Color image enhancement techniques in Wireless Capsule Endoscopy

Vani V, K. Prashanth
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引用次数: 9

Abstract

Wireless Capsule Endoscopy (WCE) is available since 2001 and has been established as one of the principal approaches to examine the entire GI tract particularly the small bowel. WCE images are dark and difficult to visualize for diagnosis by physicians. Image enhancement methods to improvise the contrast of the images maybe adopted. The experimental results of various image enhancement techniques such as histogram equalization, Multi Scale Retinex and Contrast limited Adaptive Histogram Equalization techniques were being compared and analysed. Image enhancements techniques were applied for both on color image and gray scale image. The experiment results suggests that CLAHE provides better contrast improvement of WCE images, while Multi Scale Retinex provides better human visualization. The proposed future work is in progress in image fusion process; adapting both CLAHE and MSRCR image enhancement techniques.
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无线胶囊内窥镜彩色图像增强技术
自2001年以来,无线胶囊内窥镜(WCE)已成为检查整个胃肠道特别是小肠的主要方法之一。WCE图像较暗,难以可视化,医生难以进行诊断。可以采用图像增强的方法来提高图像的对比度。对比分析了直方图均衡化、多尺度Retinex和对比度有限的自适应直方图均衡化等多种图像增强技术的实验结果。对彩色图像和灰度图像进行了增强。实验结果表明,CLAHE可以更好地提高WCE图像的对比度,而Multi Scale Retinex可以更好地提供人体可视化。在图像融合处理方面正在进行下一步的工作;同时采用CLAHE和MSRCR图像增强技术。
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