WHO ARE WE?
The CVBLab research group, belonging to the Instituto de Investigación e Innovación en Bioingeniería (I3B) from the Universitat Politècnica de València, works on signal, image and video processing as well as data analysis and the creation of automatic predictive models.
During the last 20 years, CVBLab has worked in projects focusing on different fields among which diagnostic aid, human behaviour analysis and applications related to the industrial sector stand out. However, the expertise of CVBLab makes possible to apply their techniques to any field in which big data analysis is required with the aim of creating value.
The group is coordinated by Dr. Valery Naranjo, professor of the Departamento de Comunicaciones from the Polytechnic University of Valencia. The team is composed of computer vision and biomedical engineers, PhD students and three post-doctoral researchers.
Publications
Projects
Years of experience
Awards
RESEARH AREAS
ARTIFICIAL INTELLIGENCE
Creation of automatic models through machine learning techniques. Hand-craft feature extraction using signal and image descriptors and learning process by classification algorithms. Approaches based on deep neural networks are also proposed to solve artificial intelligence problems.
IMAGE PROCESSING
Techniques for image enhancement, 2D-3D visualization, object segmentation, image registration, texture analysis and classification are applied to different image modalities: 2D/3D images, depth images or hyperspectral images.
SIGNAL PROCESSING
Any kind of unidimensional signal can be analysed to extract characteristic patterns. Using this relevant information, automatic predictive models and/or in-depth statistical analysis are carried out. In addition, physiological signals are studied to understand the human behaviour.
VIDEO PROCESSING
Algorithms for object detection and tracking, facial recognition or postural analysis have been applied to video surveillance, safety in rail transport, behaviour pattern recognition, augmented reality and old film restoration.
PROJECTS
ADDRESS
Computer Vision and Behaviour Analysis Lab
i3B - Instituto de Investigación e Innovación en Bioingeniería
Universitat Politècnica de València (UPV)
Ciudad Politécnica de la Innovación - Cubo Azul - Edif. 8B - Acceso N
Camino de Vera s/n, 46022 - Valencia (Spain)
QUICK LINKS
FOLLOW US