GIUV2013-070
The team works in four main related and simultaneously complementary research lines:
- Pattern Recognition Techniques, Computer Vision and its applications for different problems, mainly content-based image search, distance learning and emotion detection from video sequences.
- Processing of different types of signals, particularly audio and video ones. Group works in this research line include capture, analysis and synthesis of acoustic signals, as well as analysis of video signals, all acting in coordination with the Computer Vision line.
- Design of Intelligent Tutoring Systems (ITSs) with affective capacities. Part of the results obtained from the first and second line of work are used to detect emotions from videos filmed with low-cost hardware by applying techniques specific to the fields of Signal Processing and Computer Vision.
- High-performance and high-availability computer systems offering a fundamental tool for all the previously mentioned fields (pattern recognition, intelligent systems and signal processing) by providing the necessary power in real time whenever required from application areas or in case of high system availability requirements. In this regard,...The team works in four main related and simultaneously complementary research lines:
- Pattern Recognition Techniques, Computer Vision and its applications for different problems, mainly content-based image search, distance learning and emotion detection from video sequences.
- Processing of different types of signals, particularly audio and video ones. Group works in this research line include capture, analysis and synthesis of acoustic signals, as well as analysis of video signals, all acting in coordination with the Computer Vision line.
- Design of Intelligent Tutoring Systems (ITSs) with affective capacities. Part of the results obtained from the first and second line of work are used to detect emotions from videos filmed with low-cost hardware by applying techniques specific to the fields of Signal Processing and Computer Vision.
- High-performance and high-availability computer systems offering a fundamental tool for all the previously mentioned fields (pattern recognition, intelligent systems and signal processing) by providing the necessary power in real time whenever required from application areas or in case of high system availability requirements. In this regard, the latest trends focus on distributed systems, the handling of Big Data and the so-called ¿cloud computing¿: three fundamental aspects in the context of group investigation.
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- Aplicacion de tecnicas de reconocimiento de patrones y vision por computador en diversos campos de investigacion
- Aplicacion de tecnicas de procesamiento de la señal en el analisis y sintesis de señales acusticas
- Mejora de la calidad de Sistemas de Tutorizacion Inteligente (STI), a traves de la personalizacion y el uso de la computacion afectiva
- Resolucion de problemas que requieran altas prestaciones y/o el procesamiento de grandes cantidades de datos
- Mejora de las plataformas distribuidas existentes en sus diferentes aspectos: seguridad, disponibilidad y calidad de servicio y experiencia
- Advanced wireless and mobile communication systems.This line focuses on advanced transmission and reception techniques in modern broadband wireless communication systems, cooperative MIMO transmission and reception, cellular network-based vehicular communications, low-complexity MIMO algorithms, cognitive radio, radio environment maps, deep learning applied to communication problems, and software-defined radios.
- Networks and Telecommunication Systems.This line of research focuses on the development of new network architectures and protocols, as well as on the creation of advanced telecommunication systems to improve communications between users. This work includes the development and implementation of our new services, technologies and network architectures centred on enhancing the quality of the final user´s experience.
- Pattern Recognition and Computer Vision.Recognition and machine learning techniques applied to linear and nonlinear models. Continuous distance learning. Heterogeneous and multi-dimensional data mining, with special emphasis on image analysis and recovery and the processing of audio and video signals.
- Parallel computing and Distributed systems.The line focuses on the application of high performance computing techniques, and the development and optimisation of distributed platforms within the cloud computing paradigm, for Big Data, multimedia applications and intelligent systems problem solving.
- Signal processing (Sound).Advanced methods for the capture, analysis and synthesis of acoustic signals, including musical and voice processes, acoustic simulation of rooms, 3D reproduction methods and intelligent monitoring of acoustic environments.
- Intelligent Tutoring Systems.We are currently working on forms of knowledge representation that allow the supervision of the students tasks resolution, as well as the incorporation of affective support through the detection of emotions by means of typical techniques within the field of computer vision.
| Name | Nature of participation | Entity | Description |
|---|---|---|---|
| MIGUEL AREVALILLO HERRAEZ | Director | Universitat de València | |
| Research team | |||
| JESUS V ALBERT BLANCO | Member | Universitat de València | |
| FRANCESC JOSEP FERRI RABASA | Member | Universitat de València | |
| VICENTE CERVERON LLEO | Member | Universitat de València | |
| SANTIAGO FELICI CASTELL | Member | Universitat de València | |
| JUAN JOSE PEREZ SOLANO | Member | Universitat de València | |
| JUAN GUTIERREZ AGUADO | Member | Universitat de València | |
| JAUME SEGURA GARCIA | Member | Universitat de València | |
| RAÚL PEÑA ORTIZ | Member | Universitat de València | |
| CARMEN BOTELLA MASCARELL | Member | Universitat de València | |
| MAXIMO COBOS SERRANO | Member | Universitat de València | |
| MIGUEL GARCIA PINEDA | Member | Universitat de València | |
| SANDRA ROGER VAREA | Member | Universitat de València | |
| JOSE MANUEL CLAVER IBORRA | Member | Universitat de València | |
| MARIO ALBERTO MONTAGUT CLIMENT | Member | Universitat de València | |
| JOAQUIN TORRES SOSPEDRA | Member | Universitat de València | |
| DAVID ARNAU VERA | Collaborator | Universitat de València | |
| JOSE MARIA ALCARAZ CALERO | Collaborator | University of The West of Scotland (Escocia) | professor |
| ALADDIN AYESH | Collaborator | De Montfort University (Leicester, Reino Unido) | tenured university professor |
| ANA MARIA TORRES ARANDA | Collaborator | Universidad de Castilla la Mancha | full-time trainee professor (doctor) |
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- Computer Science
- visión; reconocimiento de patrones; grafos; clasificación; aprendizaje automático; inteligencia artificial; aprendizaje de distancias
- computación paralela; sistemas distribuídos; GPU; FPGA; computación reconfigurable; redes de computadores; computación en la nube; big data
- sonido; análisis de señal; micrófonos configurables; procesamiento de señal; señales acústicas
- Sistema Tutorial Inteligente; educación; modelado de usuario; online learning;
- Redes, redes inalámbricas, sistemas de telecomunicación, streaming multimedia, Internet of things, QoS, QoE.
- MIMO, radio definida por software, comunicaciones móviles, comunicaciones vehiculares
