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
Link To Document :
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