Classification of Marble Using Image Processing Techniques: Image Classification Using Machine Learning - Fisha Haileslassie
-30% koodiga BOOKS
Saadetis 12-18 tööpäeva jooksul
30-päevane tagastamisõigus
This study attempted to develop a Marble quality classification model by comparing color, texture, and ensemble of color and texture. The image processing technique based on combined texture and color features was examined to achieve good results. Averages of 60 pictures taken for each marble (grade A, grade B, grade C). A grayscale coexistence matrix used for texture and color histogram for color extractio ... Täielik kirjeldus
Võib-olla meeldib sulle ka
TOP
Gödel, Escher, Bach: An Eternal Golden Braid
-30% koodiga BOOKS
Meie tarnija laos
TOP
If Anyone Builds It, Everyone Dies: Why Superhuman AI Would Kill Us All
Eliezer Yudkowsky, Nate Soares
-30% koodiga BOOKS
Meie tarnija laos
TOP
AI Engineering: Building Applications with Foundation Models
-30% koodiga BOOKS
Meie tarnija laos
TOP
Empire of AI: Dreams and Nightmares in Sam Altman's OpenAI
-30% koodiga BOOKS
Meie tarnija laos
TOP
The Pragmatic Programmer: journey to mastery, 20th Anniversary Edition, 2/e: your journey to mastery, 20th Anniversary Edition
-30% koodiga BOOKS
Meie tarnija laos
TOP
The Rust Programming Language
Steve Klabnik, Carol Nichols, Chris Krycho
-30% koodiga BOOKS
Meie tarnija laos
TOP
How Linux Works: What Every Superuser Should Know
-30% koodiga BOOKS
Meie tarnija laos
TOP
How To Think About AI: A Guide For The Perplexed
-30% koodiga BOOKS
Meie tarnija laos
TOP
The Art of Game Design: A Book of Lenses
-30% koodiga BOOKS
Meie tarnija laos
TOP
Artificial Intelligence: A Modern Approach, Global Edition
-30% koodiga BOOKS
Meie tarnija laos
TOP
Python Crash Course: A Hands-On, Project-Based Introduction to Programming
-30% koodiga BOOKS
Meie tarnija laos
TOP
CompTIA Security+ Certification Kit: Exam SY0-701
-30% koodiga BOOKS
Meie tarnija laos
TOP
Fundamentals of Software Architecture: A Modern Engineering Approach
-30% koodiga BOOKS
Meie tarnija laos
TOP
Speak Data: Artists, Scientists, Thinkers, and Dreamers on How We Live Our Lives in Numbers
-30% koodiga BOOKS
Meie tarnija laos
TOP
Linux Basics for Hackers, 2nd Edition: Getting Started with Networking, Scripting, and Security in Kali
-30% koodiga BOOKS
Meie tarnija laos
TOP
HBR Guide to Generative AI for Managers
-30% koodiga BOOKS
Meie tarnija laos
TOP
Hackers. 25th Anniversary Edition: Heroes of the Computer Revolution
-30% koodiga BOOKS
Meie tarnija laos
TOP
The Web Application Hacker's Handbook: Discovering and Exploiting Security Flaws
-30% koodiga BOOKS
Meie tarnija laos
Kirjeldus
This study attempted to develop a Marble quality classification model by comparing color, texture, and ensemble of color and texture. The image processing technique based on combined texture and color features was examined to achieve good results. Averages of 60 pictures taken for each marble (grade A, grade B, grade C). A grayscale coexistence matrix used for texture and color histogram for color extraction. Five textures and six color features were extracted from each Marble. To build the models for the prediction K-NN, ANN is examined. Experimental results, the ANN model shows good outcomes with combined texture and color features methods. The average accuracy of 83.3% and 93.7% is achieved for KNN and ANN respectively. Marble fractures and vines of the images have a strong impact on the performance of the classifier.
Lisateave
| Autor | Fisha Haileslassie |
|---|---|
| Kirjastaja | LAP LAMBERT Academic Publishing |
| Väljalaskeaasta | 2020 |
| Kaanetüüp | Pehme kaanega |
| EAN | 9786200535863 |