DocumentCode
121114
Title
An arm neon optimised image abstraction method utilising the cosine integral image method
Author
Gibson, Ryan Mark ; Round, David John James ; Jenkins, Mark David ; Barrie, Peter ; Morison, Gordon
Author_Institution
Sch. of Eng. & Built Environ., Glasgow Caledonian Univ., Glasgow, UK
fYear
2014
fDate
11-12 Sept. 2014
Firstpage
55
Lastpage
59
Abstract
In this paper we present a fast implementation of an automatic non-photorealistic image processing technique which transforms an input image frame of a video stream into a non-photorealistic abstracted cartoon stylised render. The approach presented utilises a fast cosine integral image method to create a separable bilateral filtering stage which operates in constant time. This is subsequently put through a colour quantisation stage and combined with an edge overlay system to generate the abstracted image output. The algorithm is implemented with OpenCV on a Beagleboard-xM running Angstrom GNU/Linux to demonstrate the improved performance obtained utilising the cosine integral image bilateral filter over the OpenCV standard bilateral filter implementation, and to demonstrate further performance improvements can be obtained through utilising optimised routines on the ARM NEON floating point unit of the Beagleboard-xM.
Keywords
Linux; filtering theory; image colour analysis; video streaming; ARM NEON floating point unit; ARM NEON optimised image abstraction method; automatic nonphotorealistic image processing technique; beagleboard-xM running Angstrom GNU-Linux; colour quantisation stage; constant time; edge overlay system; fast cosine integral image method; input image frame transform; nonphotorealistic abstracted cartoon stylised render; openCV standard bilateral filter implementation; optimised routine utilization; performance improvements; separable bilateral filtering stage; video stream; Algorithm design and analysis; Filtering; Filtering algorithms; Image color analysis; Image edge detection; Quantization (signal); Standards;
fLanguage
English
Publisher
ieee
Conference_Titel
Education and Research Conference (EDERC), 2014 6th European Embedded Design in
Conference_Location
Milano
Print_ISBN
978-1-4799-6841-1
Type
conf
DOI
10.1109/EDERC.2014.6924358
Filename
6924358
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