Implementation of Digital Image Zooming On DSK6713 DSP Platform For Real-Time Applications

Digital image zooming is very important process in image processing. Basically, zooming process consist of two steps: the creation of new pixels locations and the assignment of intensity of gray level to those new location. In general, zooming process provides an enlarged image to get better view of the original digital image with preserving as much as possible the information content of the original image. In fact, digital image zooming operation requires a high storage size and computational complexity. In this paper, we consider an interpolation method for zooming digital images 16 times because of their inherent abilities to preserve sharp edges and detail. In order to achieve real time application, the interpolation algorithm based on 15 filters has been implemented on DSK6713 Platform. According to the experimental results our implementation on DSK6713 platform is able to perform digital image zooming for 32×32 size in real time by using DSP internal memory. For larger sizes 64×64 and 128×128, we recommend to utilize DSK6414 with high DSP frequency and larger internal memory.

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Publication Details

Published
2024-12-02
DOI
https://doi.org/10.1109/eesp64500.2024.00013
Primary Topic
Image Processing Techniques and Applications
Type
article
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article

Implementation of Digital Image Zooming On DSK6713 DSP Platform For Real-Time Applications

Skoudarli Abdellah, Lina Kebri, Yasser Bouzaz
Image Processing Techniques and Applications
article

Implementation of Digital Image Zooming On DSK6713 DSP Platform For Real-Time Applications

Skoudarli Abdellah, Lina Kebri, Yasser Bouzaz
article en

Abstract

Digital image zooming is very important process in image processing. Basically, zooming process consist of two steps: the creation of new pixels locations and the assignment of intensity of gray level to those new location. In general, zooming process provides an enlarged image to get better view of the original digital image with preserving as much as possible the information content of the original image. In fact, digital image zooming operation requires a high storage size and computational complexity. In this paper, we consider an interpolation method for zooming digital images 16 times because of their inherent abilities to preserve sharp edges and detail. In order to achieve real time application, the interpolation algorithm based on 15 filters has been implemented on DSK6713 Platform. According to the experimental results our implementation on DSK6713 platform is able to perform digital image zooming for 32×32 size in real time by using DSP internal memory. For larger sizes 64×64 and 128×128, we recommend to utilize DSK6414 with high DSP frequency and larger internal memory.

University of Sciences and Technology Houari Boumediene (DZ)
Openalex Percentile: Top 56%
Image Processing Techniques and Applications
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