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Difference between revisions of "Descriptor Proposed JFMR"

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(Definition)
(Definition)
Line 3: Line 3:
 
Given a vector field <math>\vec{V}=(u,v)</math>, where <math>u</math> and <math>v</math> represent the components of the winds of each of the annotations.
 
Given a vector field <math>\vec{V}=(u,v)</math>, where <math>u</math> and <math>v</math> represent the components of the winds of each of the annotations.
  
The vector field representation allow to observe the behavior of the winds in a determined region, these behavior are represented like:
+
The vector field representation allow to observe the behavior of the winds in a determined region, these behavior are represented as:
  
 
* Vortex
 
* Vortex

Revision as of 18:50, 19 September 2015

Definition

Given a vector field \vec{V}=(u,v), where u and v represent the components of the winds of each of the annotations.

The vector field representation allow to observe the behavior of the winds in a determined region, these behavior are represented as:

  • Vortex
  • Confluence
  • Difluence
  • Saddle Point

The meteorologists annotated the different configurations that it can present in a period of time and a level determined, this process was done with an annotations tool that allow to select this configurations.

Model Mathematic

Given a vector field \vec{V}, a way to classify this configurations is through the use of phase portrait, this method is used in the dynamic system to understand the behavior of functions of 2 or more variables. In computer vision is used in the detection corner, mammography and others.

This method allows to construct a equation system in which these can calculate the determinant and the trace.

 A =
\begin{bmatrix}
\frac{\partial U}{\partial x} & \frac{\partial U}{\partial y} \\
\frac{\partial V}{\partial x} & \frac{\partial V}{\partial y} \\
\end{bmatrix}

The trace and the determinant indicate as is the behavior of the system. To calculate the trace and determinant with their:

 Trace(A) = \frac{\partial U}{\partial x} + \frac{\partial V}{\partial y}

 det(A) = \left(\frac{\partial U}{\partial x} \frac{\partial V}{\partial y}\right) - \left(\frac{\partial U}{\partial y} \frac{\partial V}{\partial x} \right)

Implementation

The implementation of a descriptor that use the phase portrait