Displaying 266 resources

Digital Image Compression

This lecture overviews Digital Image Restoration that has many applications in scientific/medical imaging and in digital photography.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Computational Aesthetics

This lecture overviews Computational Aesthetics  that has many applications in visual arts and computer graphics. It covers the following topics in detail: Neuroaesthetics. Computational Aesthetics. Critical problems in aesthetics.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Digital Image Formation

This lecture overviews Image Formation, which is of primary importance in ensuring image quality and enabling image processing. It covers the following topics in detail: Light reflection models. Camera structure and models, e.g., Pinhole Camera.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Image Sampling

This lecture overviews spatial image frequency content and image sampling.  Rectangular and hexagonal sampling grids are presented. Sampled image frequency content is analyzed and a 2D version of Shannon theorem is presented.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Digital Image Filtering

This lecture overviews Image Filtering, which is very important to ensure high image quality and image denoising.  It covers the following topics in detail: Image noise. 2D FIR filters, including Moving average filters.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Human Visual System

This lecture overviews the Human Visual System that has many applications in understanding image perception and image quality issues.  It covers the following topics in detail:  Human Visual System (eyes and visual pathway, stereo vision).
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand