The most basic object or instance detector from image input. More...
Public Member Functions | |
| def | __init__ (self, processor=None) |
| def | info (self) |
| Provide information about the current class implementation. More... | |
| def | measure (self, I) |
| Generate detection measurements from image input. More... | |
 Public Member Functions inherited from Base | |
| def | __init__ (self) |
| Instantiate a detector Base activity class object. More... | |
| def | adapt (self) |
| Adapt any internal parameters based on activity state, signal, and any other historical information. More... | |
| def | correct (self) |
| Reconcile prediction and measurement as fitting. More... | |
| def | detect (self, signal) |
| Run detection only processing pipeline (no adaptation). More... | |
| def | emptyDebug (self) |
| Return empty debug state information. More... | |
| def | emptyState (self) |
| Return empty state. More... | |
| def | getDebug (self) |
| Return current/latest debug state information. More... | |
| def | getState (self) |
| Return current/latest state. More... | |
| def | predict (self) |
| Predict next state from current state. More... | |
| def | process (self, signal) |
| Process the new incoming signal on full detection pipeline. More... | |
| def | save (self, fileName) |
| Outer method for saving to a file given as a string. More... | |
| def | saveTo (self, fPtr) |
| Empty method for saving internal information to HDF5 file. More... | |
Public Attributes | |
| Ip | |
| processor | |
| Public Attributes inherited from Base | |
| x | |
| Detection state. More... | |
Additional Inherited Members | |
| Static Public Member Functions inherited from Base | |
| def | load (fileName, relpath=None) |
| Outer method for loading file given as a string (with path). More... | |
| def | loadFrom (fPtr) |
| Empty method for loading internal information from HDF5 file. More... | |
Detailed Description
The most basic object or instance detector from image input.
Really this class should be overloaded for most cases, but simple image-based detectors can be created from this class with the right pre/post processor. The trick is to have the improcessor output a binary image for downstream use.
Constructor & Destructor Documentation
◆ __init__()
| def __init__ | ( | self, | |
processor = None |
|||
| ) |
Reimplemented in bgImage, fgImage, bgImageRBGD, inImageRGBD, FromSketch, imageOccupancy, targetNeon, targetCorner, and targetMagenta.
Member Function Documentation
◆ info()
| def info | ( | self | ) |
Provide information about the current class implementation.
Exists for reproducibility purposes. Usually stores the factory information used to build the current class instance.
Reimplemented in inCornerEstimator, bgConical, fgGaussian, bgGaussian, onWorkspace, and fgDifferences.
◆ measure()
| def measure | ( | self, | |
| I | |||
| ) |
Generate detection measurements from image input.
Base method really doesn't compute anything, but will apply image processing if an image processor is define. In this manner, simple detection schemes may be implemented by passing the input image through the image processor.
Reimplemented from Base.
Reimplemented in bgConical, imageOccupancy, inCornerEstimator, inCorner, bgGaussian, bgmodelGMM_cv, bgmodelGMM, onWorkspace, targetSG, targetNeon, inImageRGBD, targetCorner, and targetMagenta.
Member Data Documentation
◆ Ip
| Ip |
◆ processor
| processor |
The documentation for this class was generated from the following file:
- /home/pvela/python/detector/detector/inImage.py
