Title : 
Image Registration of Differently Stained Histological Sections
         
        
            Author : 
Kuska, J. -P. ; Braumann, U. -D. ; Scherf, N. ; Loffler, Michael ; Einenkel, J. ; Hockel, M. ; Horn, L. -C. ; Wentzensen, N. ; von Knebel, M.
         
        
            Author_Institution : 
Leipzig Univ., Germany
         
        
        
        
        
            Abstract : 
We have focused our interest on the registration of brightfield transmitted light microscopy images with respect to different histological stainings. For this kind of registration problem we have developed a new segmentation procedure. Based on the obtained consistent segmentations, a nonlinear registration transformation is computed. The applied registration procedure uses a curvature-based nonlinear partial differential equation in order to find the appropriate mapping between the images. We present an example for the registration of images of two consecutive histological sections from a uterine cervix specimen, where one section stained with p16INK4a was mapped onto another with H&E staining. Finally, we give an illustrative example for a tissue volume reconstruction based on an alternately stained large serial section.
         
        
            Keywords : 
image registration; image restoration; image segmentation; medical image processing; nonlinear differential equations; partial differential equations; brightfield transmitted light microscopy images; curvature-based nonlinear partial differential equation; nonlinear registration transformation; segmentation procedure; tissue volume reconstruction; Chemicals; Color; Image reconstruction; Image registration; Image segmentation; Immune system; Microscopy; Partial differential equations; Pathology; Stress; Biological tissues; Biomedical image processing; Image color analysis; Image registration; Image segmentation; Image texture analysis; Nonlinear differential equations; Partial differential equations;
         
        
        
        
            Conference_Titel : 
Image Processing, 2006 IEEE International Conference on
         
        
            Conference_Location : 
Atlanta, GA
         
        
        
            Print_ISBN : 
1-4244-0480-0
         
        
        
            DOI : 
10.1109/ICIP.2006.313161