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Three-dimensional shape estimation of BHK cell clusters from a still image based on shape from shading for in-situ microscopy

Publikation: Beitrag in Buch/Bericht/Sammelwerk/KonferenzbandAufsatz in KonferenzbandForschungPeer-Review

Autorschaft

  • G. Martinez
  • J. G. Frerichs
  • K. Joeris
  • K. Konstantinov
  • T. Scheper

Organisationseinheiten

Externe Organisationen

  • Universidad de Costa Rica
  • Bayer Corporation - USA

Details

OriginalspracheEnglisch
Titel des Sammelwerks2006 IEEE International Conference on Acoustics, Speech, and Signal Processing
UntertitelProceedings
Seiten581-584
Band5
PublikationsstatusVeröffentlicht - 24 Juli 2006
Veranstaltung2006 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2006 - Toulouse, Frankreich
Dauer: 14 Mai 200619 Mai 2006

Publikationsreihe

NameICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
ISSN (Print)1520-6149

Abstract

In this contribution, the Lee and Rosenfeld's local Shape From Shading (SFS) algorithm, the Tsai and Shah's linear SFS algorithm and the Bichsel and Pentland's propagation SFS algorithm are investigated with the aim of selecting the most suitable for three-dimensional shape estimation of clusters of mammalian Baby Hamster Kidney cells (BHK cells) from an intensity image captured by an in-situ microscope in an industrial mammalian cell culture process. All three were implemented and tested using several thousand intensity images captured under varying experimental conditions. The Bichsel and Pentland's SFS algorithm was finally selected as the most suitable algorithm for three-dimensional shape estimation of BHK cell clusters. It is fast and provides less noise and more detailed depth estimates and therefore the best overall performance.

ASJC Scopus Sachgebiete

Zitieren

Three-dimensional shape estimation of BHK cell clusters from a still image based on shape from shading for in-situ microscopy. / Martinez, G.; Frerichs, J. G.; Joeris, K. et al.
2006 IEEE International Conference on Acoustics, Speech, and Signal Processing: Proceedings. Band 5 2006. S. 581-584 (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

Publikation: Beitrag in Buch/Bericht/Sammelwerk/KonferenzbandAufsatz in KonferenzbandForschungPeer-Review

Martinez, G, Frerichs, JG, Joeris, K, Konstantinov, K & Scheper, T 2006, Three-dimensional shape estimation of BHK cell clusters from a still image based on shape from shading for in-situ microscopy. in 2006 IEEE International Conference on Acoustics, Speech, and Signal Processing: Proceedings. Bd. 5, ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, S. 581-584, 2006 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2006, Toulouse, Frankreich, 14 Mai 2006. https://doi.org/10.1109/ICASSP.2006.1660409
Martinez, G., Frerichs, J. G., Joeris, K., Konstantinov, K., & Scheper, T. (2006). Three-dimensional shape estimation of BHK cell clusters from a still image based on shape from shading for in-situ microscopy. In 2006 IEEE International Conference on Acoustics, Speech, and Signal Processing: Proceedings (Band 5, S. 581-584). (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings). https://doi.org/10.1109/ICASSP.2006.1660409
Martinez G, Frerichs JG, Joeris K, Konstantinov K, Scheper T. Three-dimensional shape estimation of BHK cell clusters from a still image based on shape from shading for in-situ microscopy. in 2006 IEEE International Conference on Acoustics, Speech, and Signal Processing: Proceedings. Band 5. 2006. S. 581-584. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings). doi: 10.1109/ICASSP.2006.1660409
Martinez, G. ; Frerichs, J. G. ; Joeris, K. et al. / Three-dimensional shape estimation of BHK cell clusters from a still image based on shape from shading for in-situ microscopy. 2006 IEEE International Conference on Acoustics, Speech, and Signal Processing: Proceedings. Band 5 2006. S. 581-584 (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).
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