THE RECONSTRUCTION OF DYNAMIC 3D STRUCTURE OF BIOLOGICAL OBJECTS USING STEREO MICROSCOPE IMAGES

Citation
Wh. Liao et al., THE RECONSTRUCTION OF DYNAMIC 3D STRUCTURE OF BIOLOGICAL OBJECTS USING STEREO MICROSCOPE IMAGES, Machine vision and applications, 9(4), 1997, pp. 166-178
Citations number
18
Categorie Soggetti
Controlo Theory & Cybernetics","Computer Sciences, Special Topics","Computer Sciences","Engineering, Eletrical & Electronic","Computer Science Cybernetics
ISSN journal
09328092
Volume
9
Issue
4
Year of publication
1997
Pages
166 - 178
Database
ISI
SICI code
0932-8092(1997)9:4<166:TROD3S>2.0.ZU;2-D
Abstract
In this paper, we address the analysis of 3D shape and shape change in non-rigid biological objects imaged via a stereo light microscope. We propose an integrated approach for the reconstruction of 3D structure and the motion analysis for images in which only a few informative fe atures are available. The key components of this framework are: 1) ima ge registration using a correlation-based approach, 2) region-of-inter est extraction using motion-based segmentation, and 3) stereo and moti on analysis using a cooperative spatial and temporal matching process. We describe these three stages of processing and illustrate the effic acy of the proposed approach using real images of a live frog's ventri cle. The reconstructed dynamic 3D structure of the ventricle is demons trated in our experimental results, and it agrees qualitatively with t he observed images of the ventricle.