Coursera – Fundamentals of Digital Image and Video Processing 2022-3

Published on: 2022-03-31 18:59:58

Categories: 28

Description

Fundamentals of Digital Image and Video Processing is a digital image and video processing training course published by Coursera. Image and video processing is a relatively modern trend in technology that is used in various scientific and economic fields. In many scientific fields and industrial branches such as astronomy, medical engineering, sales and marketing, art, etc., images and videos are used repeatedly, and computer and accurate processing of information in these multimedia files can make your work very simple and smooth. In this regard, the ability to develop systems and software based on image and video processing is a basic and very important skill for software developers and engineers. One of the most important everyday applications of video and photo processing is the removal of crystalline dots and particles in moving objects and compression, and reducing the size of videos and photos for fast distribution on virtual platforms.

What you will learn in Fundamentals of Digital Image and Video Processing

Principles and applications of image and video processing
Mathematical frameworks and frameworks for explaining and analyzing images and videos
Improve the quality and recovery of multimedia files
Compress multimedia files

Course Specifications

Publisher: Coursera
Instructors: Aggelos K. Katsaggelos
Language: English
Level: Intermediate
institution/university: Northwestern University
Duration: 36 hours

Fundamentals of Digital Image and Video Processing Topics:

Week 1
Introduction to Image and Video Processing
Week 2
Signals and Systems
Week 3
Fourier Transform and Sampling
Week 4
Motion Estimation
Week 5
Image Enhancement
Week 6
Image Recovery: Part 1
Week 7
Image Recovery: Part 2
Week 8
Lossless Compression
Week 9
Image Compression
Week 10
Video Compression
Week 11
Image and Video Segmentation
Week 12
Sparsity