DocumentCode
408274
Title
A modified optical image reconstruction model with information feedback
Author
Zhang, Chaoyang ; Zhang, Yukong
Author_Institution
Dept. of Comput. Sci. & Stat., Southern Mississippi Univ., Hattiesburg, MS, USA
Volume
1
fYear
2004
fDate
5-7 April 2004
Firstpage
102
Abstract
The significant computational overhead associated with the iterative reconstruction process of biomedical optical imaging is one of the major factors that hinder its application in clinical diagnosis, especially for large tissue volumes. Based on previous studies, the paper presents a general purpose biomedical optical image reconstruction model along with components and data flow diagram, and proposes a modified model taking into account the information feedback during the iterative image reconstruction process to control the image resolution in the subdomain of interest, and hence to detect interior targets, such as tumors, from the discrete measurements collected on the surface of clinically relevant tissue. The modified image reconstruction model (MIRM) may provide a means to detect small targets and improve the image quality at relatively low computational cost.
Keywords
biomedical optical imaging; image reconstruction; image resolution; medical image processing; patient diagnosis; tumours; biomedical optical image reconstruction model; biomedical optical imaging; clinical diagnosis; clinically relevant tissue; data flow diagram; discrete measurements; image quality; image resolution; information feedback; interior target detection; iterative image reconstruction; large tissue volumes; modified image reconstruction model; tumor detection; Biomedical computing; Biomedical optical imaging; Clinical diagnosis; Image reconstruction; Image resolution; Optical computing; Optical control; Optical devices; Optical feedback; Process control;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Technology: Coding and Computing, 2004. Proceedings. ITCC 2004. International Conference on
Print_ISBN
0-7695-2108-8
Type
conf
DOI
10.1109/ITCC.2004.1286433
Filename
1286433
Link To Document