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.
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
This course includes:
6.7 Hours PreRecorded video
31 assignments
Access on Mobile, Tablet, Desktop
FullTime access
Shareable certificate
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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
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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.
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.




