Contrast Enhancement for Liver Tumor Identification

Nugroho, Hanung Adi1*,Ihtatho, Dani,Nugroho, Hermawan
1.Universiti Teknologi Petronas
Abstract

Abstract

In CT images, tumors located in a liver are generally identified by intensity difference between tumor and liver. The intensity of the tumor can be lower and or higher than that of the liver. However, the main problem of liver tumor detection from is related to low contrast between tumor and liver intensities. Tumor sometimes presents in a very small dimension and makes the detection even more difficult. In this work, we focus on contrast enhancement of CT images containing liver and tumor based on the histogram processing as a necessary preprocessing for liver tumor identification. Results show that using our proposed method, the contrast of the CT images can be enhanced and results in relatively accurate identification of tumors in the liver.

Keywords

tumor livercontrast enhancementhistogram processing
Manuscript
Source Code and Data

Source Code and Data

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Reviews

Reviews

Xiang Deng

Friday 25 July 2008

This paper presents an contrast enhancement technique for live tumor segmentation.


Detailed comments:

1) Contrast enhancement is a preprocessing step of liver tumor segmentation.
The authors should provide detailed description of the segmentation algroithm.
Otherwise, it is difficult to compare this segmentation techniques with others.