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Journal of Mathematical Problems, Equations and Statistics
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P-ISSN: 2709-9393, E-ISSN: 2709-9407
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2020, Vol. 1, Issue 2, Part A


Applications of Matrices in Computer Graphics and Image Processing


Author(s): Nidhi Sharma

Abstract:

Matrices are a fundamental concept in mathematics and play a vital role in modern computer graphics and image processing. This research paper explores the applications of matrices in transforming, representing, and analyzing digital images and graphical objects. The study begins with an introduction to matrices and their importance in mathematics and technology, followed by a brief historical background highlighting the contributions of early mathematicians to matrix theory. Fundamental matrix concepts such as types of matrices, matrix operations, determinants, and inverses are discussed to build a strong theoretical foundation. The paper then examines the role of matrices in computer graphics, focusing on two-dimensional and three-dimensional transformations including translation, rotation, and scaling, with special emphasis on homogeneous coordinates. Further, the use of matrices in image processing is analyzed, where digital images are represented as matrices and processed through filtering, enhancement, and edge detection techniques. Finally, the paper discusses real-life applications, advantages, and limitations of matrix-based methods in graphics and image processing. The study highlights how matrices provide an efficient and systematic approach to solving complex problems in visual computing while also addressing computational challenges.



DOI: https://doi.org/10.22271/math.2020.v1.i2a.277

Pages: 74-77 | Views: 292 | Downloads: 231

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Journal of Mathematical Problems, Equations and Statistics
How to cite this article:
Nidhi Sharma. Applications of Matrices in Computer Graphics and Image Processing. Journal of Mathematical Problems, Equations and Statistics. 2020; 1(2): 74-77. DOI: 10.22271/math.2020.v1.i2a.277
Journal of Mathematical Problems, Equations and Statistics
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