3D Computer Vision | National University of Singapore

Comprehensive introduction to 3D computer vision, covering fundamental concepts, algorithms, and applications for autonomous driving, augmented reality, and 3D modeling.

Introduction

This course provides a comprehensive introduction to 3D computer vision, covering fundamental concepts, algorithms, and applications. Students will learn how to reconstruct 3D information from 2D images, estimate camera parameters, and perform 3D object recognition and scene understanding.

Highlights

• In-depth coverage of 3D reconstruction techniques, including stereo vision, structure from motion, and depth sensors
• Hands-on experience with state-of-the-art 3D computer vision algorithms and tools
• Exploration of various applications, such as autonomous driving, augmented reality, and 3D modeling
• Opportunities to work on real-world projects and datasets

Recommendation

This course is highly recommended for students and professionals interested in computer vision, robotics, and multimedia applications. It provides a solid foundation in 3D computer vision and equips learners with the skills to develop innovative solutions in a wide range of industries.

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