Real time interpolation algorithm based on Lanczos kernel

In order to improve the timeliness and reliability of color image scaling algorithms,a high effective real-time color image scaling algorithm was proposed,which first generated the kernel look up table that could be used for whole target image based on Lanczos kernel,and interpolation of all target...

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Main Authors: Ying GUO, Lun LI, Peng WANG
Format: Article
Language:zho
Published: Editorial Department of Journal on Communications 2017-06-01
Series:Tongxin xuebao
Subjects:
Online Access:http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2017115/
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author Ying GUO
Lun LI
Peng WANG
author_facet Ying GUO
Lun LI
Peng WANG
author_sort Ying GUO
collection DOAJ
description In order to improve the timeliness and reliability of color image scaling algorithms,a high effective real-time color image scaling algorithm was proposed,which first generated the kernel look up table that could be used for whole target image based on Lanczos kernel,and interpolation of all target image pixels had only fixed point operation which had low computational complexity.Meanwhile,an optimized method for rasterizing pixels of target image was proposed,which needed little memory space but embraced high efficiency of memory utilization.The experiment results show that the proposed algorithm achieves good image quality,and the computational complexity is far more less than classic image scaling algorithms.So the proposed algorithm can effectively implement real-time resizing of color images and color videos in any scaling factors.
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id doaj-art-369db4111e7b44be88bf38dc695e926f
institution OA Journals
issn 1000-436X
language zho
publishDate 2017-06-01
publisher Editorial Department of Journal on Communications
record_format Article
series Tongxin xuebao
spelling doaj-art-369db4111e7b44be88bf38dc695e926f2025-08-20T02:34:53ZzhoEditorial Department of Journal on CommunicationsTongxin xuebao1000-436X2017-06-013814214759709829Real time interpolation algorithm based on Lanczos kernelYing GUOLun LIPeng WANGIn order to improve the timeliness and reliability of color image scaling algorithms,a high effective real-time color image scaling algorithm was proposed,which first generated the kernel look up table that could be used for whole target image based on Lanczos kernel,and interpolation of all target image pixels had only fixed point operation which had low computational complexity.Meanwhile,an optimized method for rasterizing pixels of target image was proposed,which needed little memory space but embraced high efficiency of memory utilization.The experiment results show that the proposed algorithm achieves good image quality,and the computational complexity is far more less than classic image scaling algorithms.So the proposed algorithm can effectively implement real-time resizing of color images and color videos in any scaling factors.http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2017115/real-time color image resizingLanczos kernellook up tablefixed point operation
spellingShingle Ying GUO
Lun LI
Peng WANG
Real time interpolation algorithm based on Lanczos kernel
Tongxin xuebao
real-time color image resizing
Lanczos kernel
look up table
fixed point operation
title Real time interpolation algorithm based on Lanczos kernel
title_full Real time interpolation algorithm based on Lanczos kernel
title_fullStr Real time interpolation algorithm based on Lanczos kernel
title_full_unstemmed Real time interpolation algorithm based on Lanczos kernel
title_short Real time interpolation algorithm based on Lanczos kernel
title_sort real time interpolation algorithm based on lanczos kernel
topic real-time color image resizing
Lanczos kernel
look up table
fixed point operation
url http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2017115/
work_keys_str_mv AT yingguo realtimeinterpolationalgorithmbasedonlanczoskernel
AT lunli realtimeinterpolationalgorithmbasedonlanczoskernel
AT pengwang realtimeinterpolationalgorithmbasedonlanczoskernel