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
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.