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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| প্রধান লেখক: | |
|---|---|
| বিন্যাস: | Online |
| ভাষা: | জার্মান |
| প্রকাশিত: |
KIT Scientific Publishing
2021
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| বিষয়গুলি: | |
| অনলাইন ব্যবহার করুন: | 34143 |
| ট্যাগগুলো: |
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| _version_ | 1869521924841799680 |
|---|---|
| author | Richter, Matthias |
| author_browse | Richter, Matthias |
| author_facet | Richter, Matthias |
| author_sort | Richter, Matthias |
| collection | Directory of Open Access Books |
| description | 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. |
| format | Online |
| id | doab-20.500.12854ir-61453 |
| institution | Directory of Open Access Books |
| language | ger |
| publishDate | 2021 |
| publishDateRange | 2021 |
| publishDateSort | 2021 |
| publisher | KIT Scientific Publishing |
| publisherStr | KIT Scientific Publishing |
| record_format | ojs |
| spelling | doab-20.500.12854ir-614532023-12-20T18:40:47Z Über lernende optische Inspektion am Beispiel der Schüttgutsortierung Richter, Matthias QA75.5-76.95 Mustererkennung Schüttgutsortierung visual inspection optische Inspektion maschinelles Lernen Pattern recognition machine learning bulk material soriting bic Book Industry Communication::U Computing & information technology::UY Computer science 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. 2021-02-12T06:47:03Z 2021-02-12T06:47:03Z 2019-07-28 18:15:09 2018 book 34143 18665934 9783731508427 https://directory.doabooks.org/handle/20.500.12854/61453 ger Schriftenreihe Automatische Sichtprüfung und Bildverarbeitung image/jpeg Attribution-ShareAlike 4.0 International https://www.ksp.kit.edu/9783731508427 KIT Scientific Publishing 10.5445/KSP/1000085620 10.5445/KSP/1000085620 68fffc18-8f7b-44fa-ac7e-0b7d7d979bd2 9783731508427 XVI, 283 p. open access |
| spellingShingle | QA75.5-76.95 Mustererkennung Schüttgutsortierung visual inspection optische Inspektion maschinelles Lernen Pattern recognition machine learning bulk material soriting bic Book Industry Communication::U Computing & information technology::UY Computer science Richter, Matthias Über lernende optische Inspektion am Beispiel der Schüttgutsortierung |
| title | Über lernende optische Inspektion am Beispiel der Schüttgutsortierung |
| title_full | Über lernende optische Inspektion am Beispiel der Schüttgutsortierung |
| title_fullStr | Über lernende optische Inspektion am Beispiel der Schüttgutsortierung |
| title_full_unstemmed | Über lernende optische Inspektion am Beispiel der Schüttgutsortierung |
| title_short | Über lernende optische Inspektion am Beispiel der Schüttgutsortierung |
| title_sort | uber lernende optische inspektion am beispiel der schuttgutsortierung |
| topic | QA75.5-76.95 Mustererkennung Schüttgutsortierung visual inspection optische Inspektion maschinelles Lernen Pattern recognition machine learning bulk material soriting bic Book Industry Communication::U Computing & information technology::UY Computer science |
| topic_facet | QA75.5-76.95 Mustererkennung Schüttgutsortierung visual inspection optische Inspektion maschinelles Lernen Pattern recognition machine learning bulk material soriting bic Book Industry Communication::U Computing & information technology::UY Computer science |
| url | 34143 |
| work_keys_str_mv | AT richtermatthias uberlernendeoptischeinspektionambeispielderschuttgutsortierung |