Explainable AI (XAI) investigates methods for analyzing or complementing AI models to make the internal logic and output of algorithms transparent and interpretable, making these processes humanly understandable and meaningful. Some might dispute the need for XAI, and it is true that there is no need for explainability in certain applications. This assumption may well be true in cases where the ultimate goal is the maximum performance, for example in a cat-vs-dog image classifier. This is not the case, however, when these applications concern people's lives and well-being. A system proposing a specific amount of a drug to a patient, or a system suggesting prison time for a defendant must have an element of being questionable and reasonable. Explainability of such systems will provide transparency and allow human experts to be advised, rather than blindly rely on them.
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...
Both fixed wing and multicopter UAVs have had a tremendous growth in many applications, such as: -Media Production -Infrastructure Inspection -Surveillance -Semantic mapping -Agriculture inspection -Transportation of goods.
Digital signals are ubiquitous and have many applications in several disciplines: -Digital Media, Social Media (music, voice signals), -Biomedical Signal Analysis and Diagnosis, -Bioinformatics -Autonomous cars, drones, marine vessels, robots -Big ...
Nowadays, digital images and video are everywhere. Image Processing revolutionizes very many domains, notably: -Digital Media (video/image/movie) Content Production and Broadcasting, Social Media Analytics, -Medical/Biological/Dental Imaging and Diagn...
The main goal is to achieve excellence in the HELIOS public lighting remote management system, implemented in more than 40 cities in Spain. We will use AI to predict future breakdowns for both luminaire and eboxes. The necessary data is included
Tool for the discovery of temporal-logic patterns as a binary supervised learning problem
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...
Nowadays, digital images and video are everywhere. Image Processing revolutionizes very many domains, notably: -Digital Media (video/image/movie) Content Production and Broadcasting, Social Media Analytics, -Medical/Biological/Dental Imaging and Diagn...
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...
Nowadays, digital images and video are everywhere. Image Processing revolutionizes very many domains, notably: -Digital Media (video/image/movie) Content Production and Broadcasting, Social Media Analytics, -Medical/Biological/Dental Imaging and Diagn...
3D images are an integral part of scientific imaging, used, e.g., in: -Biomedical imaging (e.g., CT MRI scans) -3D microscopy -Geophysical Prospecting. Furthermore, special types of 3D imaging, notably stereo, are routinely used in 3D cinema and 3...
Dezyne is a programming language and a set of tools to specify, validate, verify, simulate, document, and implement concurrent control software for embedded and cyber-physical systems.