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Interface for Adaptive Manifold Filter realizations
For more details about this filter see [Gastal12] and References.
Below listed optional parameters which may be set up:
SigmaS = 16.0 Spatial standard deviation.SigmaR = 0.2 Color space standard deviation.TreeHeight = -1 Height of the manifold tree
(default = -1 : automatically computed).PCAIterations = 1 Number of iterations to compute the eigenvector.AdjustOutliers = false Specify adjust outliers using Eq. 9 or not.UseRNG = true Specify use random number generator to compute
eigenvector or not.[Gastal12]:
Eduardo SL Gastal and Manuel M Oliveira. "Adaptive manifolds for real-time high-dimensional filtering". ACM Transactions on Graphics (TOG), 31(4):33, 2012.
| Superclasses | handle |
| Sealed | false |
| Construct on load | false |
| AdaptiveManifoldFilter | Factory method, create instance of AdaptiveManifoldFilter and produce some initialization routines |
| AdjustOutliers | Specify adjust outliers using Eq. 9 or not. |
| PCAIterations | Number of iterations to compute the eigenvector. |
| SigmaR | Color space standard deviation. |
| SigmaS | Spatial standard deviation. |
| TreeHeight | Height of the manifold tree. |
| UseRNG | Specify use random number generator to compute eigenvector or not. |
| id | Object ID |
| addlistener | Add listener for event. | |
| Static | amFilter | Simple one-line Adaptive Manifold Filter call |
| clear | Clears the algorithm state | |
| collectGarbage | Collect garbage | |
| delete | Destructor | |
| empty | Checks if detector object is empty | |
| eq | == (EQ) Test handle equality. | |
| filter | Apply high-dimensional filtering using adaptive manifolds | |
| findobj | Find objects matching specified conditions. | |
| findprop | Find property of MATLAB handle object. | |
| ge | >= (GE) Greater than or equal relation for handles. | |
| getDefaultName | Returns the algorithm string identifier | |
| gt | > (GT) Greater than relation for handles. | |
| Sealed | isvalid | Test handle validity. |
| le | <= (LE) Less than or equal relation for handles. | |
| listener | Add listener for event without binding the listener to the source object. | |
| load | Loads algorithm from a file or a string | |
| lt | < (LT) Less than relation for handles. | |
| ne | ~= (NE) Not equal relation for handles. | |
| notify | Notify listeners of event. | |
| save | Saves the algorithm parameters to a file |
| ObjectBeingDestroyed | Notifies listeners that a particular object has been destroyed. |