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3D Reconstruction - Single Viewpoint
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3D Reconstruction - Single Viewpoint

Master 3D scene reconstruction techniques, from radiometry to active illumination. Perfect for computer vision beginners.

Course Cost

Free course

Beginner

Skill Level

86 Hours

Self-paced lessons

This course cannot be purchased separately - to access the complete learning experience, graded assignments, and earn certificates, you'll need to enroll in the full First Principles of Computer Vision Specialization program. You can audit this specific course for free to explore the content, which includes access to course materials and lectures. This allows you to learn at your own pace without any financial commitment.

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4.9

4,316 Enrolled

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English

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olive-leaves-logo

4.9

4,316 Enrolled

olive-leaves-logo

English

What you'll learn

  • Learn fundamental radiometric concepts and light interaction

  • Master reflectance models and surface appearance mechanisms

  • Develop methods for shape recovery from surface shading

  • Understand and implement photometric stereo techniques

  • Explore depth from focus and defocus principles

  • Master active illumination methods for 3D reconstruction

Skills you'll gain

3D Reconstruction
Computer Vision
Photometric Stereo
Radiometry
Surface Modeling
Image Processing
Depth Mapping
Active Illumination
Shape Recovery
BRDF

This course includes:

6.7 Hours PreRecorded video

31 assignments

Access on Mobile, Tablet, Desktop

FullTime access

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Certificate
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Share your certificate with prospective employers and your professional network on LinkedIn.

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Top companies offer this course to their employees

Top companies provide this course to enhance their employees' skills, ensuring they excel in handling complex projects and drive organizational success.

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There are 6 modules in this course

This comprehensive course focuses on recovering 3D structure from 2D images using a stationary camera. Students learn essential radiometric concepts, shape recovery techniques, and advanced methods like photometric stereo and depth from defocus. The curriculum covers both theoretical foundations and practical applications, from basic reflectance models to industrial automation solutions. The course emphasizes hands-on learning through multiple assignments and real-world examples, preparing students for both academic research and industry applications.

Getting Started: 3D Reconstruction - Single Viewpoint

Module 1 · 2 Hours to complete

Radiometry and Reflectance

Module 2 · 19 Hours to complete

Photometric Stereo

Module 3 · 19 Hours to complete

Shape from Shading

Module 4 · 16 Hours to complete

Depth from Defocus

Module 5 · 13 Hours to complete

Active Illumination Methods

Module 6 · 17 Hours to complete

Fee Structure

Reviews

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Faculties

These are the expert instructors who will be teaching you throughout the course. With a wealth of knowledge and real-world experience, they're here to guide, inspire, and support you every step of the way. Get to know the people who will help you reach your learning goals and make the most of your journey.

3D Reconstruction - Single Viewpoint

Beginner

Skill Level

86 Hours

Self-paced lessons

Course Cost

Free course

Completion

CERTIFICATE

Frequently asked Questions

Below are some of the most commonly asked questions about this course. We aim to provide clear and concise answers to help you better understand the course content, structure, and any other relevant information. If you have any additional questions or if your question is not listed here, please don't hesitate to reach out to our support team for further assistance.