FPGA based Filter Architecture for Image Processing Applications

被引:0
|
作者
Saranya, C. [1 ]
Kaviya, R. [1 ]
Keerthana, A. K. [1 ]
Abishek, M. [1 ]
机构
[1] KS Rangasamy Coll Technol, Dept Elect & Commun Engn, Tiruchengode, Tamil Nadu, India
关键词
FPGA; Image processing; Median filter; VLSI architecture;
D O I
10.1109/ICPCSN62568.2024.00046
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In modern image acquisition and transmission, a crucial task is image denoising, particularly in fields like medical imaging (e.g., MRIs, CT scans, and ultrasounds) and surveillance (e.g., CCTV and video surveillance). The challenge lies in effectively locating and removing noise from images while preserving essential signal properties. To address this, a VLSI architecture is proposed, aiming to minimize noise in images while prioritizing speed. Unlike previous methods that relied on multipliers, the proposed approach utilizes distance matrix techniques for both bilateral and median filters. This technique not only reduces noise but also enhances processing speed, making the VLSI architecture more efficient. The proposed hardware design is implemented on a Spartan 6 FPGA kit to measure parameters such as power consumption, processing speed, and area usage, ensuring its practical viability and effectiveness.
引用
收藏
页码:231 / 235
页数:5
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