Monogenic curvature tensor as image model
In this chapter, a new rotation-invariant generalization of the analytic
signal will be presented to analyze intrinsic 1D and 2D local image structures. By
combining differential geometry and Clifford analysis, the monogenic curvature tensor
can be derived to perform a split of identity and to enable simultaneous estimation
of local amplitude, phase, main orientation and angle of intersection in a
monogenic scale-space framework.