Scipediacontent: Scipediacontent moved page Draft Content 616633815 to Ippolito Nefian 2010a

2021-02-02T03:16:35Z

Scipediacontent moved page Draft Content 616633815 to Ippolito Nefian 2010a

Scipediacontent: Created page with " == Abstract == oil pipeline inspection is a dangerous endeavor in the current practice, where a pilot flying in a general aviation class aircraft flies slowly at low altitu..."

2021-02-02T03:16:28Z

Created page with " == Abstract == oil pipeline inspection is a dangerous endeavor in the current practice, where a pilot flying in a general aviation class aircraft flies slowly at low altitu..."

New page

== Abstract ==

oil pipeline inspection is a dangerous endeavor in the current practice, where a pilot flying in a general aviation class aircraft flies slowly at low altitudes while concurrently looking at the ground for pipeline hazards with the unaided eye; high pilot workload in a dangerous low-speed, low-altitude environment results in an unacceptable number of accidents and loss of life each year. Automation of image acquisition and threat recognition has the potential to reduce pilot workload, improving the safety of the pilots and increasing efficiency. Towards these goals, this paper describes an image classification architecture and algorithm that utilizes several classifiers on different features extracted from the image to automate the threat detection process. The resulting classifier meets the requirement of greater than 80% accuracy in classification. The results will be discussed, and improvements will be proposed for continued research.

== Original document ==

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

* [https://zenodo.org/record/1271618 https://zenodo.org/record/1271618] under the license https://creativecommons.org/share-your-work/public-domain/cc0/

* [https://zenodo.org/record/1271618/files/article.pdf https://zenodo.org/record/1271618/files/article.pdf]

* [http://xplorestaging.ieee.org/ielx5/5678851/5689839/05689985.pdf?arnumber=5689985 http://xplorestaging.ieee.org/ielx5/5678851/5689839/05689985.pdf?arnumber=5689985],
: [http://dx.doi.org/10.1109/icsens.2010.5689985 http://dx.doi.org/10.1109/icsens.2010.5689985] under the license cc0

* [http://yadda.icm.edu.pl/yadda/element/bwmeta1.element.ieee-000005689985 http://yadda.icm.edu.pl/yadda/element/bwmeta1.element.ieee-000005689985],
: [http://www.anefian.com/research/ippolito10_object.pdf http://www.anefian.com/research/ippolito10_object.pdf],
: [http://ieeexplore.ieee.org/document/5689985 http://ieeexplore.ieee.org/document/5689985],
: [https://academic.microsoft.com/#/detail/2106086381 https://academic.microsoft.com/#/detail/2106086381]

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Ippolito Nefian 2010a - Revision history

Scipediacontent: Scipediacontent moved page Draft Content 616633815 to Ippolito Nefian 2010a

Scipediacontent: Created page with " == Abstract == oil pipeline inspection is a dangerous endeavor in the current practice, where a pilot flying in a general aviation class aircraft flies slowly at low altitu..."