Digital Image Processing Courses and Certifications

MathWorks

Introduction to Image Processing

11 reviews

Learn essential image processing techniques using MATLAB, including loading, adjusting, segmenting, and enhancing digital images for analysis. Apply skills to real-world scenarios like satellite imagery.

• Coursera
• 9 hours 10 minutes
• On-Demand
• Free Online Course (Audit)

Image Processing and Analysis for Life Scientists

6 ratings at edX

Basic image analysis for life scientists with a non-engineering background. The main goal is to teach how to address and solve scientific questions by state of the art image analysis strategies.

• edX
• 7 weeks, 2-3 hours a week
• On-Demand
• Free Online Course (Audit)

Microcredential

Sparse Representations in Signal and Image Processing

Explore signal and image processing through sparse representations, covering theoretical foundations and practical applications in this advanced-level course.

• edX
• 10 weeks, 5-6 hours a week
• On-Demand
• $298.00
• 2 courses

Regulatory Evaluation of Image Processing Software Devices

1 review

Explore FDA's approach to evaluating image processing software devices in medical settings, focusing on regulatory challenges and considerations.

• YouTube
• 1 hour 14 minutes
• On-Demand
• Free Video

Fundamentals of Digital Image and Video Processing

5 reviews

Learn to process digital images and videos using mathematical frameworks and state-of-the-art techniques. Covers enhancement, recovery, compression, and segmentation, with emphasis on practical applications and modern tools.

• Coursera
• 36 hours
• On-Demand
• Free Online Course (Audit)

MathWorks

Image Processing Onramp

2 reviews

Learn the basics of practical image processing techniques in MATLAB.

• MATLAB Academy
• 2 hours
• On-Demand
• Free Certificate

MathWorks

Automating Image Processing

23 ratings at Coursera

Automate image processing for large datasets and video files using MATLAB. Apply skills to detect cars in noisy traffic footage, enhancing efficiency in engineering and scientific workflows.

• Coursera
• 13 hours 5 minutes
• On-Demand
• Free Online Course (Audit)

DigitalSreeni

Edge Filters for Image Processing

1 review

Edge filters for image processing: Learn Roberts, Sobel, Prewitt, and Canny filters. Practical Python implementation for emphasizing edges in images. Suitable for various applications.

• YouTube
• 23 minutes
• On-Demand
• Free Video

MathWorks Microcredential

Image Processing for Engineering and Science

1 review

Explore image processing techniques for engineering and science applications using MATLAB. Learn to analyze, design, and build systems for real-world scenarios like arctic ice monitoring and MRI analysis.

• Coursera
• 13 weeks, 3 hours a week
• On-Demand
• Paid Course
• 3 courses

IIT Kharagpur;  NPTEL

Digital Image Processing

Learn techniques and algorithms for enhancing, restoring, and analyzing digital images, with applications in various fields including defense, space, and industry.

• Swayam
• 12 weeks
• On-Demand
• Free Online Course

University of Electronic Science and Technology of China

Digital Image Processing

Master fundamental theories and techniques of digital image processing, from vector quantization to morphological operations, developing skills to solve real-life image enhancement, restoration, segmentation, and compression problems.

• XuetangX
• On-Demand
• Free Online Course

Rensselaer Polytechnic Institute

Intro to Digital Image Processing Lectures, Spring 2015

Comprehensive exploration of digital image processing techniques, from fundamentals to advanced topics. Covers acquisition, manipulation, analysis, and applications of digital images across various domains.

• YouTube
• 1 day 8 hours
• On-Demand
• Free Video

Image Processing

Explore 2D Fourier Transform, its applications in image processing, and techniques for image downsampling and upsampling with practical examples.

• YouTube
• 30 minutes
• On-Demand
• Free Video

javidx9

Bits of Image Processing You Should Know

Discover 8 essential image processing algorithms applicable beyond images. Learn thresholding, motion detection, filtering, convolution, edge detection, and morphological operations.

• YouTube
• 37 minutes
• On-Demand
• Free Video

Wade McMaster

Guide to Upscaling AI Art with Topaz Gigapixel AI

Comprehensive tutorial on using Topaz Gigapixel AI for upscaling AI-generated art, covering various models, settings, and techniques to enhance image quality and resolution.

• YouTube
• 22 minutes
• On-Demand
• Free Video