IMPLEMENTATION OF DIGITAL IMAGE PROCESSING ALGORITHM FOR BLUR, SOBEL AND SHARPEN FILTER ON FPGA HARDWARE

Pham Duy Khanh; Duong Quynh Giang

IMPLEMENTATION OF DIGITAL IMAGE PROCESSING ALGORITHM FOR BLUR, SOBEL AND SHARPEN FILTER ON FPGA HARDWARE

May 2023

Vol-9, Issue-3

Paper ID: 20508

ISSN: 2395-4396

Downloads: 0

Abstract & Details

Research Area

Electronics Engineering

Keywords

FPGA image processing Sobel filtering Blur filtering Sharpen filtering Matlab

Abstract

Digital image processing is the use of algorithms and mathematical models to process and analyze digital images. The goal of digital image processing is to enhance the quality of images, extract meaningful information from images, and automate image-based tasks. This field has many useful applications in our life. Various image processing algorithms help us to clearly view the image and able to recognise different characteristics of the image. In our research, Blur, Sobel and Sharpen filters are used for this image processing project. Each filter has its own application and is performed by convolution of pixel values. This method of image processing is quite popular because it is convenient to use, it enhances image quality, and their different combinations can yield more useful processing algorithms. In this paper, image processing algorithms are implemented based on Xilinx Spartan 6 FPGA hardware. Implementation on FPGA hardware is quite popular because of its efficiency in speed, complexity and flexibility in processing.

License

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Author Information

#	Name	Institute / Affiliation
1	Pham Duy Khanh	Thai Nguyen University of Technology, Thai Nguyen city, Viet Nam
2	Duong Quynh Giang	Thai Nguyen University of Technology, Thai Nguyen city, Viet Nam

How to Cite

Use the following formats to cite this article in your research.

APA Style

Khanh, Pham Duy & Giang, Duong Quynh (2023). IMPLEMENTATION OF DIGITAL IMAGE PROCESSING ALGORITHM FOR BLUR, SOBEL AND SHARPEN FILTER ON FPGA HARDWARE. International Journal of Advance Research and Innovative Ideas In Education, 9(3), 2621-2629.

MLA Style

Khanh, Pham Duy, and Duong Quynh Giang. "IMPLEMENTATION OF DIGITAL IMAGE PROCESSING ALGORITHM FOR BLUR, SOBEL AND SHARPEN FILTER ON FPGA HARDWARE." International Journal of Advance Research and Innovative Ideas In Education, vol. 9, no. 3, 2023, pp. 2621-2629.

IEEE Style

Pham Duy Khanh and Duong Quynh Giang, "IMPLEMENTATION OF DIGITAL IMAGE PROCESSING ALGORITHM FOR BLUR, SOBEL AND SHARPEN FILTER ON FPGA HARDWARE," International Journal of Advance Research and Innovative Ideas In Education, vol. 9, no. 3, pp. 2621-2629, 2023.

Vancouver Style

Khanh Pham Duy, Giang Duong Quynh. IMPLEMENTATION OF DIGITAL IMAGE PROCESSING ALGORITHM FOR BLUR, SOBEL AND SHARPEN FILTER ON FPGA HARDWARE. International Journal of Advance Research and Innovative Ideas In Education. 2023;9(3):2621-2629.

Harvard Style

Khanh, Pham Duy & Giang, Duong Quynh (2023) 'IMPLEMENTATION OF DIGITAL IMAGE PROCESSING ALGORITHM FOR BLUR, SOBEL AND SHARPEN FILTER ON FPGA HARDWARE', International Journal of Advance Research and Innovative Ideas In Education, 9(3), pp. 2621-2629.

Chicago Style

Khanh, Pham Duy and Duong Quynh Giang. "IMPLEMENTATION OF DIGITAL IMAGE PROCESSING ALGORITHM FOR BLUR, SOBEL AND SHARPEN FILTER ON FPGA HARDWARE." International Journal of Advance Research and Innovative Ideas In Education 9, no. 3 (2023): 2621-2629.

Turabian Style

Khanh, Pham Duy and Duong Quynh Giang. "IMPLEMENTATION OF DIGITAL IMAGE PROCESSING ALGORITHM FOR BLUR, SOBEL AND SHARPEN FILTER ON FPGA HARDWARE." International Journal of Advance Research and Innovative Ideas In Education 9, no. 3 (2023): 2621-2629.