Scipediacontent: Scipediacontent moved page Draft Content 944896271 to Worgotter Yildiz 2019a

2021-02-02T03:16:04Z

Scipediacontent moved page Draft Content 944896271 to Worgotter Yildiz 2019a

Scipediacontent: Created page with " == Abstract == utomation of disassembly processes in electronic waste recycling is progressing but hindered by the lack of automated procedures for screw detection and remov..."

2021-02-02T03:15:57Z

Created page with " == Abstract == utomation of disassembly processes in electronic waste recycling is progressing but hindered by the lack of automated procedures for screw detection and remov..."

New page

== Abstract ==

utomation of disassembly processes in electronic waste recycling is progressing but hindered by the lack of automated procedures for screw detection and removal. Here we specifically address the detection problem and implement a universal, generalizable, and extendable screw detector which can be deployed in automated disassembly lines. We selected the best performing state-of-the-art classifiers and compared their performance to that of our architecture, which combines a Hough transform with a novel integrated model of two deep convolutional neural networks for screw detection. We show that our method outperforms currently existing methods, while maintaining the high speed of computation. Data set and code of this study are made public.

== Original document ==

The different versions of the original document can be found in:

* [https://zenodo.org/record/3986837 https://zenodo.org/record/3986837] under the license https://creativecommons.org/licenses/by

* [https://zenodo.org/record/3986837/files/DCNN-Based%20Screw%20Detection%20for%20Automated.pdf https://zenodo.org/record/3986837/files/DCNN-Based%20Screw%20Detection%20for%20Automated.pdf]

* [http://xplorestaging.ieee.org/ielx7/9052528/9067849/09067965.pdf?arnumber=9067965 http://xplorestaging.ieee.org/ielx7/9052528/9067849/09067965.pdf?arnumber=9067965],
: [http://dx.doi.org/10.1109/sitis.2019.00040 http://dx.doi.org/10.1109/sitis.2019.00040] under the license cc-by

* [https://dblp.uni-trier.de/db/conf/sitis/sitis2019.html#YildizW19 https://dblp.uni-trier.de/db/conf/sitis/sitis2019.html#YildizW19],
: [https://academic.microsoft.com/#/detail/3017107374 https://academic.microsoft.com/#/detail/3017107374]

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Worgotter Yildiz 2019a - Revision history

Scipediacontent: Scipediacontent moved page Draft Content 944896271 to Worgotter Yildiz 2019a

Scipediacontent: Created page with " == Abstract == utomation of disassembly processes in electronic waste recycling is progressing but hindered by the lack of automated procedures for screw detection and remov..."