Localization of Mobile Robots Using Odometry and an External Vision Sensor. - Daniel Pizarro 001; Manuel Mazo 001; Enrique Santiso; Marta Marrón; David Fuentes-Jiménez; Santiago Cóbreces; Cristina Losada (Sensors, 2010)

Modelling and correction of multipath interference in time of flight cameras. - David Fuentes-Jiménez; Daniel Pizarro 001; Manuel Mazo 001; Sira E. Palazuelos (CVPR, 2012)

Single frame correction of motion artifacts in PMD-based time of flight cameras. - David Fuentes-Jiménez; Daniel Pizarro 001; Manuel Mazo 001 (Image Vis. Comput., 2014)

Modeling and correction of multipath interference in time of flight cameras. - David Fuentes-Jiménez; Daniel Pizarro 001; Manuel Mazo 001; Sira E. Palazuelos (Image Vis. Comput., 2014)

Full Body Gesture Recognition for Human-Machine Interaction in Intelligent Spaces. - David Casillas-Perez; Javier Macías Guarasa; Marta Marrón Romera; David Fuentes-Jiménez; Alvaro Fernandez-Rincon (IWBBIO, 2016)

Robust People Detection and Tracking from an Overhead Time-of-Flight Camera. - Alvaro Fernandez-Rincon; David Fuentes-Jiménez; Cristina Losada-Gutiérrez; Marta Marrón Romera; Carlos A. Luna; Javier Macías Guarasa; Manuel Mazo 001 (VISIGRAPP (4: VISAPP), 2017)

Robust people detection using depth information from an overhead Time-of-Flight camera. - Carlos Andrés Luna Vázquez; Cristina Losada-Gutiérrez; David Fuentes-Jiménez; Alvaro Fernandez-Rincon; Manuel Mazo 001; Javier Macías Guarasa (Expert Syst. Appl., 2017)

Deep Shape-from-Template: Wide-Baseline, Dense and Fast Registration and Deformable Reconstruction from a Single Image. - David Fuentes-Jiménez; David Casillas-Pérez; Daniel Pizarro-Pérez; Toby Collins; Adrien Bartoli (CoRR, 2018)

Equiareal Shape-from-Template. - David Casillas-Perez; Daniel Pizarro 001; David Fuentes-Jiménez; Manuel Mazo 001; Adrien Bartoli (J. Math. Imaging Vis., 2019)

3D Convolutional Neural Network for Falling Detection using Only Depth Information. - Sara Luengo-Sánchez; Sergio de López Diz; David Fuentes-Jiménez; Cristina Losada-Gutiérrez; Marta Marrón Romera; Ibrahim Sarker (VISIGRAPP (5: VISAPP), 2020)

Towards Deep People Detection using CNNs Trained on Synthetic Images. - Roberto Martín-López; David Fuentes-Jiménez; Sara Luengo-Sánchez; Cristina Losada-Gutiérrez; Marta Marrón Romera; Carlos Luna 002 (VISIGRAPP (5: VISAPP), 2020)

Is the PPG Signal Chaotic? - Javier de Pedro Carracedo; David Fuentes-Jiménez; Ana M. Ugena; Ana González-Marcos (IEEE Access, 2020)

Exploiting the ConvLSTM: Human Action Recognition using Raw Depth Video-Based Recurrent Neural Networks. - Adrian Sanchez-Caballero; David Fuentes-Jiménez; Cristina Losada-Gutiérrez (CoRR, 2020)

DPDnet: A robust people detector using deep learning with an overhead depth camera. - David Fuentes-Jiménez; Roberto Martín-López; Cristina Losada-Gutiérrez; David Casillas-Perez; Javier Macías Guarasa; Carlos Andrés Luna Vázquez; Daniel Pizarro 001 (Expert Syst. Appl., 2020)

Recurrent LSTM Architecture for Appliance Identification in Non-Intrusive Load Monitoring. - Laura de Diego-Otón; David Fuentes-Jiménez; Álvaro Hernández; Rubén Nieto (I2MTC, 2021)

Texture-Generic Deep Shape-From-Template. - David Fuentes-Jiménez; Daniel Pizarro 001; David Casillas-Perez; Toby Collins; Adrien Bartoli (IEEE Access, 2021)

Towards dense people detection with deep learning and depth images. - David Fuentes-Jiménez; Cristina Losada-Gutiérrez; David Casillas-Perez; Javier Macías Guarasa; Daniel Pizarro 001; Roberto Martín-López; Carlos A. Luna (Eng. Appl. Artif. Intell., 2021)

Fast heuristic method to detect people in frontal depth images. - Carlos A. Luna; Cristina Losada-Gutiérrez; David Fuentes-Jiménez; Manuel Mazo 001 (Expert Syst. Appl., 2021)

People re-identification using depth and intensity information from an overhead camera. - Carlos A. Luna; Cristina Losada-Gutiérrez; David Fuentes-Jiménez; Manuel Mazo 001 (Expert Syst. Appl., 2021)

The Isowarp: The Template-Based Visual Geometry of Isometric Surfaces. - David Casillas-Perez; Daniel Pizarro 001; David Fuentes-Jiménez; Manuel Mazo 001; Adrien Bartoli (Int. J. Comput. Vis., 2021)

Transcending Conventional Biometry Frontiers: Diffusive Dynamics PPG Biometry. - Javier de Pedro Carracedo; David Fuentes-Jiménez; Ana M. Ugena; Ana González-Marcos (Sensors, 2021)

Semi-Supervised Anomaly Detection in Video-Surveillance Scenes in the Wild. - Mohammad Ibrahim Sarker; Cristina Losada-Gutiérrez; Marta Marrón Romera; David Fuentes-Jiménez; Sara Luengo-Sánchez (Sensors, 2021)

From Frequency Content to Signal Dynamics Using DNNs. - Javier de Pedro Carracedo; David Fuentes-Jiménez; María Fernanda Cabrera-Umpiérrez; Ana González-Marcos (IEEE Access, 2022)

Deep Shape-from-Template: Single-image quasi-isometric deformable registration and reconstruction. - David Fuentes-Jiménez; Daniel Pizarro 001; David Casillas-Pérez; Toby Collins; Adrien Bartoli (Image Vis. Comput., 2022)

3DFCNN: real-time action recognition using 3D deep neural networks with raw depth information. - Adrian Sanchez-Caballero; Sergio de López Diz; David Fuentes-Jiménez; Cristina Losada-Gutiérrez; Marta Marrón Romera; David Casillas-Pérez; Mohammad Ibrahim Sarker (Multim. Tools Appl., 2022)

Real-time human action recognition using raw depth video-based recurrent neural networks. - Adrian Sanchez-Caballero; David Fuentes-Jiménez; Cristina Losada-Gutiérrez (Multim. Tools Appl., 2023)

Advanced Machine Learning Techniques for Explainable Detection of Knee Injuries in Runners. - David Fuentes-Jiménez; Sara García de Villa; David Casillas-Pérez; Pablo Floría 001; Francisco Manuel Melgarejo-Meseguer (MeMeA, 2025)

Weakly-Supervised Deep Shape-From-Template. - Sara Luengo-Sánchez; David Fuentes-Jiménez; Cristina Losada-Gutiérrez; Daniel Pizarro 001; Adrien Bartoli (IEEE Access, 2025)

Architectural strategies for enhanced NILM classification and anomaly detection: Addressing limited data scenarios. - Laura de Diego-Otón; Álvaro Hernández; David Fuentes-Jiménez; Rubén Nieto; Víctor M. Navarro (Expert Syst. Appl., 2025)

Monitoring Daily Activities in Households by Means of Energy Consumption Measurements from Smart Meters. - Álvaro Hernández; Rubén Nieto; Laura de Diego-Otón; Jose M. Villadangos Carrizo; Daniel Pizarro 001; David Fuentes-Jiménez; María Carmen Pérez-Rubio (J. Sens. Actuator Networks, 2025)

MIS-NeRF: neural radiance fields in minimally-invasive surgery. - Samad Barri Khojasteh; David Fuentes-Jiménez; Daniel Pizarro 001; Yamid Espinel; Adrien Bartoli (Int. J. Comput. Assist. Radiol. Surg., 2025)