Title :
Optical Doppler coherence tomography algorithms: quantitative analysis
Author :
Piao, Daqing ; Zhu, Quing ; Otis, Linda
Author_Institution :
Electr. & Comput. Eng. Dept., Connecticut Univ., Storrs, CT, USA
Abstract :
We present, to our knowledge, the first quantitative comparisons of five flow estimation algorithms for optical Doppler coherent tomography. We have used simulated 1D, 2D, and in vivo blood flow data to investigate the estimation accuracy and sensitivity of these algorithms. We introduce, among these five methods, 3 new algorithms: weighted centroid, sliding-window filtering, and autocorrelation. The weighted centroid, sliding-window filtering and the existing adaptive centroid algorithms have considerably higher sensitivity and accuracy over the autocorrelation and existing cross-correlation methods.
Keywords :
Doppler measurement; adaptive signal processing; biomedical optical imaging; blood flow measurement; correlation methods; filtering theory; flow simulation; laminar flow; medical image processing; optical tomography; 1D blood flow data; 2D blood flow data; accuracy; adaptive centroid algorithms; autocorrelation; cross-correlation methods; flow estimation algorithms; in vivo blood flow data; laminar flow signal simulations; optical Doppler coherence tomography algorithms; quantitative analysis; sensitivity; sliding-window filtering; weighted centroid; Adaptive filters; Algorithm design and analysis; Autocorrelation; Blood flow; Filtering algorithms; Image motion analysis; In vivo; Optical filters; Optical sensors; Tomography;
Conference_Titel :
Biomedical Imaging, 2002. Proceedings. 2002 IEEE International Symposium on
Print_ISBN :
0-7803-7584-X
DOI :
10.1109/ISBI.2002.1029251