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

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

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

IEEE Signal Processing Society

SPACE Webinar Series: Adaptive Dynamic Scanning and Task-Driven Image Reconstruction

Prof. Bin Dong explores signal processing challenges, focusing on image reconstruction, deep learning applications, and task-driven approaches in computer vision and medical imaging.

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

Stuff Made Here

World's Hardest Jigsaw vs. Puzzle Machine - All White

Watch a puzzle machine tackle the world's hardest jigsaw—an all-white puzzle. Explore image processing, mathematical algorithms, and innovative engineering solutions in this challenging project.

• YouTube
• 22 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

Prodramp

LIMoE- Learning Multiple Modalities with One Sparse Mixture-of-Experts Model

Explore LIMoE, a multimodal AI architecture processing images and text with sparse experts. Learn its internals, training, contrastive learning, behavior, and performance.

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

Society for Industrial and Applied Mathematics

Vectorization, Decomposition, and PDE Identification in Imaging and Inverse Problems

Explore image vectorization, decomposition, and PDE identification techniques. Learn about silhouette extraction, image separation, and differential equation recovery from discrete data.

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

Yannic Kilcher

Processing Megapixel Images with Deep Attention-Sampling Models

Explore a novel deep learning approach for efficiently processing high-resolution images by selectively focusing on informative regions, reducing computational costs while maintaining accuracy.

• YouTube
• 17 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

The Julia Programming Language

Seam Carving: Live Coding Session - MIT 18.S191 Fall 2020 - Week 2

Live coding session demonstrating seam carving algorithm implementation in Julia, covering energy calculation, seam generation, and image manipulation techniques for content-aware image resizing.

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

The Julia Programming Language;  MIT

Convolutions in Image Processing - MIT 18.S191 Fall 2020 - Week 1

Explore image processing convolutions, from basic blurs to edge detection, using Julia. Learn about kernels, computational complexity, and connections to Fourier transforms.

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