Current projects
Fundamental Research Project: Linguistic Atlases / 2024
@ ICS - Institute of Computer Science, Romanian Academy Iasi Branch
Project:
Linguistic atlases. Information systems for computer aided editing and publication of linguistic atlases.
Objectives:
Desktop applications for maps generation and publication of the Romanian Linguistic Atlas by Regions - Synthesis.
Web applications for on-line publication of the dialectal resources from The New Romanian Linguistic Atlas by Regions - Moldova and Bukovina.
Research Project 2 / 2024
@ ICS - Institute of Computer Science, Romanian Academy Iasi Branch
Theme:
Methods of artificial intelligence for analysis, classification and motion analysis in images and video sequences.
Objectives:
Deep learning methods for automatic identification and tracking in video sequences.
Experiments and applications in tracking and movement analysis.
SIMPATIA Project - Grant of the Romanian Academy
@ ICS - Institute of Computer Science, Romanian Academy Iasi Branch
Smart Solutions for Monitoring Traffic Participants using Advanced Artificial Vision and Rigorous Mathematical Modeling
Objectives:
Main objective: Development of advanced strategies for intelligent video monitoring of pedestrian and road traffic participants, based on computer vision mechanisms and rigorous mathematical models
Objective 1: Pre-processing of sequences corresponding to video monitoring using restoration techniques based on second- and fourth-order vector PDE models
Objective 2: Detection, recognition, tracking and analysis of vehicles in traffic using PDE models and machine and deep learning tools
Objective 3: Development of hybrid solutions for intelligent monitoring of pedestrians in public space, combining computer vision mechanisms and non-linear PDE models
Objective 4: Locating, classifying and tracking animals present in traffic and analyzing their behavior using mathematical and artificial vision models.