Multiscale singularity trees

TY - ABST

T1 - Multiscale singularity trees

AU - Somchaipeng, Kerawit

AU - Sporring, Jon

AU - Johansen, Peter

AU - Kreiborg, Sven

PY - 2007/12

Y1 - 2007/12

N2 - We propose MultiScale Singularity Trees (MSSTs) as a structure to represent images, and we propose an algorithm for image comparison based on comparing MSSTs. The algorithm is tested on 3 public image databases and compared to 2 state-of-theart methods. We conclude that the computational complexity of our algorithm only allows for the comparison of small trees, and that the results of our method are comparable with state-of-the-art using much fewer parameters for image representation.

AB - We propose MultiScale Singularity Trees (MSSTs) as a structure to represent images, and we propose an algorithm for image comparison based on comparing MSSTs. The algorithm is tested on 3 public image databases and compared to 2 state-of-theart methods. We conclude that the computational complexity of our algorithm only allows for the comparison of small trees, and that the results of our method are comparable with state-of-the-art using much fewer parameters for image representation.

M3 - Conference abstract in journal

SN - 1617-7061

VL - 7

JO - Proceedings in Applied Mathematics and Mechanics

JF - Proceedings in Applied Mathematics and Mechanics

IS - 1

T2 - 6th International Congress on Industrial and Applied Mathematics (ICIAM)

Y2 - 16 July 2007 through 20 July 2007

ER -