This course focuses on the recovery of the 3D structure of a scene from its 2D images. In particular, we are interested in the 3D reconstruction of a rigid scene from images taken by a stationary camera (same viewpoint). This problem is interesting as we want the multiple images of the scene to capture complementary information despite the fact that the scene is rigid and the camera is fixed. To this end, we explore several ways of capturing images where each image provides additional information about the scene.
提供方

課程信息
Students should know the fundamentals of linear algebra and calculus. The knowledge of any programming language is beneficial, though not required.
您將學到的內容有
Learn radiometric concepts related to light and how it interacts with scenes.
Understand reflectance models and the different physical mechanisms that determine the appearance of a surface.
Develop a method for recovering the shape of a surface from its shading.
Understand the principle of photometric stereo where a dense surface normal map of the scene is obtained by varying the illumination direction.
您將獲得的技能
- Photometric Stereo
- Depth from Focus and Defocus
- Structed Light Methods
- Reflectance Models
- Radiometry
Students should know the fundamentals of linear algebra and calculus. The knowledge of any programming language is beneficial, though not required.
提供方

哥伦比亚大学
For more than 250 years, Columbia has been a leader in higher education in the nation and around the world. At the core of our wide range of academic inquiry is the commitment to attract and engage the best minds in pursuit of greater human understanding, pioneering new discoveries and service to society.
授課大綱 - 您將從這門課程中學到什麼
Getting Started: 3D Reconstruction - Single Viewpoint
Radiometry and Reflectance
Photometric Stereo
Shape from Shading
關於 First Principles of Computer Vision 專項課程
This specialization presents the first comprehensive treatment of the foundations of computer vision. It focuses on the mathematical and physical underpinnings of vision and has been designed for learners, practitioners and researchers who have little or no knowledge of computer vision. The program includes a series of 5 courses. Any learner who completes this specialization has the potential to build a successful career in computer vision, a thriving field that is expected to increase in importance in the coming decades.

常見問題
我什么时候能够访问课程视频和作业?
我订阅此专项课程后会得到什么?
有助学金吗?
還有其他問題嗎?請訪問 學生幫助中心。