TY - JOUR
T1 - Surface reconstruction of renal corpuscle from microscope renal biopsy image sequence
AU - Zhang, Jun
AU - Furuzuki, Takayuki
PY - 2016/12/1
Y1 - 2016/12/1
N2 - The three dimensional (3D) reconstruction of a medical image sequence can provide intuitive morphologies of a target and help doctors to make more reliable diagnosis and give a proper treatment plan. This paper aims to reconstruct the surface of a renal corpuscle from the microscope renal biopsy image sequence. First, the contours of renal corpuscle in all slices are extracted automatically by using a context-based segmentation method with a coarse registration. Then, a new coevolutionarybased strategy is proposed to realize a fine registration. Finally, a Gauss-Seidel iteration method is introduced to achieve a non-rigid registration. Benefiting from the registrations, a smooth surface of the target can be reconstructed easily. Experimental results prove that the proposed method can effectively register the contours and give an acceptable surface for medical doctors.
AB - The three dimensional (3D) reconstruction of a medical image sequence can provide intuitive morphologies of a target and help doctors to make more reliable diagnosis and give a proper treatment plan. This paper aims to reconstruct the surface of a renal corpuscle from the microscope renal biopsy image sequence. First, the contours of renal corpuscle in all slices are extracted automatically by using a context-based segmentation method with a coarse registration. Then, a new coevolutionarybased strategy is proposed to realize a fine registration. Finally, a Gauss-Seidel iteration method is introduced to achieve a non-rigid registration. Benefiting from the registrations, a smooth surface of the target can be reconstructed easily. Experimental results prove that the proposed method can effectively register the contours and give an acceptable surface for medical doctors.
KW - Coevolutionary strategy
KW - Gauss-Seidel iteration
KW - Non-rigid registration
KW - Rigid registration
KW - Surface reconstruction
UR - http://www.scopus.com/inward/record.url?scp=84999097944&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84999097944&partnerID=8YFLogxK
U2 - 10.1587/transfun.E99.A.2539
DO - 10.1587/transfun.E99.A.2539
M3 - Article
AN - SCOPUS:84999097944
VL - E99A
SP - 2539
EP - 2546
JO - IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences
JF - IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences
SN - 0916-8508
IS - 12
ER -