David Fuentes-Jiménez

36 papers A* 1Journal 29Unranked 6

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Explainable Machine-Learning based Detection of Knee Injuries in Runners. CoRR David Fuentes-Jiménez, Sara García de Villa, David Casillas-Pérez, Pablo Floría, Francisco Manuel Melgarejo-Meseguer
2025	J	`jnl`	A Proposal for Automatic Evaluation of Human Functional Limitations in Activities of Daily Living. IEEE J. Biomed. Health Informatics Álvaro Nieva Suárez, Irene Guardiola Luna, Alessandro Melino-Carrero, Marina Murillo-Teruel, Pablo Calvo-del-Castillo, Santiago de-la-Fuente-Lasa, David Fuentes-Jiménez, José Luis Martín Sánchez, Sira E. Palazuelos-Cagigas, Cristina Losada-Gutiérrez, Marta Marrón Romera, Javier Macías Guarasa, Paula Obeso-Benítez, Rosa M. Martínez-Piedrola, Marta Perez-de-Heredia-Torres
2025	—	`conf`	Advanced Machine Learning Techniques for Explainable Detection of Knee Injuries in Runners. MeMeA David Fuentes-Jiménez, Sara García de Villa, David Casillas-Pérez, Pablo Floría, Francisco Manuel Melgarejo-Meseguer
2025	J	`jnl`	Architectural strategies for enhanced NILM classification and anomaly detection: Addressing limited data scenarios. Expert Syst. Appl. Laura de Diego-Otón, Álvaro Hernández, David Fuentes-Jiménez, Rubén Nieto, Víctor M. Navarro
2025	J	`jnl`	MIS-NeRF: neural radiance fields in minimally-invasive surgery. Int. J. Comput. Assist. Radiol. Surg. Samad Barri Khojasteh, David Fuentes-Jiménez, Daniel Pizarro, Yamid Espinel, Adrien Bartoli
2025	J	`jnl`	Monitoring Daily Activities in Households by Means of Energy Consumption Measurements from Smart Meters. J. Sens. Actuator Networks Álvaro Hernández, Rubén Nieto, Laura de Diego-Otón, Jose M. Villadangos Carrizo, Daniel Pizarro, David Fuentes-Jiménez, María Carmen Pérez-Rubio
2025	J	`jnl`	Weakly-Supervised Deep Shape-From-Template. IEEE Access Sara Luengo-Sánchez, David Fuentes-Jiménez, Cristina Losada-Gutiérrez, Daniel Pizarro, Adrien Bartoli
2023	J	`jnl`	Real-time human action recognition using raw depth video-based recurrent neural networks. Multim. Tools Appl. Adrian Sanchez-Caballero, David Fuentes-Jiménez, Cristina Losada-Gutiérrez
2022	J	`jnl`	3DFCNN: real-time action recognition using 3D deep neural networks with raw depth information. Multim. Tools Appl. Adrian Sanchez-Caballero, Sergio de López Diz, David Fuentes-Jiménez, Cristina Losada-Gutiérrez, Marta Marrón Romera, David Casillas-Pérez, Mohammad Ibrahim Sarker
2022	J	`jnl`	Deep Shape-from-Template: Single-image quasi-isometric deformable registration and reconstruction. Image Vis. Comput. David Fuentes-Jiménez, Daniel Pizarro, David Casillas-Pérez, Toby Collins, Adrien Bartoli
2022	J	`jnl`	From Frequency Content to Signal Dynamics Using DNNs. IEEE Access Javier de Pedro Carracedo, David Fuentes-Jiménez, María Fernanda Cabrera-Umpiérrez, Ana González-Marcos
2021	J	`jnl`	Fast heuristic method to detect people in frontal depth images. Expert Syst. Appl. Carlos A. Luna, Cristina Losada-Gutiérrez, David Fuentes-Jiménez, Manuel Mazo
2021	J	`jnl`	People re-identification using depth and intensity information from an overhead camera. Expert Syst. Appl. Carlos A. Luna, Cristina Losada-Gutiérrez, David Fuentes-Jiménez, Manuel Mazo
2021	—	`conf`	Recurrent LSTM Architecture for Appliance Identification in Non-Intrusive Load Monitoring. I2MTC Laura de Diego-Otón, David Fuentes-Jiménez, Álvaro Hernández, Rubén Nieto
2021	J	`jnl`	Semi-Supervised Anomaly Detection in Video-Surveillance Scenes in the Wild. Sensors Mohammad Ibrahim Sarker, Cristina Losada-Gutiérrez, Marta Marrón Romera, David Fuentes-Jiménez, Sara Luengo-Sánchez
2021	J	`jnl`	Texture-Generic Deep Shape-From-Template. IEEE Access David Fuentes-Jiménez, Daniel Pizarro, David Casillas-Perez, Toby Collins, Adrien Bartoli
2021	J	`jnl`	The Isowarp: The Template-Based Visual Geometry of Isometric Surfaces. Int. J. Comput. Vis. David Casillas-Perez, Daniel Pizarro, David Fuentes-Jiménez, Manuel Mazo, Adrien Bartoli
2021	J	`jnl`	Towards dense people detection with deep learning and depth images. Eng. Appl. Artif. Intell. David Fuentes-Jiménez, Cristina Losada-Gutiérrez, David Casillas-Perez, Javier Macías Guarasa, Daniel Pizarro, Roberto Martín-López, Carlos A. Luna
2021	J	`jnl`	Transcending Conventional Biometry Frontiers: Diffusive Dynamics PPG Biometry. Sensors Javier de Pedro Carracedo, David Fuentes-Jiménez, Ana M. Ugena, Ana González-Marcos
2020	—	`conf`	3D Convolutional Neural Network for Falling Detection using Only Depth Information. VISIGRAPP (5: VISAPP) Sara Luengo-Sánchez, Sergio de López Diz, David Fuentes-Jiménez, Cristina Losada-Gutiérrez, Marta Marrón Romera, Ibrahim Sarker
2020	J	`jnl`	3DFCNN: Real-Time Action Recognition using 3D Deep Neural Networks with Raw Depth Information. CoRR Adrian Sanchez-Caballero, Sergio de López Diz, David Fuentes-Jiménez, Cristina Losada-Gutiérrez, Marta Marrón Romera, David Casillas-Perez, Mohammad Ibrahim Sarker
2020	J	`jnl`	DPDnet: A Robust People Detector using Deep Learning with an Overhead Depth Camera. CoRR David Fuentes-Jiménez, Roberto Martín-López, Cristina Losada-Gutiérrez, David Casillas-Perez, Javier Macías Guarasa, Daniel Pizarro, Carlos A. Luna
2020	J	`jnl`	DPDnet: A robust people detector using deep learning with an overhead depth camera. Expert Syst. Appl. David Fuentes-Jiménez, Roberto Martín-López, Cristina Losada-Gutiérrez, David Casillas-Perez, Javier Macías Guarasa, Carlos Andrés Luna Vázquez, Daniel Pizarro
2020	J	`jnl`	Exploiting the ConvLSTM: Human Action Recognition using Raw Depth Video-Based Recurrent Neural Networks. CoRR Adrian Sanchez-Caballero, David Fuentes-Jiménez, Cristina Losada-Gutiérrez
2020	J	`jnl`	Is the PPG Signal Chaotic? IEEE Access Javier de Pedro Carracedo, David Fuentes-Jiménez, Ana M. Ugena, Ana González-Marcos
2020	—	`conf`	Towards Deep People Detection using CNNs Trained on Synthetic Images. VISIGRAPP (5: VISAPP) Roberto Martín-López, David Fuentes-Jiménez, Sara Luengo-Sánchez, Cristina Losada-Gutiérrez, Marta Marrón Romera, Carlos Luna
2020	J	`jnl`	Towards Dense People Detection with Deep Learning and Depth images. CoRR David Fuentes-Jiménez, Cristina Losada-Gutiérrez, David Casillas-Perez, Javier Macías Guarasa, Roberto Martín-López, Daniel Pizarro, Carlos A. Luna
2019	J	`jnl`	Equiareal Shape-from-Template. J. Math. Imaging Vis. David Casillas-Perez, Daniel Pizarro, David Fuentes-Jiménez, Manuel Mazo, Adrien Bartoli
2018	J	`jnl`	Deep Shape-from-Template: Wide-Baseline, Dense and Fast Registration and Deformable Reconstruction from a Single Image. CoRR David Fuentes-Jiménez, David Casillas-Pérez, Daniel Pizarro-Pérez, Toby Collins, Adrien Bartoli
2017	—	`conf`	Robust People Detection and Tracking from an Overhead Time-of-Flight Camera. VISIGRAPP (4: VISAPP) Alvaro Fernandez-Rincon, David Fuentes-Jiménez, Cristina Losada-Gutiérrez, Marta Marrón Romera, Carlos A. Luna, Javier Macías Guarasa, Manuel Mazo
2017	J	`jnl`	Robust people detection using depth information from an overhead Time-of-Flight camera. Expert Syst. Appl. Carlos Andrés Luna Vázquez, Cristina Losada-Gutiérrez, David Fuentes-Jiménez, Alvaro Fernandez-Rincon, Manuel Mazo, Javier Macías Guarasa
2016	—	`conf`	Full Body Gesture Recognition for Human-Machine Interaction in Intelligent Spaces. IWBBIO David Casillas-Perez, Javier Macías Guarasa, Marta Marrón Romera, David Fuentes-Jiménez, Alvaro Fernandez-Rincon
2014	J	`jnl`	Modeling and correction of multipath interference in time of flight cameras. Image Vis. Comput. David Fuentes-Jiménez, Daniel Pizarro, Manuel Mazo, Sira E. Palazuelos
2014	J	`jnl`	Single frame correction of motion artifacts in PMD-based time of flight cameras. Image Vis. Comput. David Fuentes-Jiménez, Daniel Pizarro, Manuel Mazo
2012	A*	`conf`	Modelling and correction of multipath interference in time of flight cameras. CVPR David Fuentes-Jiménez, Daniel Pizarro, Manuel Mazo, Sira E. Palazuelos
2010	J	`jnl`	Localization of Mobile Robots Using Odometry and an External Vision Sensor. Sensors Daniel Pizarro, Manuel Mazo, Enrique Santiso, Marta Marrón, David Fuentes-Jiménez, Santiago Cóbreces, Cristina Losada