Displaying 273 resources

Shape Description

This lecture overviews Shape Description that has many applications in object recognition and image compression. It covers the following topics in detail: Chain Codes. Polygonal Contour Approximations. Fourier Descriptors. Quadtrees.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

2D Digital Filter Design and Implementation

This lecture overviews 2D Digital Filter Design and Implementation that has many applications in digital image filtering, computer vision (template matching) and convolutional neural networks .
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

e-Symposium 2023: Algorithmic auditing of political biases in recommender systems

External independent and unobtrusive algorithmic audits offer a fresh perspective for understanding AI-based algorithms used in social media and search engines.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

A Comprehensive Survey of AI-Generated Content (AIGC): A History of Generative AI from GAN to ChatGPT

Recently, ChatGPT, along with DALL-E-2 and Codex,has been gaining significant attention from society.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Special topics in Object Detection

This lecture overviews Special topics in Object Detection that has many applications in embedded computing and drone vision.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

3D Video Coding and Broadcasting

This lecture overviews 3D Video Coding and Broadcasting that has many applications in 3D cinema, 3D TV and 3D video content streaming. It covers the following topics in detail: 3D Video Processing Chain. Video Coding Standards.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Imaging for Drone Safety

This lecture overviews Imaging for Drone Safety that has many applications in autonomous drones.
Category
Data for AI, Systems, methodologies, hardware, and tools, Recommendations towards policy changes
Source
AI-OnDemand

Deep Video Summarization

Nowadays, both social media sites, Media Archiving and Management (MAM) systems, and broadcaster mediatheques store huge amounts of video information.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Edge Detection

This lecture overviews Edge Detection that has many applications in image analysis, notably shape description and object recognition. It covers the following topics in detail: Edge detection using numerical differentiation or image statistics.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Learning on manifolds

The conference paper provides a brief introduction into manifolds from a computer vision perspective. Important manifolds for this research field, like symmetric positive definite matrices and affine transformation matrices, are presented.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Sonar Imaging

This lecture overviews Sonar Imaging that has many applications in autonomous marine vessels. It covers the following topics in detail: Hydro Acoustics, Sonar Hardware, Calibration, Noise reduction, Echograms, Post Processing.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Real-World Data Science Projects Management

Real-World Data Science Projects involve the practical application of data science methodologies to solve real-world problems.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand