Portal de Transparencia

Actividad investigadora:

• Artículos en revistas
  • [2019] A real-time gesture recognition system using near-infrared imagery
  • [2019] Deep learning to enhance maritime situation awareness
  • [2018] Automatic Depth Extraction from 2D Images Using a Cluster-Based Learning Framework
  • [2018] DroNet: Learning to Fly by Driving
  • [2018] DroNet: Learning to fly by driving
  • [2017] Detecting exercise-induced fatigue using thermal imaging and deep learning
  • [2017] Tiny Hand Gesture Recognition without Localization via a Deep Convolutional Network
  • [2016] A Novel 2D to 3D Video Conversion System Based on a Machine Learning Approach
  • [2016] Fast Image Decoding for Block Compressed Sensing based encoding by using a Modified Smooth l(0) -norm
  • [2016] Hand Gesture Recognition Using Infrared Imagery Provided by Leap Motion Controller
  • [2016] IMPROVED 2D-TO-3D VIDEO CONVERSION BY FUSING OPTICAL FLOW ANALYSIS AND SCENE DEPTH LEARNING
  • [2016] Temporal Pyramid Matching of Local Binary sub-Patterns for Hand-Gesture Recognition
  • [2016] Visual Face Recognition Using Bag of Dense Derivative Depth Patterns
  • [2015] Access Control Based on Visual Face Recognition using Depth Spatiograms of Local Quantized Patterns
  • [2015] EDGE-BASED DEPTH GRADIENT REFINEMENT FOR 2D TO 3D LEARNED PRIOR CONVERSION
  • [2015] Enhanced Automatic 2D-3D Conversion using Retinex in Machine Learning Framework
  • [2015] Enhanced gesture-based human-computer interaction through a compressive sensing reduction scheme of very large and efficient depth feature descriptors
  • [2015] Hand-Gesture-based Human-Machine Interface System using Compressive Sensing
  • [2015] Human-Computer Interaction Based on Visual Recognition using Volumegrams of Local Binary Patterns
  • [2015] Human-action recognition module for the new generation of augmented reality applications
  • [2015] LEARNING-BASED DEPTH ESTIMATION FROM 2D IMAGES USING GIST AND SALIENCY
  • [2015] Novel Multi-Feature Bag-of-Words Descriptor via Subspace Random Projection for Efficient Human-Action Recognition
  • [2015] Real-time Surveillance Application by Multiple Detectors and Compressive Trackers
  • [2014] FAST 2D TO 3D CONVERSION USING A CLUSTERING-BASED HIERARCHICAL SEARCH IN A MACHINE LEARNING FRAMEWORK
  • [2014] High-quality Region-based Foreground Segmentation Using a Spatial Grid of SVM Classifiers
  • [2014] Multi-sensor background subtraction by fusing multiple region-based probabilistic classifiers
  • [2014] New generation of human machine interfaces for controlling UAV through depth based gesture recognition
  • [2013] Inference of Complex Trajectories by Means of a Multibehavior and Multiobject Tracking Algorithm
  • [2012] An Efficient Multiple Object Detection and Tracking Framework for Automatic Counting and Video Surveillance Applications
  • [2011] An advanced Bayesian model for the visual tracking of multiple interacting objects
  • [2010] Robust Tracking in Aerial Imagery Based on an Ego-Motion Bayesian Model
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• Estancias y sabáticos recogidos en programas oficiales
  • [2018] Computer Vision
  • [2017] Hand Gesture Recognition
  • [2016] Compressed sensing
  • [2016] Hand Gesture Recognition
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• Otros méritos
  • [2013] Reviewer of IEEE International Conference on Image Processing
  • [2013] Reviewer of IEEE Signal Processing Letters
  • [2013] Reviewer of IEEE Symposium on Industrial Electronics & Applications (ISIEA)
  • [2013] Reviewer of IEEE Transactions on Image Processing
  • [2013] Reviewer of IEEE Transactions on Signal Processing
  • [2013] Reviewer of Signal, Image and Video Processing (Springer)
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• Patentes
  • [2018] Procedimiento para la detección y localización de humanos en imágenes adquiridas por cámaras omnidireccionales
  • [2017] Procedimiento para la detección y localización de humanos en imágenes adquiridas por cámaras omnidireccionales
• Ponencia en Congresos
  • [2019] Deep Learning to Enhance Maritime Situation Awareness
  • [2019] ImageCLEF 2019: Multimedia Retrieval in Lifelogging, Medical, Nature, and Security Applications
  • [2019] ImageCLEF 2019: Multimedia Retrieval in Medicine, Lifelogging, Security and Nature
  • [2019] Interactive Learning-based Retrieval Technique for Visual Lifelogging
  • [2019] Overview of the ImageCLEFsecurity 2019: File Forgery Detection Tasks
  • [2018] Retrieving Events in Life Logging
  • [2017] Detecting exercise-induced fatigue using thermal imaging and deep learning
  • [2017] Structured learning via convolutional neural networks for vehicle detection
  • [2017] Structured learning via convolutional neural networks for vehicle detection
  • [2016] Fast Image Decoding for Block Compressed Sensing based encoding by using a Modified Smooth L0-norm
  • [2016] Hand Gesture Recognition using Infrared Imagery Provided by Leap Motion Controller
  • [2016] Improved 2D-to-3D video conversion by fusing optical flow analysis and scene depth learning
  • [2015] Access Control Based on Visual Face Recognition Using Depth Spatiograms of Local Quantized Patterns
  • [2015] Edge-based depth gradient refinement for 2D to 3D learned prior conversion
  • [2015] Enhanced automatic 2D-3D conversion using retinex in machine learning framework
  • [2015] Enhanced gesture-based human-computer interaction through a compressive sensing reduction scheme of very large and efficient depth feature descriptors
  • [2015] Hand-gesture-based human-machine interface system using Compressive Sensing
  • [2015] Human-Computer Interaction Based on Visual Recognition using Volumegrams of Local Binary Patterns
  • [2015] Human-action recognition module for the new generation of augmented reality applications
  • [2015] Learning-based depth estimation from 2D images using GIST and saliency
  • [2015] Novel Multi-Feature Bag-of-Words Descriptor via Subspace Random Projection for Efficient Human-Action Recognition
  • [2015] Real-time Surveillance Application by Multiple Detectors and Compressive Trackers
  • [2014] Depth-Based Face Recognition using Local Quantized Patterns Adapted for Range Data
  • [2014] Fast 2D to 3D conversion using a clustering-based hierarchical search in a machine learning framework
  • [2014] High-quality Region-based Foreground Segmentation Using a Spatial Grid of SVM Classifiers
  • [2014] Learning 3D Structure from 2D Images Using LBP Features
  • [2014] New generation of human machine interfaces for controlling UAV through depth based gesture recognition
  • [2013] Seguimiento visual de blancos en imágenes áreas infrarrojas con estabilización avanzada de movimiento de cámara mediante agrupación robusta de correspondencias
  • [2013] Sistema de conteo y detección de blancos en imágenes infrarrojas basado en máquina de soporte vectorial y regresores lineales
  • [2012] A Visual Object Counter Based on a Multimodal Data Association for Embedded Systems with Limited Computational Power
  • [2012] Moving object detection strategy for augmented-reality applications in a GPGPU by using CUDA
  • [2012] Moving object detection strategy for augmented-reality applications in a GPGPU by using CUDA
  • [2011] Bayesian Visual Surveillance: a Model for Detecting and Tracking a variable number of moving objects
  • [2010] Segmentation-Tracking Feedback Approach for High-Performance Video Surveillance Applications
  • [2010] Segmentation-Tracking Feedback Approach for High-Performance Video Surveillance Applications
  • [2010] Visual Tracking of Multiple Interacting Objects through Rao-Blackwellized Data Association Particle Filtering
  • [2009] Object tracking from unstabilized platforms by particle filtering with embedded camera ego motion
  • [2009] Robust automatic target tracking based on a Bayesian ego-motion compensation framework for airborne FLIR imagery
  • [2008] Automatic Feature-Based Stabilization of Video with Intentional Motion through a Particle Filter
  • [2008] Color-based 3D particle filtering for robust tracking in heterogeneous environments
  • [2008] Motion estimation through efficient matching of a reduced number of reliable singular points
  • [2008] Robust 3D People Tracking and Positioning System in a Semi-Overlapped Multi-Camera Environment
  • [2007] Aerial Moving Target Detection Based on Motion Vector Field Analysis
  • [2007] Automatic Aerial Target Detection and Tracking System in Airbone FLIR Images based on Efficient Target Trajectory Filtering
  • [2007] Target Detection through Robust Motion Segmentation and Tracking Restrictions in Aerial FLIR Images
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• Premios
  • [2018] 2017 IEEE Consumer Electronics Society Chester Sall Award for the first place best paper in the IEEE Transactions on Consumer Electronics
  • [2018] Ganador de la competición internacional ImageCLEFlifelog challenge: Lifelog moment retrieval (LMRT)
  • [2018] Premio NVIDIA to selected research projects
  • [2018] Premio a la mejor idea de negocio del Programa de Emprendimiento UPM 2018
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• Proyectos de I+D+i
  • [2019] DEEP LEARNING DETECTION ALGORITHM FOR MARITIME SCENARIOS
  • [2019] FREE VIEW POINT VIDEO SYSTEM FOR VIDEOCONFERENCING
  • [2019] INNOLOG-2018
  • [2018] ADVANCED GESTURE RECOGNITION
  • [2018] CÁTEDRA SGAE
  • [2018] FREE VIEW POINT VIDEO SYSTEM FOR VIDEOCONFERENCING
  • [2018] INNOLOG 2017
  • [2018] RADAR LOOK-LIKE CAPABILITY FOR DETECTING DISTANT TARGETS AT SEA
  • [2017] ADVANCED GESTURE RECOGNITION
  • [2017] AVECA: ANÁLISIS DEL COMPORTAMIENTO DE VEHÍCULOS MEDIANTE CLASIFICACIÓN AUTOMÁTICA
  • [2017] FREE VIEW POINT VIDEO SYSTEM FOR VIDEOCONFERENCING
  • [2017] MR-UHDTV: Mixed Reality over Ultra High Definition Television
  • [2016] ADVANCED GESTURE RECOGNITION
  • [2016] AVECA: ANÁLISIS DEL COMPORTAMIENTO DE VEHÍCULOS MEDIANTE CLASIFICACIÓN AUTOMÁTICA
  • [2016] IVME: Immersive visual media environments
  • [2015] ADVANCED GESTURE RECOGNITION
  • [2015] AVECA: ANÁLISIS DEL COMPORTAMIENTO DE VEHÍCULOS MEDIANTE CLASIFICACIÓN AUTOMÁTICA
  • [2015] Enhanced 3DTV: Adding depth-perception to visual communications (Enhanced 3DTV)
  • [2015] HEVC HYBRID BROADBAND BROADCAST VIDEO SERVICES
  • [2015] ICARE (Innovative Cloud Architecture for Real Entertainment
  • [2015] MR-UHDTV: Mixed Reality over Ultra High Definition Television
  • [2014] ADDING DEPTH-PERCEPTION TO VISUAL COMMUNICATIONS (ENHANCED 3DTV)
  • [2014] ADVANCED GESTURE RECOGNITION
  • [2014] HEVC HYBRID BROADBAND BROADCAST VIDEO SERVICES
  • [2014] ICARE (Innovative Cloud Architecture for Real Entertainment
  • [2014] MIXED REALITY OVER ULTRA HIGH DEFINITION TELEVISION
  • [2014] PLATAFORMA MIDDLEWARE PARA DESARROLLO DE UNA NUEVA GENERACION DE MUNDOS VIRTUALES SOCIALES EN 3D PARA JAGADORES CASUALES
  • [2014] SISTEMA AVANZADO DE GESTIÓN DE CALIDAD MULTISERVICIO IPTV
  • [2014] UltraHD-4D (End to End 4K Ultra High Definition TV for Europe)
  • [2013] ADDING DEPTH-PERCEPTION TO VISUAL COMMUNICATIONS (ENHANCED 3DTV)
  • [2013] BRIDGET (BRIDGING THE GAP FOR ENHANCED BROADCAST)
  • [2013] EADS - Convenio de Teis Doctoral TD-09
  • [2013] HEVC HYBRID BROADBAND BROADCAST VIDEO SERVICES
  • [2013] ICARE (Innovative Cloud Architecture for Real Entertainment
  • [2013] PLATAFORMA MIDDLEWARE PARA DESARROLLO DE UNA NUEVA GENERACION DE MUNDOS VIRTUALES SOCIALES EN 3D PARA JAGADORES CASUALES
  • [2013] SISTEMA AVANZADO DE GESTIÓN DE CALIDAD MULTISERVICIO IPTV
  • [2012] ADDING DEPTH-PERCEPTION TO VISUAL COMMUNICATIONS (ENHANCED 3DTV)
  • [2012] SISTEMA AVANZADO DE GESTIÓN DE CALIDAD MULTISERVICIO IPTV
  • [2011] PLATAFORMA MIDDLEWARE PARA DESARROLLO DE UNA NUEVA GENERACION DE MUNDOS VIRTUALES SOCIALES EN 3D PARA JAGADORES CASUALES
  • [2011] PROCESAMIENTO DE ENTORNOS MEDIANTE INFORMACION VISUAL CONTEXTUALIZADA: ANALISIS DE ENTORNOS COMPLENOS MEDIANTE CAMARAS INTELIGENTES EN RED
  • [2010] ADDING DEPTH-PERCEPTION TO VISUAL COMMUNICATIONS (ENHANCED 3DTV)
  • [2010] DAIMOV . (DETECCION AUTOMÁTICA DE INTERACCIÓN POR MOVIMIENTO).
  • [2010] PLATAFORMA MIDDLEWARE PARA DESARROLLO DE UNA NUEVA GENERACION DE MUNDOS VIRTUALES SOCIALES EN 3D PARA JAGADORES CASUALES
  • [2010] PROCESAMIENTO DE ENTORNOS MEDIANTE INFORMACION VISUAL CONTEXTUALIZADA: ANALISIS DE ENTORNOS COMPLENOS MEDIANTE CAMARAS INTELIGENTES EN RED
  • [2009] PROCESAMIENTO DE ENTORNOS MEDIANTE INFORMACION VISUAL CONTEXTUALIZADA: ANALISIS DE ENTORNOS COMPLENOS MEDIANTE CAMARAS INTELIGENTES EN RED
  • [2009] PROCESAMIENTO MULTIMEDIA DISTRIBUIDO
  • [2008] S0505/TIC-0223 - Procesamiento Multimedia Distribuido (Pro-Multidis-CM)
  • [2008] TEC2007-67764 "Procesamiento de entornos mediante información visual contextualizada: análisis de entornos complejos mediante cámaras inteligentes en red" Smart-Vision
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• Responsabilidades
  • [2010] Revisor, IEEE International Conference on Image Processing
  • [2009] Revisor, IEEE International Conference on Image Processing
• Tesis Doctorales
  • [2018] Advanced face and gesture recognition for visual HMI
  • [2018] From traditional multi-stage learning to end-to-end deep learning for computer vision applications
  • [2011] Visual Object Tracking in Challenging Situations using a Bayesian Perspective