Scipediacontent: Scipediacontent moved page Draft Content 505353501 to Sandamirskaya Martel 2016a

2021-02-03T20:24:55Z

Scipediacontent moved page Draft Content 505353501 to Sandamirskaya Martel 2016a

Scipediacontent: Created page with " == Abstract == In artificial vision applications, such as tracking, a large amount of data captured by sensors is transferred to processors to extract information relevant f..."

2021-02-03T20:24:51Z

Created page with " == Abstract == In artificial vision applications, such as tracking, a large amount of data captured by sensors is transferred to processors to extract information relevant f..."

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== Abstract ==

In artificial vision applications, such as tracking, a large amount of data captured by sensors is transferred to processors to extract information relevant for the task at hand. Smart vision sensors offer a means to reduce the computational burden of visual processing pipelines by placing more processing capabilities next to the sensor. In this work, we use a vision-chip in which a small processor with memory is located next to each photosensitive element. The architecture of this device is optimized to perform local operations. To perform a task like tracking, we implement a neuromorphic approach using a Dynamic Neural Field, which allows to segregate, memorize, and track objects. Our system, consisting of the vision-chip running the DNF, outputs only the activity that corresponds to the tracked objects. These outputs reduce the bandwidth needed to transfer information as well as further post-processing, since computation happens at the pixel level.

== Original document ==

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

* [http://dx.doi.org/10.1145/2967413.2967444 http://dx.doi.org/10.1145/2967413.2967444]

* [http://dx.doi.org/10.5167/uzh-132646 http://dx.doi.org/10.5167/uzh-132646]

* [https://www.zora.uzh.ch/id/eprint/132646/1/p148-Martel.pdf https://www.zora.uzh.ch/id/eprint/132646/1/p148-Martel.pdf]

* [https://core.ac.uk/display/78271216 https://core.ac.uk/display/78271216],
: [https://www.zora.uzh.ch/id/eprint/132646/1/p148-Martel.pdf https://www.zora.uzh.ch/id/eprint/132646/1/p148-Martel.pdf],
: [https://dl.acm.org/citation.cfm?id=2967444 https://dl.acm.org/citation.cfm?id=2967444],
: [https://dblp.uni-trier.de/db/conf/icdsc/icdsc2016.html#MartelS16 https://dblp.uni-trier.de/db/conf/icdsc/icdsc2016.html#MartelS16],
: [https://www.zora.uzh.ch/id/eprint/132646 https://www.zora.uzh.ch/id/eprint/132646],
: [https://dl.acm.org/ft_gateway.cfm?id=2967444&ftid=1785458&dwn=1 https://dl.acm.org/ft_gateway.cfm?id=2967444&ftid=1785458&dwn=1],
: [https://academic.microsoft.com/#/detail/2513433687 https://academic.microsoft.com/#/detail/2513433687]

* [http://dl.acm.org/ft_gateway.cfm?id=2967444&ftid=1785458&dwn=1 http://dl.acm.org/ft_gateway.cfm?id=2967444&ftid=1785458&dwn=1],
: [http://dx.doi.org/10.1145/2967413.2967444 http://dx.doi.org/10.1145/2967413.2967444] under the license http://www.acm.org/publications/policies/copyright_policy#Background

DOIS: 10.1145/2967413.2967444 10.5167/uzh-132646

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Sandamirskaya Martel 2016a - Revision history

Scipediacontent: Scipediacontent moved page Draft Content 505353501 to Sandamirskaya Martel 2016a

Scipediacontent: Created page with " == Abstract == In artificial vision applications, such as tracking, a large amount of data captured by sensors is transferred to processors to extract information relevant f..."