Principal Component Analysis: An Algorithm for Image Recognition - Khushi Khanchandani
-30% ar kodu BOOKS
Piegāde 12-18 darba dienu laikā
30 dienu atgriešanas politika
It has been observed that there are various factors that act as challenges in the process of image recognition like illumination, size, orientation, etc. In recent years, a new view-based approach to image recognition has been developed. In this book, we have analysed Principal Component Analysis, which is one of the most widely used algorithm for image recognition.The origins of PCA lie in multivariate dat ... Pilns apraksts
Jums varētu patikt arī
TOP
Biology: A Global Approach, Global Edition
Neil Campbell, Rebecca Orr, Lisa Urry, Peter Minorsky, Michael Cain, Jane Reece, Steven Wasserman
-30% ar kodu BOOKS
Piegādātāja noliktavā
TOP
Six Not-so-easy Pieces: Einstein's Relativity, Symmetry, and Space-Time
Richard P. Feynman, Robert B. Leighton, Matthew Sands
-30% ar kodu BOOKS
Piegādātāja noliktavā
TOP
Determined: The Science of Life Without Free Will
-30% ar kodu BOOKS
Piegādātāja noliktavā
TOP
The Age of Alchemy: How Early Innovators Shaped Modern Chemistry
-30% ar kodu BOOKS
Piegādātāja noliktavā
TOP
The Secrets of our DNA: How Genetics has Changed the World
-30% ar kodu BOOKS
Piegādātāja noliktavā
TOP
Janeway's Immunobiology
Leslie J. Berg, Kenneth Murphy, Casey Weaver
-30% ar kodu BOOKS
Piegādātāja noliktavā
TOP
How to Solve it: A New Aspect of Mathematical Method
-30% ar kodu BOOKS
Piegādātāja noliktavā
TOP
Why We Sleep: Unlocking the Power of Sleep and Dreams
-30% ar kodu BOOKS
Noliktavā
TOP
The Light Eaters: How the Unseen World of Plant Intelligence Offers a New Understanding of Life on Earth
-30% ar kodu BOOKS
Piegādātāja noliktavā
TOP
Six Easy Pieces: Essentials of Physics Explained by Its Most Brilliant Teacher
Richard P. Feynman, Robert B. Leighton, Matthew Sands
-30% ar kodu BOOKS
Piegādātāja noliktavā
TOP
The Rise and Fall of the Dinosaurs: A New History of a Lost World
-30% ar kodu BOOKS
Piegādātāja noliktavā
TOP
The Rise and Reign of the Mammals: A New History, from the Shadow of the Dinosaurs to Us
-30% ar kodu BOOKS
Piegādātāja noliktavā
TOP
Learn Faster, Perform Better: A Musician's Guide to the Neuroscience of Practicing
-30% ar kodu BOOKS
Piegādātāja noliktavā
TOP
Why Machines Learn: The Elegant Maths Behind Modern AI
-30% ar kodu BOOKS
Piegādātāja noliktavā
TOP
Beyond Inheritance: Our Ever-Mutating Cells and a New Understanding of Health
-30% ar kodu BOOKS
Piegādātāja noliktavā
TOP
The Feynman Lectures on Physics. The New Millennium Edition
Matthew Sands, Robert Leighton, Richard Feynman
-30% ar kodu BOOKS
Piegādātāja noliktavā
TOP
Thing Explainer: Complicated Stuff in Simple Words
-30% ar kodu BOOKS
Piegādātāja noliktavā
TOP
Behave: The Biology of Humans at Our Best and Worst
-30% ar kodu BOOKS
Piegādātāja noliktavā
Aprašymas
It has been observed that there are various factors that act as challenges in the process of image recognition like illumination, size, orientation, etc. In recent years, a new view-based approach to image recognition has been developed. In this book, we have analysed Principal Component Analysis, which is one of the most widely used algorithm for image recognition.The origins of PCA lie in multivariate data analysis; however, it has a wide range of other applications. PCA has been called having one of the most important results from applied linear algebra and perhaps its most common use is as the first step in trying to analyse large data sets. An experiment is described which is conducted to classify the images based on training data set of and observing the accuracy and time taken by the algorithm based on principal component analysis.
Vairāk informācijas
| Autors | Khushi Khanchandani |
|---|---|
| Izdevējs | LAP LAMBERT Academic Publishing |
| Izlaides gads | 2019 |
| Vāka tips | Mīkstais vāks |
| EAN | 9786200436146 |