%0 Conference Proceedings
%T Kohonen SOM for Image Slides Sequencing
%+ Wroclaw University of Science and Technology
%A Skubalska-Rafajłowicz, Ewa
%A Górniak, Aneta
%Z Part 5: Scheduling in Manufacturing and Other Applications
%< avec comité de lecture
%( Lecture Notes in Computer Science
%B 15th IFIP International Conference on Computer Information Systems and Industrial Management (CISIM)
%C Vilnius, Lithuania
%Y Khalid Saeed
%Y Władysław Homenda
%I Springer International Publishing
%3 Computer Information Systems and Industrial Management
%V LNCS-9842
%P 352-365
%8 2016-09-14
%D 2016
%R 10.1007/978-3-319-45378-1_32
%K Image sequencing
%K SOM Kohonen map
%K Euclidean travelling salesman problem
%K Image processing
%K Image registration
%K 3-D image reconstruction
%Z Computer Science [cs]
%Z Humanities and Social Sciences/Library and information sciencesConference papers
%X In this paper we present a new approach to sequencing of 2-D slide images with the goal of 3-D object reconstructions. We focus our attention mostly on microscope images obtained from serial sections of biological tissues. For adequate 3-D body reconstruction the correct sequence of section should be available. We propose a modified SOM Kohonen networks with open chain topology for true sequence estimation based on based on 2-D image features invariant to section image translation and rotation, but sensitive to a scale of an object on the slide. We provide an experimental validation of the proposed method using artificial section images of a mechanical device and real microscopic histological section images.
%G English
%Z TC 8
%2 https://inria.hal.science/hal-01637466/document
%2 https://inria.hal.science/hal-01637466/file/419526_1_En_32_Chapter.pdf
%L hal-01637466
%U https://inria.hal.science/hal-01637466
%~ SHS
%~ IFIP-LNCS
%~ IFIP
%~ IFIP-TC
%~ IFIP-TC8
%~ IFIP-CISIM
%~ IFIP-LNCS-9842