Krig 2016a - Revision history

Scipediacontent at 10:02, 25 January 2021

2021-01-25T10:02:02Z

Scipediacontent at 15:04, 21 January 2021

2021-01-21T15:04:55Z

Scipediacontent: Scipediacontent moved page Draft Content 588652411 to Krig 2016a

2020-10-14T12:07:40Z

Scipediacontent moved page Draft Content 588652411 to Krig 2016a

Scipediacontent: Created page with " == Abstract == This chapter explores some hypothetical computer vision pipeline designs to understand HW/SW design alternatives and optimizations. Instead of looking at isol..."

2020-10-14T12:07:37Z

Created page with " == Abstract == This chapter explores some hypothetical computer vision pipeline designs to understand HW/SW design alternatives and optimizations. Instead of looking at isol..."

New page

== Abstract ==

This chapter explores some hypothetical computer vision pipeline designs to understand HW/SW design alternatives and optimizations. Instead of looking at isolated computer vision algorithms, this chapter ties together many concepts into complete vision pipelines. Vision pipelines are sketched out for a few example applications to illustrate the use of different methods. Example applications include object recognition using shape and color for automobiles, face detection and emotion detection using local features, image classification using global features, and augmented reality. The examples have been chosen to illustrate the use of different families of feature description metrics within the Vision Metrics Taxonomy presented in Chap. 5. Alternative optimizations at each stage of the vision pipeline are explored. For example, we consider which vision algorithms run better on a CPU versus a GPU, and discuss how data transfer time between compute units and memory affects performance.

Document type: Part of book or chapter of book

== Full document ==
<pdf>Media:Draft_Content_588652411-beopen468-9162-document.pdf</pdf>

== Original document ==

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

* [https://link.springer.com/content/pdf/10.1007%2F978-1-4302-5930-5_8.pdf https://link.springer.com/content/pdf/10.1007%2F978-1-4302-5930-5_8.pdf]

DOIS: 10.1007/978-3-319-33762-3_8 10.1007/978-1-4302-5930-5_8

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 * [https://link.springer.com/content/pdf/10.1007%2F978-1-4302-5930-5_8.pdf https://link.springer.com/content/pdf/10.1007%2F978-1-4302-5930-5_8.pdf]
 DOIS: 10.1007/978-3-319-33762-3_8 10.1007/978-1-4302-5930-5_8

← Older revision	Revision as of 12:07, 14 October 2020
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