Direct Linear Transformation: Practical Applications and Techniques in Computer Vision

· Computer Vision Libro 42 · One Billion Knowledgeable
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What is Direct Linear Transformation

Direct linear transformation, also known as DLT, is an algorithm that solves a set of variables by using a set of similarity relations as the working set. In the field of projective geometry, this kind of relation is encountered quite frequently. Examples that are applicable to real-world situations include homographies and the relationship between three-dimensional points in a scene and their projection onto the image plane of a pinhole camera.


How you will benefit


(I) Insights, and validations about the following topics:


Chapter 1: Direct linear transformation


Chapter 2: Linear map


Chapter 3: Linear subspace


Chapter 4: Cholesky decomposition


Chapter 5: Invertible matrix


Chapter 6: Quadratic form


Chapter 7: Homogeneous function


Chapter 8: Kernel (linear algebra)


Chapter 9: Plücker coordinates


Chapter 10: TP model transformation in control theory


(II) Answering the public top questions about direct linear transformation.


(III) Real world examples for the usage of direct linear transformation in many fields.


Who this book is for


Professionals, undergraduate and graduate students, enthusiasts, hobbyists, and those who want to go beyond basic knowledge or information for any kind of Direct Linear Transformation.

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