A new approach of contrast enhancement for Medical Images based on entropy curve

被引:6
作者
Yadav, Priyanshu Singh [1 ]
Gupta, Bhupendra [1 ]
Lamba, Subir Singh [1 ]
机构
[1] PDPM Indian Inst Informat Technol Design & Mfg, Dumna Airport Rd, Jabalpur 482005, India
关键词
Image enhancement; Entropy curve; Homomorphic filtering; ADAPTIVE GAMMA CORRECTION; KNEE TRANSFER-FUNCTION; HISTOGRAM EQUALIZATION; BRIGHTNESS PRESERVATION; ALGORITHM; ERROR; SVD;
D O I
10.1016/j.bspc.2023.105625
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
X-ray, MRI, and CT scan images etc, are widely used for the detection of various prevalent diseases. The efficient identification of the disease depends very much on the quality of the image. Sometimes due to environmental conditions such as insufficient and nonuniform illumination, shacking and movement of objects or the imaging device, and some other fault in the device, the resultant image may have low contrast and the presence of noise or artifacts. In such situation, a contrast enhancement algorithm that can efficiently improve the contrast without increasing noise and artifacts can play an important role. In this article, we propose a simple yet efficient method for these types of images by using the image's entropy curve and homomorphic filtering. It enhances the contrast of medical images without increasing the content of noise and artifacts. Also, the performance of the proposed method is evaluated by a complete qualitative and quantitative analysis.
引用
收藏
页数:16
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