Pew-Thian Yap1, Hongyu An1, Yasheng Chen1, Dinggang Shen1
1Department of Radiology and BRIC, University of North Carolina, Chapel Hill, NC, United States
This abstract presents a post-processing algorithm for effective resolution enhancement of diffusion-weighted images by leveraging local fiber continuity. This algorithms allows us to increase the image resolution from the typical (2mm)^3 to (1mm)^3 with great agreement with actual (1mm)^3 scans. Since the algorithm does not rely on any special hardware or acquisition sequences, it can be applied to all existing data for increasing structural visibility, making it a very valuable tool for aiding identification of abnormalities and in applications such as tractography, segmentation, and registration.