Displaying 328 resources

AI4Media Workshop on GANs for Media Content Generation

Generative Adversarial Networks (GANs) are part of the cutting edge in recent machine learning research.
Category
Data for AI
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

Introduction to Image Processing

This lecture overviews  digital images, image processing and image analysis. 1D signals, 2D signals (images), 3D signals (videos, medical volumes) are presented. Multichannel images, e.g., color and multispectral images come next.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Computational Geometry

This lecture overviews Computational Geometry that has many applications in Computer Graphics, Robotics, Geographic Information Systems, CAD/CAM.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Mathematical Morphology

This lecture overviews Mathematical Morphology  that has many applications in digital image processing, analysis and computer vision.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

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