Image Processing Courses and Certifications

Image Processing in Python

Apply your Python skills to take on image data! From pre-processing to deep learning, you'll discover the many ways you can leverage image data.

• DataCamp
• 12 hours
• On-Demand
• Free Trial Available

Introduction to Industrial Image Processing

The MOOC teaches the basics of industrial image processing - the hardware components, common algorithms and applications.

• edX
• 5 weeks, 3-4 hours a week
• On-Demand
• Free Online Course (Audit)

Edge Detection Techniques in Image Processing - Lecture 3

2 reviews

Explore edge detection techniques in image processing, from basic concepts to advanced algorithms like Canny Edge Detector, with practical applications and evaluation methods.

• YouTube
• 1 hour 10 minutes
• On-Demand
• Free Video

Image Filtering, Convolution, and Edge Detection

Explore image processing techniques including filtering, convolution, and edge detection. Learn about derivatives, noise reduction, and various edge detection algorithms for computer vision applications.

• YouTube
• 1 hour 11 minutes
• On-Demand
• Free Video

CAP5415 - Digital Image Processing: Filtering and Noise Reduction - Lecture 3

Explore image processing fundamentals, including digitization, histograms, noise types, and filtering techniques. Learn about derivatives, averages, and correlation in the context of digital image analysis.

• YouTube
• 1 hour 16 minutes
• On-Demand
• Free Video

Pyramids in Image Processing - Lecture 5

Explore image pyramids, including Gaussian and Laplacian types, their applications in image processing, and techniques like reduction, expansion, and compression.

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

Hough Transform for Image Feature Extraction - Lecture 17

Explore image feature extraction, line fitting techniques, and the Hough Transform for shape detection in computer vision, including practical applications and challenges.

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

Communication University of China

Introduction to Digital Media Technology

Explore the foundations and cutting-edge applications of digital media, from image processing and computer vision to game development and network security technologies.

• XuetangX
• On-Demand
• Free Online Course

Learning HDR Efex Pro 2.0

2 ratings at LinkedIn Learning

A complete high dynamic range workflow, from assembly to adjustment to finishing touches.

• LinkedIn Learning
• 1 hour 21 minutes
• On-Demand
• Free Trial Available

Society for Industrial and Applied Mathematics

Blind Image Deblurring - What is the Next Step?

Explore advanced techniques in blind image deblurring, including surface-aware strategies and Quaternion-based methods for color image restoration, with applications in text and natural image processing.

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

Society for Industrial and Applied Mathematics

Joint Estimation and Contour Detection in Large Scale Image Processing

Explore joint estimation and contour detection in large-scale image processing, focusing on textured image segmentation and image restoration using advanced optimization techniques.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Free Video

Society for Industrial and Applied Mathematics

On and Beyond Total Variation Regularization in Imaging - The Role of Space Variance

Exploring space-variant regularisation models for inverse imaging problems, focusing on Total Variation regularisation and its adaptive improvements for local image structures.

• YouTube
• 1 hour 5 minutes
• On-Demand
• Free Video

Rust

Perceptual Hashing: Finding Visual Similarities Between Images - Rust and Tell

Explore perceptual hashing techniques for identifying visual similarities between images, with practical applications and insights shared by Jan Stępień.

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

EuroPython Conference

Reverse Engineering Art: Creating Photorealistic String Paintings with Python

Discover how to reverse engineer a string art algorithm using Python, covering greedy algorithms, image processing, and performance optimization.

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

The School of Photography

DNG vs RAW - What, Why, and Should You Convert?

Explore the differences, pros, and cons between DNG and native RAW file formats. Learn when to convert and how to make informed decisions for your photography workflow.

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