| MATLAB File Help: cv.SuperpixelSEEDS | Index |
Class implementing the SEEDS (Superpixels Extracted via Energy-Driven Sampling) superpixels algorithm
As described in [VBRV14].
The algorithm uses an efficient hill-climbing algorithm to optimize the superpixels' energy function that is based on color histograms and a boundary term, which is optional. The energy function encourages superpixels to be of the same color, and if the boundary term is activated, the superpixels have smooth boundaries and are of similar shape. In practice it starts from a regular grid of superpixels and moves the pixels or blocks of pixels at the boundaries to refine the solution. The algorithm runs in real-time using a single CPU.
[VBRV14]:
Michael Van den Bergh, Xavier Boix, Gemma Roig, Benjamin de Capitani, and Luc Van Gool. "SEEDS: Superpixels Extracted via Energy-Driven Sampling". In Computer Vision-ECCV 2012, pages 13-26. Springer, 2012.
| Superclasses | handle |
| Sealed | false |
| Construct on load | false |
| SuperpixelSEEDS | Initializes a SuperpixelSEEDS object |
| id | Object ID |
| addlistener | Add listener for event. | |
| clear | Clears the algorithm state | |
| delete | Destructor | |
| 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 | |
| getLabelContourMask | Returns the mask of the superpixel segmentation stored in object | |
| getLabels | Returns the segmentation labeling of the image | |
| getNumberOfSuperpixels | Calculates the superpixel segmentation on a given image stored in object | |
| gt | > (GT) Greater than relation for handles. | |
| Sealed | isvalid | Test handle validity. |
| iterate | Calculates the superpixel segmentation on a given image with the initialized parameters in the object | |
| le | <= (LE) Less than or equal relation for handles. | |
| 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 |