A Review on Steel Surface Image Features Extraction and Representation Methods
| Autor: | Alfian Abdul Halin, Mohammed Waleed Ashour, Fatimah Khalid, Samy H. Darwish, M. M. Abdulrazzaq |
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| Rok vydání: | 2020 |
| Předmět: |
Surface (mathematics)
0209 industrial biotechnology Computer science Feature extraction ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION 02 engineering and technology Surface finish computer.software_genre Domain (software engineering) Visual inspection 020901 industrial engineering & automation 0202 electrical engineering electronic engineering information engineering 020201 artificial intelligence & image processing Data mining Representation (mathematics) computer ComputingMethodologies_COMPUTERGRAPHICS |
| Zdroj: | Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering ISBN: 9783030600358 |
| Popis: | This paper extensively explores and highlights the main issues, concepts and trends related to steel surface image features extraction and representation methods. These methods are widely used in the past years to identify the surface texture and surface detects in several industrial fields. The different analysis techniques used to extract features from steel surface images for the purpose of classification are also explored. Furthermore, this study aims to identify the research gap in steel surface inspection domain by reviewing the previous related works of visual inspection methods and exploring their main outcomes, limitations and how they are solved in their fields. |
| Databáze: | OpenAIRE |
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