David Casillas-Perez

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 19

Top Topics

Gesture Recognition

Optimal Segmentation

Production Capacity

Top Venues

Appl. Soft Comput.

Publications

Sancho Salcedo-Sanz, Sara Cornejo-Bueno, David Casillas-Perez, Carlos Camacho-Gómez, Lucas Cuadra, Mihaela I. Chidean, Antonio J. Caamaño
Collaboration and competition spatial complex networks in regional science. J. Ambient Intell. Humaniz. Comput. 15 (3) (2024)
Alberto Palomo-Alonso, David Casillas-Perez, Silvia Jiménez-Fernández, Antonio Portilla-Figueras, Sancho Salcedo-Sanz
CoSeNet: A novel approach for optimal segmentation of correlation matrices. Digit. Signal Process. 144 (2024)
Javier Del Ser, David Casillas-Perez, Laura Cornejo-Bueno, Luis Prieto-Godino, Julia Sanz-Justo, Carlos Casanova-Mateo, Sancho Salcedo-Sanz
Randomization-based machine learning in renewable energy prediction problems: Critical literature review, new results and perspectives. Appl. Soft Comput. 118 (2022)
Alejandro M. Hernández-Díaz, Jorge Pérez-Aracil, David Casillas-Perez, Emiliano Pereira, Sancho Salcedo-Sanz
Hybridizing machine learning with metaheuristics for preventing convergence failures in mechanical models based on compression field theories. Appl. Soft Comput. 130 (2022)
Javier Del Ser, David Casillas-Perez, Laura Cornejo-Bueno, Luis Prieto-Godino, Julia Sanz-Justo, Carlos Casanova-Mateo, Sancho Salcedo-Sanz
Randomization-based Machine Learning in Renewable Energy Prediction Problems: Critical Literature Review, New Results and Perspectives. CoRR (2021)
David Fuentes-Jiménez, Daniel Pizarro, David Casillas-Perez, Toby Collins, Adrien Bartoli
Texture-Generic Deep Shape-From-Template. IEEE Access 9 (2021)
David Fuentes-Jiménez, Cristina Losada-Gutiérrez, David Casillas-Perez, Javier Macías Guarasa, Daniel Pizarro, Roberto Martín-López, Carlos A. Luna
Towards dense people detection with deep learning and depth images. Eng. Appl. Artif. Intell. 106 (2021)
David Casillas-Perez, Daniel Pizarro, David Fuentes-Jiménez, Manuel Mazo, Adrien Bartoli
The Isowarp: The Template-Based Visual Geometry of Isometric Surfaces. Int. J. Comput. Vis. 129 (7) (2021)
Sara García de Villa, Andrea Martínez Parra, Ana Jiménez Martín, Juan Jesús García Domínguez, David Casillas-Perez
ML algorithms for the assessment of prescribed physical exercises. MeMeA (2021)
C. Condemi, David Casillas-Perez, Loretta Mastroeni, Silvia Jiménez-Fernández, Sancho Salcedo-Sanz
Hydro-power production capacity prediction based on machine learning regression techniques. Knowl. Based Syst. 222 (2021)
Rashid Amin, Elisa Rojas, Aqsa Aqdus, Sadia Ramzan, David Casillas-Perez, José M. Arco
A Survey on Machine Learning Techniques for Routing Optimization in SDN. IEEE Access 9 (2021)
Adrian Sanchez-Caballero, Sergio de López Diz, David Fuentes-Jiménez, Cristina Losada-Gutiérrez, Marta Marrón Romera, David Casillas-Perez, Mohammad Ibrahim Sarker
3DFCNN: Real-Time Action Recognition using 3D Deep Neural Networks with Raw Depth Information. CoRR (2020)
David Fuentes-Jiménez, Cristina Losada-Gutiérrez, David Casillas-Perez, Javier Macías Guarasa, Roberto Martín-López, Daniel Pizarro, Carlos A. Luna
Towards Dense People Detection with Deep Learning and Depth images. CoRR (2020)
David Fuentes-Jiménez, Roberto Martín-López, Cristina Losada-Gutiérrez, David Casillas-Perez, Javier Macías Guarasa, Carlos Andrés Luna Vázquez, Daniel Pizarro
DPDnet: A robust people detector using deep learning with an overhead depth camera. Expert Syst. Appl. 146 (2020)
David Casillas-Perez, Carlos Camacho-Gómez, Silvia Jiménez-Fernández, José Antonio Portilla-Figueras, Sancho Salcedo-Sanz
Weighted ABG: A General Framework for Optimal Combination of ABG Path-Loss Propagation Models. IEEE Access 8 (2020)
David Fuentes-Jiménez, Roberto Martín-López, Cristina Losada-Gutiérrez, David Casillas-Perez, Javier Macías Guarasa, Daniel Pizarro, Carlos A. Luna
DPDnet: A Robust People Detector using Deep Learning with an Overhead Depth Camera. CoRR (2020)
David Casillas-Perez, Daniel Pizarro, David Fuentes-Jiménez, Manuel Mazo, Adrien Bartoli
Equiareal Shape-from-Template. J. Math. Imaging Vis. 61 (5) (2019)
David Casillas-Perez, Daniel Pizarro
Solutions of Quadratic First-Order ODEs applied to Computer Vision Problems. CoRR (2017)
David Casillas-Perez, Javier Macías Guarasa, Marta Marrón Romera, David Fuentes-Jiménez, Alvaro Fernandez-Rincon
Full Body Gesture Recognition for Human-Machine Interaction in Intelligent Spaces. IWBBIO (2016)