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Class implementing VGG (Oxford Visual Geometry Group) descriptor
Trained end to end using "Descriptor Learning Using Convex Optimisation" (DLCO) aparatus described in [Simonyan14].
[Simonyan14]:
K. Simonyan, A. Vedaldi, and A. Zisserman. "Learning local feature descriptors using convex optimisation". IEEE Transactions on Pattern Analysis and Machine Intelligence, 2014.
| Superclasses | handle |
| Sealed | false |
| Construct on load | false |
| VGG | Constructor |
| ScaleFactor | Adjust the sampling window of detected keypoints. |
| Sigma | Gaussian kernel value for image blur. |
| UseNormalizeDescriptor | Use 8-bit normalized descriptors. |
| UseNormalizeImage | Use image sample intensity normalization. |
| UseScaleOrientation | Sample patterns using keypoints orientation. |
| id | Object ID |
| addlistener | Add listener for event. | |
| clear | Clears the algorithm state | |
| compute | Computes the descriptors for a set of keypoints detected in an image or image set | |
| defaultNorm | Returns the default norm type | |
| delete | Destructor | |
| descriptorSize | Returns the descriptor size in bytes | |
| descriptorType | Returns the descriptor type | |
| empty | Checks if detector object is empty | |
| eq | == (EQ) Test handle equality. | |
| 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 | |
| typeid | Name of the C++ type (RTTI) |
| ObjectBeingDestroyed | Notifies listeners that a particular object has been destroyed. |