Illumination Estimation in Capsule Endoscopy Images
Abstract:
Wireless capsule endoscopy (WCE) is a revolutionary imaging method for visualizing gastrointestinal tract in patients. Each exam of a patient creates large-scale color video data typically in hours and automatic computer aided diagnosis (CAD) are of important in alleviating the strain on expert gastroenterologists. In this work we consider an automatic contrast enhancement method for WCE videos.
Example Illumination Correction Results:
The following examples illustrates the proposed SOCTM based contrast tone mapping [1] for Capsule Endoscopy image:
Input
SOCTM [1]
References:
[1] V. B. S. Prasath, R. Delhibabu. Automatic contrast enhancement for wireless capsule endoscopy videos with spectral optimal contrast-tone mapping. International Conference on Computational Intelligence in Data Mining (ICCIDM), Burla, India, Dec 20-21, 2014. Proc. Springer Smart Innovation, Systems and Technologies, (eds. L. C. Jain, H. S. Behera, J. K. Mandal, D. P. Mohapatra), pp. 243-250, 2015. doi:10.1007/978-81-322-2205-7_23
[2] V. B. S. Prasath. Illumination estimation in wireless capsule endoscopy images. In preparation, 2023.