Multiple View Geometry in Computer Vision | Computer Vision, 3D Reconstruction

youtube.com

Comprehensive overview of multiple view geometry, a fundamental topic in computer vision. Covers mathematical foundations, practical applications, and hands-on implementation of algorithms.

University CoursesComputer Vision

Introduction

This course provides a comprehensive overview of multiple view geometry, a fundamental topic in computer vision. It covers the mathematical foundations and practical applications of techniques used to reconstruct 3D scenes from multiple 2D images.

screenshot

Highlights

Detailed explanation of the underlying geometric principles and mathematical concepts
Hands-on implementation of algorithms for camera calibration, feature matching, and 3D reconstruction
Exploration of advanced topics such as structure from motion and simultaneous localization and mapping (SLAM)
Emphasis on both theoretical understanding and practical problem-solving skills

Recommendation

This course is highly recommended for students and researchers interested in computer vision, robotics, and 3D reconstruction. It provides a solid foundation in the fundamental concepts and techniques of multiple view geometry, making it a valuable resource for anyone looking to deepen their understanding of this important field.

YouTube Videos

How GetVM Works

Learn by Doing from Your Browser Sidebar

Access from Browser Sidebar

Access from Browser Sidebar

Simply install the browser extension and click to launch GetVM directly from your sidebar.

Select Your Playground

Select Your Playground

Choose your OS, IDE, or app from our playground library and launch it instantly.

Learn and Practice Side-by-Side

Learn and Practice Side-by-Side

Practice within the VM while following tutorials or videos side-by-side. Save your work with Pro for easy continuity.

Explore Similar Hands-on Tutorials

UvA Deep Learning Course | Artificial Intelligence | Computer Vision

University CoursesComputer VisionDeep LearningMachine Learning

Comprehensive course on the theory and applications of deep learning, with a focus on computer vision and language modelling. Taught by experienced faculty from the University of Amsterdam.

Computer Vision | Artificial Intelligence | Cornell University

University CoursesArtificial IntelligenceComputer Vision

Explore the foundations of computer vision and AI with hands-on projects. Gain practical experience in implementing cutting-edge algorithms for real-world applications.

OpenCV Tutorials

Technical TutorialsComputer GraphicsComputer VisionOpenCV

Learn image processing, video analysis, and more with hands-on OpenCV tutorials. Suitable for beginners and experienced developers.

Computational Techniques in Pixel Processing | Image Processing, Computer Vision

University CoursesComputer GraphicsComputer VisionImage Processing

Comprehensive course on computational techniques for pixel processing, including image enhancement, restoration, segmentation, and analysis. Taught by expert George Wolberg at Columbia University.

Shape Analysis | Computer Graphics, Computer Vision, Geometric Data Processing

University CoursesComputer GraphicsComputer Vision

Explore the fundamental concepts and techniques of shape analysis at MIT. Hands-on projects, experienced faculty, and a solid foundation in geometric data processing.

High-Level Vision | Computer Vision, Machine Learning, Deep Learning

University CoursesComputer VisionDeep Learning

Comprehensive course on advanced computer vision techniques, including object detection, recognition, and segmentation. Hands-on experience with state-of-the-art algorithms and real-world applications.

Advanced Computer Vision | CBCSL OSU

University CoursesComputer VisionDeep Learning

Comprehensive course on cutting-edge computer vision algorithms, deep learning techniques, and real-world applications.

Introduction to Image Processing & Computer Vision | CBCSL OSU

University CoursesComputer VisionImage Processing

Comprehensive course on image processing and computer vision techniques, taught by experts from Ohio State University's CBCSL.

Image and Multidimensional Signal Processing | Colorado School of Mines

University CoursesComputer VisionSignal Processing

Comprehensive course on image and multidimensional signal processing techniques, with hands-on experience and real-world problem-solving skills.