class ipSWmlpCascade

This class is designed to classify a subwindow using a cascade of MLP

Inheritance:


Public Fields

[more]int size_pattern
pattern size
[more]int n_stages
number of stages
[more]Machine** mlps
MLP cascade
[more]real* thresholds
threshold for each stage
[more]MyMeanVarNorm* mv_norm
the normalization
[more]ipCore* enhancing
the image normalization preprocessing
[more]ipCore* smoothing
the smoothing
[more]Sequence* sub_image
the sub_image to store the current input image to process

Public Methods

[more] ipSWmlpCascade( int width_image_, int height_image_, int width_pattern_, int height_pattern_, const char* model_filename_, real threshold_, bool verbose_ = false)
[more]virtual void process(Sequence* seq_in)
[more]virtual ~ipSWmlpCascade()


Inherited from ipSubWindow:

Public Fields

oint width_pattern
oint height_pattern
oint width_image
oint height_image
oshort int x_window
oshort int y_window
oshort int w_window
oshort int h_window
oshort int real_x_window
oshort int real_y_window
oreal threshold
obool ispattern
oint view

Public Methods

ovirtual void resetWindowX(int x_window_)
ovirtual void resetWindowY(int y_window_)
ovirtual void resetWindowSize(int w_window_, int h_window_)
oinline bool isPattern()
ovirtual void stat(void)
ovirtual int getSubWindowMin()


Inherited from ipCore:

Public Fields

output field

input/output image coding field

Public Methods

constructor and destructor

initialization and processing

accessing and modifying output


Documentation

This class is designed to classify a subwindow using a cascade of MLP

This class should be used with a PyramidWindowScan.

oint size_pattern
pattern size

oint n_stages
number of stages

oMachine** mlps
MLP cascade

oreal* thresholds
threshold for each stage

oMyMeanVarNorm* mv_norm
the normalization

oipCore* enhancing
the image normalization preprocessing

oipCore* smoothing
the smoothing

oSequence* sub_image
the sub_image to store the current input image to process

o ipSWmlpCascade( int width_image_, int height_image_, int width_pattern_, int height_pattern_, const char* model_filename_, real threshold_, bool verbose_ = false)

ovirtual void process(Sequence* seq_in)

ovirtual ~ipSWmlpCascade()


This class has no child classes.
Author:
Sebastien Marcel (marcel@idiap.ch)
Version:
2.0 Wed 28 Jun 2006 05:19:37 PM CEST
Since:
1.0

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