文章基本信息

标题：VHDL Design for Image Segmentation using Gabor filter for Disease Detection
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作者：Rucha R. Thakur ; Swati R. Dixit ; A.Y.Deshmukh 等
期刊名称：International Journal of VLSI Design & Communication Systems
印刷版ISSN：0976-1527
电子版ISSN：0976-1357
出版年度：2012
卷号：3
期号：2
出版社：Academy & Industry Research Collaboration Center (AIRCC)
摘要：Tonsillitis, Tumor and many more skin diseases can be detected in its early-state and can be cured. For this a new idea for efficient Gabor filter design with improved data transfer rate, efficient noise reduction, less power consumption and reduced memory usage is proposed in this paper. The filter design is suitable for detecting the early stages of disease using textural properties of anatomical structures. The code for Gabor filter will be developed in VHDL using Modelsim and then implemented on SPARTAN-3E FPGA kit. These systems must provide both highly accurate and extremely fast processing of large amounts of image data.
关键词：Segmentation; Medical image; Gabor algorithm; CORDIC algorithm; FPGA