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논문검색

Grayscale Conversion of Histopathological Slide Images as a Preprocessing Step for Image Segmentation

원문정보

Jashojit Mukherjee, Indra K. Maitra, Kashi Nath Dey, Samir K.Bandyopadhyay, Debnath Bhattacharyya, Tai-Hoon Kim

보안공학연구지원센터(IJSEIA) International Journal of Software Engineering and Its Applications Vol.10 No.1 2016.01 pp.15-26
피인용수 : 0건 (자료제공 : 네이버학술정보)

초록

영어

This paper presents a method of conversion of color image of histopathological slides to grayscale as a preprocessing step for image segmentation. The method utilizes characteristics of these images to reduce the amount of information lost during the conversion. It is a global mapping scheme and the same color does not map to two different grayscale values. Color information is added to the brightness information to reduce information loss and the weights for the added color are dependent on the distribution of the pixels in a particular image. The method was tested on a large set of histopathological slide images and convincing results were obtained some of which has been published in this paper.

목차

Abstract
 1. Introduction
 2. Background
 3. Proposed Method
 4. Results
 5. Discussions
 6. Conclusion
 References

키워드

저자정보

  • Jashojit Mukherjee Department of Computer Science and Engineering, University of Calcutta, India
  • Indra K. Maitra B. P. Poddar Institute of Management and Technology, Kolkata, India
  • Kashi Nath Dey Department of Computer Science and Engineering, University of Calcutta, India
  • Samir K.Bandyopadhyay Department of Computer Science and Engineering, University of Calcutta, India
  • Debnath Bhattacharyya Department of Information Technology, Bharati Vidyapeeth Deemed University College of Engineering, Pune, India
  • Tai-Hoon Kim Sungshin Women's University, Dongseon-dong 3-ga, Seoul, Korea

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