056002.
Melani Sanchez-Garcia, Ruben Martinez-Cantin and Jose J. Guerrero (2020) Semantic and structural image segmentation for prosthetic vision. PLOS One, 15(1):e0227677.
Ruben Martinez-Cantin (2019) Funneled Bayesian Optimization for Design, Tuning and Control of Autonomous Systems. IEEE Transactions on Cybernetics, 49(4):1489-1500.
Javier Rodriguez-Puigvert, Ruben Martinez-Cantin and Javier Civera (2022) Bayesian Deep Neural Networks for Supervised Learning Single-View Depth. IEEE Robotics and Automation Letters. vol. 7, no. 2, pp. 2565-2572, April 2022, doi: 10.1109/LRA.2022.3142915.
Lorenzo Mur-Labadia and Ruben Martinez-Cantin (2021) Bayesian prediction of affordances from images. In IROS 2021 Workshop on Egocentric vision for interactive perception, learning, and control.
Javier Garcia-Barcos and Ruben Martinez-Cantin (2021) Robust policy search for robot navigation. IEEE Robotics and Automation Letters, 6(2):2389-2396.
V. Javier Traver, Dima Damen: Egocentric video summarisation via purpose-oriented frame scoring and selection. Expert Syst. Appl. 189: 116079 (2022) [DOI]
R. Delgado-Escaño, F. M. Castro, N. Guil and M. J. Marín-Jiménez, "GaitCopy: Disentangling Appearance for Gait Recognition by Signature Copy," in IEEE Access, vol. 9, pp. 2021
Manuel J. Marín-Jiménez, Francisco M. Castro, Rubén Delgado-Escaño, Vicky Kalogeiton, and Nicolas Guil. "UGaitNet: Multimodal Gait Recognition With Missing Input Modalities". IEEE TIFS, vol 16, 2021, pp 5452-5462
Z. Mu, F. M. Castro, M. J. Marín-Jiménez, N. Guil, Y. -R. Li and S. Yu, "ReSGait: The Real-Scene Gait Dataset," 2021 IEEE International Joint Conference on Biometrics (IJCB), 2021, pp. 1-8
S. Felicioni, M. Dimiccoli. Interaction-GCN: a Graph Convolutional Network based framework for social interaction recognition in egocentric videos. Proceedings of the IEEE International Conference on Image Processing (ICIP), September 2021, Anchorage, Alaska.
A. Cartas, E. Talavera, P. Radeva, M. Dimiccoli. Understanding Event Boundaries for Egocentric Activity Recognition from Photo-Streams. Proceedings of the International Conference in Pattern Recognition (ICPR), EgoApp Workshop. January 2021, Milan, Italy.
M. Dimiccoli, L. Garrido, G. Rodriguez, H. Wendt. Graph constrained data representation learning for human motion segmentation. Proceedings of the IEEE International Conference on Computer Vision (ICCV), October 2021, virtual.
Francisco Barranco, Cornelia Fermüller, Yiannis Aloimonos, Eduardo Ros: Joint direct estimation of 3D geometry and 3D motion using spatio temporal gradients. Pattern Recognit. 113: 107759 (2021)
Deniz, J. D., J. Isern, J. Solanti, P. Jääskeläinen, P. Hnetynka, L. Bulej, E. Ros, and F. Barranco. "Efficient reconfigurable CPS for monitoring the elderly at home via Deep Learning." (2022). Submitted to Expert Systems with Applications (under review).
Isern, J., F. Barranco, D. Deniz, J. Lesonen, J. Hannuksela, and R. R. Carrillo. "Reconfigurable cyber-physical system for critical infrastructure protection in smart cities via smart video-surveillance." Pattern Recognition Letters 140 (2020): 303-309.
Isern, J., G. Jimenez-Perera, L. Medina, P. Chaves, D. Pampliega, F. Ramos, and F. Barranco. "A Cyber-Physical System for integrated remote control and protection of smart grid critical infrastructures." (2021). Submitted to Journal of Signal Processing Systems.
Adrià Arbués-Sangüesa, Adrián Martín, Javier Fernández, Gloria Haro, and Coloma Ballester. Towards Soccer Pass Feasibility Maps: the Role of Players' Orientation. Journal of Sports Sciences. pp.1-14. 2021. DOI: 10.1080/02640414.2021.1959176
Thomas Batard, Gloria Haro and Coloma Ballester. DIP-VBTV: A Color Image Restoration Model Combining a Deep Image Prior and a Vector Bundle Total Variation. SIAM Journal on Imaging Sciences 14, no. 4 (2021): pp. 1816-1847. 2021.
Adrià Arbués-Sangüesa, Adrian Martin, P. Granero, Coloma Ballester, and Gloria Haro. Learning Football Body-Orientation as a Matter of Classification. AI for Sports Analytics Workshop at 30th International Joint Conference on Artificial Intelligence (ICJAI-2021). 2021. https://arxiv.org/abs/2106.00359
Alejandro Cartas, Adrià Arbués-Sangüesa, Gloria Haro and Coloma Ballester. Towards Video Summarization: A Temporal Multimodal Method for Action Spotting in Sports Videos. IROS Workshop: Egocentric vision for interactive perception, learning, and control (EgoVIP 2021). October 2021
Coloma Ballester, Aurélie Bugeau, Samuel Hurault, Simone Parisotto, Patricia Vitoria. An Analysis of Generative Methods for Multiple Image Inpainting. Handbook of Mathematical Models and Algorithms in Computer Vision and Imaging. Springer Nature Book. 2021. To appear.
Coloma Ballester, Hernan Carrillo, Michaël Clément, Patricia Vitoria. Analysis of Different Losses for Deep Learning Image Colorization. Handbook of Mathematical Models and Algorithms in Computer Vision and Imaging. Springer Nature Book. 2021. To appear.

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