Über lernende optische Inspektion am Beispiel der Schüttgutsortierung
Automated visual inspection is an integral part in industrial manufacturing processes, but development and setup of such systems is very costly. Machine learning significantly reduces the effort of and speeds up both tasks. This work develops several machine learning methods suitable for automated v...
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| Main Author: | |
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| Format: | Electronic Book Chapter |
| Published: |
KIT Scientific Publishing
2018
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| Series: | Schriftenreihe Automatische Sichtprüfung und Bildverarbeitung
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| Subjects: | |
| Online Access: | DOAB: download the publication DOAB: description of the publication |
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| 020 | |a KSP/1000085620 | ||
| 020 | |a 9783731508427 | ||
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| 024 | 7 | |a 10.5445/KSP/1000085620 |c doi | |
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| 042 | |a dc | ||
| 100 | 1 | |a Richter, Matthias |4 auth | |
| 245 | 1 | 0 | |a Über lernende optische Inspektion am Beispiel der Schüttgutsortierung |
| 260 | |b KIT Scientific Publishing |c 2018 | ||
| 300 | |a 1 electronic resource (XVI, 283 p. p.) | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 490 | 1 | |a Schriftenreihe Automatische Sichtprüfung und Bildverarbeitung | |
| 506 | 0 | |a Open Access |2 star |f Unrestricted online access | |
| 520 | |a Automated visual inspection is an integral part in industrial manufacturing processes, but development and setup of such systems is very costly. Machine learning significantly reduces the effort of and speeds up both tasks. This work develops several machine learning methods suitable for automated visual inspection. The methods augment each other and can be used for a wide range of products. | ||
| 540 | |a Creative Commons |f https://creativecommons.org/licenses/by-sa/4.0/ |2 cc |4 https://creativecommons.org/licenses/by-sa/4.0/ | ||
| 546 | |a German | ||
| 653 | |a Mustererkennung | ||
| 653 | |a Schüttgutsortierung | ||
| 653 | |a visual inspection | ||
| 653 | |a optische Inspektion | ||
| 653 | |a maschinelles Lernen | ||
| 653 | |a Pattern recognition | ||
| 653 | |a machine learning | ||
| 653 | |a bulk material soriting | ||
| 856 | 4 | 0 | |a www.oapen.org |u https://www.ksp.kit.edu/9783731508427 |7 0 |z DOAB: download the publication |
| 856 | 4 | 0 | |a www.oapen.org |u https://directory.doabooks.org/handle/20.500.12854/61453 |7 0 |z DOAB: description of the publication |