Title of article :
A Riemannian scalar measure for diffusion tensor images
Author/Authors :
Astola، نويسنده , , Laura and Fuster، نويسنده , , Andrea and Florack، نويسنده , , Luc، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2011
Abstract :
We study a well-known scalar quantity in Riemannian geometry, the Ricci scalar, in the context of diffusion tensor imaging (DTI), which is an emerging non-invasive medical imaging modality. We derive a physical interpretation for the Ricci scalar and explore experimentally its significance in DTI. We also extend the definition of the Ricci scalar to the case of high angular resolution diffusion imaging (HARDI) using Finsler geometry. We mention that the Ricci scalar is not only suitable for tensor valued image analysis, but it can be computed for any mapping f : R n → R m ( m ≤ n ) .
Keywords :
Riemann geometry , Diffusion Tensor Imaging , Ricci scalar , Finsler geometry , High angular resolution diffusion imaging
Journal title :
PATTERN RECOGNITION
Journal title :
PATTERN RECOGNITION