First Principles of Computer Vision

First Principles of Computer Vision is a lecture series presented by Shree Nayar, T. C. Chang Professor of Computer Science in the School of Engineering at Columbia University. Computer Vision is the enterprise of building machines that “see.” This series focuses on the physical and mathematical underpinnings of vision and has been designed ...

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Overview | Image Formation

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Pinhole and Perspective Projection | Image Formation

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Overview | Structure from Motion

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Overview | Camera Calibration

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Computing Homography | Image Stitching

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Motion Field and Optical Flow | Optical Flow

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Overview | Image Processing II

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References and Credits | Introduction

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