Displaying 199 resources

Domain Adaptation

This lecture overviews Domain Adaptation that has many applications in DNN training and adaptation.
Category
Data for AI, Systems, methodologies, hardware, and tools
Source
AI-OnDemand

ECG Signal Analysis

This lecture overviews ECG Signal Analysis as well as other cardiology imaging methods that has many applications in cardiological disorder diagnosis and treatment. It covers the following topics in detail: Background nnowledge of ECG Signals.
Category
Data for AI, Systems, methodologies, hardware, and tools
Source
AI-OnDemand

UAV Infrastructure Inspection

This lecture overviews the use of drones for infrastructure inspection and maintenance. Various types of inspection, e.g., using visual cameras, LIDAR or thermal cameras are reviewed. Primary application area is electric line inspection.
Category
Recommendations towards policy changes
Source
AI-OnDemand

Visual Speech Recognition

This lecture overviews Visual Speech Recognition that has many applications in Human-centered Computing, Image and Video Analysis and Social Media Analytics.
Category
Recommendations towards policy changes
Source
AI-OnDemand

Signal Sampling

This lecture overviews Signal Sampling that has many applications in signal acquisition, processing and analysis. It covers the following topics in detail: Discrete/Continuous Signals, Signal Sampling, Signal Reconstruction, Signal Quantization.
Category
Data for AI, Recommendations towards policy changes
Source
AI-OnDemand

Privacy Protection, Ethics and Regulations for Autonomous Systems

This lecture overviews Privacy Protection, Ethics and Regulations for Autonomous Systems that has many applications in Autonomous cars and drones.
Category
Recommendations towards policy changes, Reasoning and decision-making Technologies
Source
AI-OnDemand

Search-Based Procedural Content Generation: A Taxonomy and Survey

The focus of this survey is on research in applying evolutionary and other metaheuristic search algorithms to automatically generating content for games, both digital and nondigital (such as board games).
Category
Recommendations towards policy changes
Source
AI-OnDemand

Generative Adversarial Networks in Multimedia Content Creation

Deep Convolutional Generative Adversarial Networks (DCGAN) have been used to generate highly compelling pictures or videos, such as manipulated facial animations, interior and outdoor images, videos.
Category
Data for AI
Source
AI-OnDemand

Fast 1D Convolution Algorithms

1D convolutions are extensively used in digital signal processing (filtering/denoising) and analysis (also through CNNs).  As their computational complexity is of the order O(N^2), their fast execution is a must. This lecture will overview
Category
Data for AI, Systems, methodologies, hardware, and tools
Source
AI-OnDemand

e-Symposium 2023: Media portrayals of COVID-19 in British newspapers: A comparative sentiment analysis

This study addresses the lack of a systematic analysis of British COVID-19 discourse during the pandemic, which has sparked intense public debate globally.
Category
Recommendations towards policy changes
Source
AI-OnDemand

Neural Image Compression

This lecture overviews Neural Image Compression that has many applications in image storage and communications.
Category
Data for AI
Source
AI-OnDemand

Multiple Drone Communications

This lecture overviews various concepts related to multiple drone communications: LTE and WiFi communications, LTE communication infrastructure, IP network issues, Security analysis, throughput, latency and quality-of-service issues.
Category
Data for AI, Systems, methodologies, hardware, and tools
Source
AI-OnDemand