Image Processing Courses and Certifications

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

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

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

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

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

DigitalSreeni

Grain Size Analysis in Python Using a Microscope Image

Automate grain analysis in metal alloys using Python and microscope images. Learn image processing techniques to generate summaries and CSV files for quality control and research.

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

Nicholas Renotte

Bringing Old Images Back to Life with DeOldify AI and Python

Learn to recolor black and white images using DeOldify AI and Python in this beginner-friendly tutorial. Covers setup, implementation, and showcases impressive results.

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

tinyML

In-memory Computing and Dynamic Vision Sensors for Internet of Video Things

Exploring neuromorphic technologies, dynamic vision sensors, and in-memory computing for energy-efficient IoT video applications, with focus on innovative solutions for intelligent transportation and unattended ground sensors.

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

Create Image Captioning Models

Learn to build deep learning models that generate captions for images, covering encoder-decoder architecture, training, and evaluation techniques.

• Google Cloud Skills Boost
• 30 minutes
• On-Demand
• Free Certificate

The Joy of Editing with Dave Kelly

Luminar 4 vs Luminar 3 - Comparing Features and Interface Changes

Explore key differences between Luminar 4 and 3, including interface changes, new tools, and features unique to each version. Learn why using both can enhance your photo editing workflow.

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

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