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Journal Articles
- 2020
[j12]Huy Hieu Pham
, Houssam Salmane, Louahdi Khoudour, Alain Crouzil, Sergio A. Velastin, Pablo Zegers:
A Unified Deep Framework for Joint 3D Pose Estimation and Action Recognition from a Single RGB Camera. Sensors 20(7): 1825 (2020)- 2019
- [j11]Huy-Hieu Pham, Louahdi Khoudour, Alain Crouzil, Pablo Zegers, Sergio A. Velastin:
Learning to recognise 3D human action from a new skeleton-based representation using deep convolutional neural networks. IET Comput. Vis. 13(3): 319-328 (2019) - [j10]Huy Hieu Pham, Houssam Salmane, Louahdi Khoudour, Alain Crouzil, Pablo Zegers, Sergio A. Velastin:
Spatio-Temporal Image Representation of 3D Skeletal Movements for View-Invariant Action Recognition with Deep Convolutional Neural Networks. Sensors 19(8): 1932 (2019) - 2018
- [j9]Huy Hieu Pham, Louahdi Khoudour, Alain Crouzil, Pablo Zegers, Sergio A. Velastin:
Exploiting deep residual networks for human action recognition from skeletal data. Comput. Vis. Image Underst. 170: 51-66 (2018) - [j8]Eder Santana, Matthew S. Emigh, Pablo Zegers, José C. Príncipe:
Exploiting Spatio-Temporal Structure With Recurrent Winner-Take-All Networks. IEEE Trans. Neural Networks Learn. Syst. 29(8): 3738-3746 (2018) - 2016
- [j7]Pablo Zegers, B. Roy Frieden, Carlos Alarcón, Alexis Fuentes:
Information Theoretical Measures for Achieving Robust Learning Machines. Entropy 18(8): 295 (2016) - 2015
- [j6]Pablo Zegers:
Fisher Information Properties. Entropy 17(7): 4918-4939 (2015) - 2014
- [j5]Pablo Huijse, Pablo A. Estévez, Pavlos Protopapas, José C. Príncipe, Pablo Zegers:
Computational Intelligence Challenges and Applications on Large-Scale Astronomical Time Series Databases. IEEE Comput. Intell. Mag. 9(3): 27-39 (2014) - 2013
- [j4]Pablo Zegers, Alexis Fuentes, Carlos Alarcón:
Relative Entropy Derivative Bounds. Entropy 15(7): 2861-2873 (2013) - 2012
- [j3]Pablo Huijse, Pablo A. Estévez, Pavlos Protopapas, Pablo Zegers, José Carlos Príncipe:
An Information Theoretic Algorithm for Finding Periodicities in Stellar Light Curves. IEEE Trans. Signal Process. 60(10): 5135-5145 (2012) - 2011
- [j2]Pablo Huijse, Pablo A. Estévez, Pablo Zegers, José Carlos Príncipe, Pavlos Protopapas:
Period Estimation in Astronomical Time Series Using Slotted Correntropy. IEEE Signal Process. Lett. 18(6): 371-374 (2011) - 2003
- [j1]Pablo Zegers, Malur K. Sundareshan:
Trajectory generation and modulation using dynamic neural networks. IEEE Trans. Neural Networks 14(3): 520-533 (2003)
Conference and Workshop Papers
- 2019
- [c11]Huy Hieu Pham, Houssam Salmane, Louahdi Khoudour, Alain Crouzil, Pablo Zegers, Sergio A. Velastin:
A Deep Learning Approach for Real-Time 3D Human Action Recognition from Skeletal Data. ICIAR (1) 2019: 18-32 - 2018
- [c10]Huy-Hieu Pham, Louahdi Khoudour, Alain Crouzil, Pablo Zegers, Sergio A. Velastin:
Skeletal Movement to Color Map: A Novel Representation for 3D Action Recognition with Inception Residual Networks. ICIP 2018: 3483-3487 - 2016
- [c9]Panos Sourtzinos, Sergio A. Velastin, Miguel Jara, Pablo Zegers, Dimitrios Makris:
People Counting in Videos by Fusing Temporal Cues from Spatial Context-Aware Convolutional Neural Networks. ECCV Workshops (2) 2016: 655-667 - 2010
- [c8]Pablo A. Estévez, Pablo Huijse, Pablo Zegers, José C. Príncipe, Pavlos Protopapas:
Period detection in light curves from astronomical objects using correntropy. IJCNN 2010: 1-7 - 2009
- [c7]Rodolfo García-Rodríguez, Pablo Zegers, Vicente Parra-Vega:
Bounded-time system identification under neuro-sliding training. IJCNN 2009: 932-937 - 2007
- [c6]Pablo Zegers, Gonzalo Correa:
Boosting Learning Machines with Function Compositions to Avoid Local Minima in Regression Problems. IJCNN 2007: 1990-1994 - 2006
- [c5]Pablo Zegers, Jose G. Johnson:
Consistent Density Function Estimation with Multilayer Perceptrons. IJCNN 2006: 1128-1135 - [c4]Pablo Zegers, Jose G. Johnson:
Exponential Transitions: Telltale Sign of Consistency in Learning Systems. IJCNN 2006: 1533-1539 - [c3]José Delpiano, Pablo Zegers:
Semi-Autonomous Neural Networks Differential Equation Solver. IJCNN 2006: 1863-1869 - 2002
- [c2]Pablo Zegers, Malur K. Sundareshan:
Determining The Degree of Generalization Using An Incremental Learning Algorithm. HIS 2002: 261-270 - 2000
- [c1]Pablo Zegers, Malur K. Sundareshan:
Periodic Motions, Mapping Ordered Sequences, and Training of Dynamic Neural Networks to Generate Continuous and Discontinuous Trajectories. IJCNN (3) 2000: 9-14
Editorship
- 2013
- [e1]Pablo A. Estévez, José Carlos Príncipe, Pablo Zegers:
Advances in Self-Organizing Maps - 9th International Workshop, WSOM 2012, Santiago, Chile, December 12-14, 2012, Proceedings. Advances in Intelligent Systems and Computing 198, Springer 2013, ISBN 978-3-642-35229-4 [contents]
Informal and Other Publications
- 2022
- [i11]Hieu H. Pham, Louahdi Khoudour, Alain Crouzil, Pablo Zegers, Sergio A. Velastin:
Video-based Human Action Recognition using Deep Learning: A Review. CoRR abs/2208.03775 (2022) - 2019
- [i10]Huy-Hieu Pham, Houssam Salmane, Louahdi Khoudour, Alain Crouzil, Pablo Zegers, Sergio A. Velastin:
A Deep Learning Approach for Real-Time 3D Human Action Recognition from Skeletal Data. CoRR abs/1907.03520 (2019) - [i9]Huy-Hieu Pham, Houssam Salmane, Louahdi Khoudour, Alain Crouzil, Pablo Zegers, Sergio A. Velastin:
A Unified Deep Framework for Joint 3D Pose Estimation and Action Recognition from a Single RGB Camera. CoRR abs/1907.06968 (2019) - 2018
- [i8]Huy-Hieu Pham, Louahdi Khoudour, Alain Crouzil, Pablo Zegers, Sergio A. Velastin:
Learning and Recognizing Human Action from Skeleton Movement with Deep Residual Neural Networks. CoRR abs/1803.07780 (2018) - [i7]Huyhieu Pham, Louahdi Khoudour, Alain Crouzil, Pablo Zegers, Sergio A. Velastin:
Exploiting deep residual networks for human action recognition from skeletal data. CoRR abs/1803.07781 (2018) - [i6]Huy-Hieu Pham, Louahdi Khoudour, Alain Crouzil, Pablo Zegers, Sergio A. Velastin:
Skeletal Movement to Color Map: A Novel Representation for 3D Action Recognition with Inception Residual Networks. CoRR abs/1807.07033 (2018) - [i5]Huy-Hieu Pham, Louahdi Khoudour, Alain Crouzil, Pablo Zegers, Sergio A. Velastin:
Learning to Recognize 3D Human Action from A New Skeleton-based Representation Using Deep Convolutional Neural Networks. CoRR abs/1812.10550 (2018) - 2015
- [i4]Pablo Huijse, Pablo A. Estévez, Pavlos Protopapas, José C. Príncipe, Pablo Zegers:
Computational Intelligence Challenges and Applications on Large-Scale Astronomical Time Series Databases. CoRR abs/1509.07823 (2015) - 2014
- [i3]Pavlos Protopapas, Pablo Huijse, Pablo A. Estévez, Pablo Zegers, José C. Príncipe:
A Novel, Fully Automated Pipeline for Period Estimation in the EROS 2 Data Set. CoRR abs/1412.1840 (2014) - 2012
- [i2]Pablo Huijse, Pablo A. Estévez, Pavlos Protopapas, Pablo Zegers, José C. Príncipe:
An Information Theoretic Algorithm for Finding Periodicities in Stellar Light Curves. CoRR abs/1212.2398 (2012) - 2011
- [i1]Pablo Huijse, Pablo A. Estévez, Pablo Zegers, José Carlos Príncipe, Pavlos Protopapas:
Period Estimation in Astronomical Time Series Using Slotted Correntropy. CoRR abs/1112.2962 (2011)
Coauthor Index
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