Automatic detection of nonlesional focal epilepsy using probabilistic deep neural diffusion models
Oct 2023 - Sep 2026 136,250 €
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This project aims to develop an intelligent system to aid in the clinical diagnosis of nonlesional focal epilepsy by analyzing resonance images, more effectively detecting regions associated with nonlesional focal epilepsy, even if these regions are too subtle to the naked eye on the image to be identified exclusively by purely visual inspection.
Detection of anomalous vehicle trajectories on traffic cameras
Mar 2023 - Mar 2024 0 €
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This project aims to develop deep learning models for detection of anomalous vehicle trajectories on traffic cameras.
Developing of optimized NeRFs for detailed scenes
Jan 2023 - Dec 2024 55,000 €
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This project aims to develop a software implementation of an algorithm for generating perspectives from a set of images, so that the new perspectives have different lighting conditions from the original images, as well as producing maps of object surfaces, all achieved by means of neural models of radiance fields.
Finished projects
Unusual behavior detection by using deep learning in low cost intelligent surveillance systems
Automated detection with low cost hardware of unusual activities in video sequences
Recommender intelligent system
Chroma Tool - Vehicles tagging system
Exact and Heuristic Hybrid Algorithms for Multi-Objective Robust Optimization
Video surveillance by active search of anomalous events
Metaheuristics, Holistic Intelligence, and Smart Mobility
GPU acceleration in processing genomic data and high resolution biomedical images.
Self-organizing systems and robust estimators for video surveillance
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LineDock - Dental management web system
Detection of anomalous activities in video sequences by self-organizing neural systems
Developing Self-Organizing Neural Networks for Information Technology
Probabilistic Self-Organizing Models for lossy compressed image restoration
Advanced Tele-Assistance System for elder persons
Efficient techniques of video analysis in advanced architectures
Biomedical image processing in graphics architectures
Self-Organizing Neural Systems for Internet
Intelligent Remote Sensing Systems
Developing methodologies and image processing techniques for manufactured objects recognition
Automated visual sensory measurement, sorting and yield estimation for efficient meat production
Visual detection of deficiencies in oil press by artificial nerual networks