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Subjects
Artificial Intelligence
Computer Vision
Image Processing

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Image Processing Courses and Certifications

Master digital image manipulation, filtering, and computer vision techniques using Python, MATLAB, and specialized tools. Learn edge detection, noise reduction, and face recognition through hands-on projects on YouTube, DataCamp, and Coursera, preparing for careers in AI, medical imaging, and industrial automation.

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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
- Self-Paced
- 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
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DigitalSreeni
Sholl Analysis - Aggregating Profiles from Multiple Soma

Aprenda a realizar análise de Sholl em múltiplos neurônios, combinando perfis de diferentes tamanhos através de interpolação para comparação e cálculo de médias significativas.
- YouTube
- 14 minutes
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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
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Wolfram
A Computational Study of the Internal Structure of Historical Papers - Leonardo da Vinci's Notebooks

Explore computational techniques to analyze Leonardo da Vinci's manuscripts, revealing hidden structural features and enhancing understanding of their origin, sequence, and chronology.
- YouTube
- 30 minutes
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Association for Computing Machinery (ACM)
Chromaticity Gradient Mapping for Interactive Control of Color Contrast in Images and Video

Discover innovative techniques for manipulating color contrast in visual media through interactive chromaticity gradient mapping and advanced control methods.
- YouTube
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NPTEL-NOC IITM
Basic Operations of ImageJ/FIJI, Montage Preparation - Lecture 15

Master basic operations of ImageJ/FIJI using 4D microscopy images and learn how to create montages from 3-color images in this hands-on workshop.
- YouTube
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Confreaks
Creating Full-Color Images Using a 1970s Typewriter - A Vintage Printing Machine Hack

Discover how a vintage typewriter was transformed into a color image printer using 3D-printed glyphs, Technicolor tricks, and KGB-inspired hacks in this fascinating exploration of retro technology innovation.
- YouTube
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NPTEL-NOC IITM
Optical Displacement Sensors and Fiber-Based Sensing for Microrobots - Module 04

Explore optical displacement sensors, light intensity modulation techniques, fiber-based sensors, and image processing methods for advanced microrobotics applications.
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LeadDev
Reimagining the Image Pipeline at Squarespace

Discover how Squarespace transformed their image pipeline to handle petabytes of customer images, serving millions per second while adapting to evolving digital landscape needs.
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javidx9
Bits of Image Processing You Should Know
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Discover 8 essential image processing algorithms applicable beyond images. Learn thresholding, motion detection, filtering, convolution, edge detection, and morphological operations.
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NPTEL; IIT Guwahati
Computer Vision and Image Processing - Fundamentals and Applications

Comprehensive exploration of computer vision and image processing, covering fundamentals, techniques, and applications. Includes image formation, enhancement, segmentation, feature extraction, machine learning, and deep learning for visual data analysis.
- YouTube
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Great Learning
Computer Vision Tutorial - Image Processing - Convolution Neural Network

This Computer Vision Tutorial will introduce you Computer Vision and take you deep into concepts and practical implementation of the subject.
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Image Processing with OpenCV and Python

Learn image processing in Python using matplotlib and OpenCV. Covers reading, manipulating, and saving images, with practical examples for computer vision and data science applications.
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DigitalSreeni
Image Processing Using Pillow in Python

Learn to manipulate images in Python using Pillow library. Covers resizing, cropping, rotating, flipping, and grayscale conversion with practical examples for multiple images.
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