This lecture explores various transformer-based approaches that have emerged as powerful alternatives of Convolutional Neural Networks (CNNs) in Computer Vision. read more of Attention and Transformers Networks in Computer Vision Lecture

This short course on Deep Learning and Computer Vision for Industrial Infrastructure Inspection offers a comprehensive overview and in-depth presentation of various computer vision and deep learning challenges encountered during the inspection of industri... read more of Deep learning algorithms for intelligent support of workers

This short course on Deep Learning and Computer Vision for Industrial Infrastructure Inspection offers a comprehensive overview and in-depth presentation of various computer vision and deep learning challenges encountered during the inspection of industri... read more of Visual detection of elongated objects

This short course on Big Data Analytics for Natural Disaster Management (NDM) provides a comprehensive overview and in-depth presentation of advanced technologies involved in the acquisition and analysis of Big Data for NDM. NDM can be greatly improved by... read more of Deep Learning for Post-Earthquake Safety Evaluation of Masonry Buildings

This short course on Big Data Analytics for Natural Disaster Management (NDM) provides a comprehensive overview and in-depth presentation of advanced technologies involved in the acquisition and analysis of Big Data for NDM. NDM can be greatly improved by... read more of Maestro: Forecasting and Risk Management in Forest Fires via IoT Technologies

This short course on Big Data Analytics for Natural Disaster Management (NDM) provides a comprehensive overview and in-depth presentation of advanced technologies involved in the acquisition and analysis of Big Data for NDM. NDM can be greatly improved by... read more of Drone imaging for NDMs

Nowadays, digital videos are everywhere and revolutionize very many domains, notably: -Digital Media (video/movie) Content Production and Broadcasting, -Social Media Streaming and Analytics (g., YouTube), -Mobile computing and streaming -Videoconfer... read more of 2D Object Detection and Tracking Lecture

Nowadays, digital videos are everywhere and revolutionize very many domains, notably: -Digital Media (video/movie) Content Production and Broadcasting, -Social Media Streaming and Analytics (g., YouTube), -Mobile computing and streaming -Videoconfer... read more of 2D Visual Object Tracking Lecture

Nowadays, digital videos are everywhere and revolutionize very many domains, notably: -Digital Media (video/movie) Content Production and Broadcasting, -Social Media Streaming and Analytics (g., YouTube), -Mobile computing and streaming -Videoconfer... read more of Motion Estimation Lecture

Nowadays, digital videos are everywhere and revolutionize very many domains, notably: -Digital Media (video/movie) Content Production and Broadcasting, -Social Media Streaming and Analytics (g., YouTube), -Mobile computing and streaming -Videoconfer... read more of Video Processing and Analysis Module

2D Computer Vision and Image Analysis revolutionize very many domains, notably: -Medical/Biological/Dental Image Analysis and Diagnosis, -Autonomous systems perception -Digital Media (video/image) and Social Media Analytics, -Big Visual Data Analyti... read more of Introduction to 2D Computer Vision Lecture

Our dream to make machines sense and perceive (notably see) comes true: nowadays Computer Vision enables diverse applications: -Autonomous Systems (cars, drones, vessels) Perception, -Robotics Perception and Control, -Intelligent Human-Machine Intera... read more of Object Pose Estimation Lecture