A robust point matching algorithm for autoradiograph alignment

Anand Rangarajan, Eric Mjolsness, Suguna Pappu, Lila Davachi, Patricia S. Goldman-Rakic, James S. Duncan

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

Abstract

Neuroimaging of the human brain has opened the way for a genuine understanding of human cognition; but the circuitry and cellular basis of the extraordinary information processing capacity of humans can be addressed only in experimental animals such as nonhuman primates by using the 2-DG autoradiographic method. This method requires sacrifice of the animal and sectioning of the brain into serial sections followed by production of autoradiographs of individual brain sections which are not in register. We have developed a new automated alignment method to reconstitute the autoradiographs. Our alignment method automatically finds the 2-D spatial mapping and the homologies between the slices and robustly accounts for the natural and artifactual differences by applying the powerful mechanism of outlier rejection adapted from the robust statistics literature.

Original languageEnglish (US)
Title of host publicationVisualization in Biomedical Computing - 4th International Conference, VBC 1996, Proceedings
EditorsRon Kikinis, Karl Heinz Hohne
PublisherSpringer Verlag
Pages277-286
Number of pages10
ISBN (Print)3540616497, 9783540616498
StatePublished - Jan 1 1996
Event4th International Conference on Visualization in Biomedical Computing, VBC 1996 - Hamburg, Germany
Duration: Sep 22 1996Sep 25 1996

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume1131
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Other

Other4th International Conference on Visualization in Biomedical Computing, VBC 1996
CountryGermany
CityHamburg
Period9/22/969/25/96

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ASJC Scopus subject areas

  • Theoretical Computer Science
  • Computer Science(all)

Cite this

Rangarajan, A., Mjolsness, E., Pappu, S., Davachi, L., Goldman-Rakic, P. S., & Duncan, J. S. (1996). A robust point matching algorithm for autoradiograph alignment. In R. Kikinis, & K. H. Hohne (Eds.), Visualization in Biomedical Computing - 4th International Conference, VBC 1996, Proceedings (pp. 277-286). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 1131). Springer Verlag.