Distinguishing different stages of mouse pregnancy using second harmonic generation images

S. Yousefi, N. Kehtarnavaz, M. Akins, K. Luby-Phelps, M. Mahendroo

Research output: Chapter in Book/Report/Conference proceedingConference contribution

6 Citations (Scopus)

Abstract

This paper presents an image processing approach for distinguishing three pregnancy stages of mice using Second Harmonic Generation (SHG) microscopy images. Three classes of SHG images for day 6, day 12 and day 18 of the 19-day mouse gestation period are considered. A classification is performed based on morphological features previously used for such SHG images, wavelet-based texture features, and a combination of morphological and wavelet-based texture features. It is shown that the combination of the features provide a more effective mechanism for distinguishing the three stages of mouse pregnancy as compared to each separate set of features.

Original languageEnglish (US)
Title of host publicationProceedings of the Annual Southeastern Symposium on System Theory
Pages44-46
Number of pages3
DOIs
StatePublished - 2010
Event2010 42nd Southeastern Symposium on System Theory, SSST 2010 - Tyler, TX, United States
Duration: Mar 7 2010Mar 9 2010

Other

Other2010 42nd Southeastern Symposium on System Theory, SSST 2010
CountryUnited States
CityTyler, TX
Period3/7/103/9/10

Fingerprint

Second Harmonic Generation
Pregnancy
Harmonic generation
Mouse
Texture Feature
Wavelets
Textures
Microscopy
Image Processing
Microscopic examination
Image processing

Keywords

  • Biomedical application
  • Classification
  • Second harmonic generation imaging
  • Wavelet-based texture features

ASJC Scopus subject areas

  • Control and Systems Engineering
  • Mathematics(all)

Cite this

Yousefi, S., Kehtarnavaz, N., Akins, M., Luby-Phelps, K., & Mahendroo, M. (2010). Distinguishing different stages of mouse pregnancy using second harmonic generation images. In Proceedings of the Annual Southeastern Symposium on System Theory (pp. 44-46). [5442801] https://doi.org/10.1109/SSST.2010.5442801

Distinguishing different stages of mouse pregnancy using second harmonic generation images. / Yousefi, S.; Kehtarnavaz, N.; Akins, M.; Luby-Phelps, K.; Mahendroo, M.

Proceedings of the Annual Southeastern Symposium on System Theory. 2010. p. 44-46 5442801.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Yousefi, S, Kehtarnavaz, N, Akins, M, Luby-Phelps, K & Mahendroo, M 2010, Distinguishing different stages of mouse pregnancy using second harmonic generation images. in Proceedings of the Annual Southeastern Symposium on System Theory., 5442801, pp. 44-46, 2010 42nd Southeastern Symposium on System Theory, SSST 2010, Tyler, TX, United States, 3/7/10. https://doi.org/10.1109/SSST.2010.5442801
Yousefi S, Kehtarnavaz N, Akins M, Luby-Phelps K, Mahendroo M. Distinguishing different stages of mouse pregnancy using second harmonic generation images. In Proceedings of the Annual Southeastern Symposium on System Theory. 2010. p. 44-46. 5442801 https://doi.org/10.1109/SSST.2010.5442801
Yousefi, S. ; Kehtarnavaz, N. ; Akins, M. ; Luby-Phelps, K. ; Mahendroo, M. / Distinguishing different stages of mouse pregnancy using second harmonic generation images. Proceedings of the Annual Southeastern Symposium on System Theory. 2010. pp. 44-46
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