3D Reconstruction: Single Viewpoint

Enroll in 3D Reconstruction: Single Viewpoint to explore the foundational techniques for recovering the 3D structure of rigid scenes using 2D images captured from a stationary camera.

This course covers methods such as photometric stereo, depth estimation from defocus, and shape from shading. Gain hands-on experience with active illumination techniques and learn how 3D reconstruction is applied in fields such as robotics, medical imaging, and film production.

Key Benefits

• Foundational Knowledge: Understand the principles of 3D reconstruction and key radiometric concepts for scene recovery.

• Advanced Techniques: Master methods such as photometric stereo, shape from shading, and depth from defocus.

• Practical Applications: Explore the use of 3D reconstruction in robotics, medical imaging, and film special effects.

• Algorithm Implementation: Learn to implement algorithms and models for precise 3D reconstructions.

• Expert Instruction: Gain insights from Dr. Shree Nayar, a leading researcher in computer vision and imaging systems.

Learning Outcomes

By the end of this course, learners will be able to:

• Understand 3D Reconstruction: Grasp the principles and processes involved in creating 3D structures from 2D images.

• Apply Advanced Methods: Utilize techniques such as photometric stereo, shape from shading, and depth from defocus to recover scene properties.

• Explore Active Illumination: Recognize the role of active illumination in improving 3D reconstruction accuracy across various applications.

• Implement Algorithms: Develop and apply algorithms for scene recovery and 3D modeling.

• Connect to Real-World Applications: Identify the significance of 3D reconstruction in fields such as robotics, augmented reality, and medical imaging.

Are you ready to master the science of 3D reconstruction?

Enroll in 3D Reconstruction: Single Viewpoint to gain the skills needed to recover 3D structures and apply advanced imaging techniques. Guided by Dr. Shree Nayar, this course provides the expertise required to excel in fields such as robotics, medical imaging, and film production.