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https://github.com/ruby-opencv/ruby-opencv
synced 2023-03-27 23:22:12 -04:00
add LBPH face recognizer
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6 changed files with 4498 additions and 0 deletions
70
ext/opencv/lbph.cpp
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70
ext/opencv/lbph.cpp
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/************************************************************
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lbph.cpp -
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$Author: ser1zw $
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Copyright (C) 2013 ser1zw
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************************************************************/
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#include <stdio.h>
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#include "lbph.h"
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/*
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* Document-class: OpenCV::LBPH
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*
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*/
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__NAMESPACE_BEGIN_OPENCV
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__NAMESPACE_BEGIN_LBPH
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VALUE rb_klass;
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VALUE
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rb_class()
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{
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return rb_klass;
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}
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/*
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* call-seq:
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* LBPH.new(radius=1, neighbors=8, grid_x=8, grid_y=8, threshold=DBL_MAX) -> cvmat
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*/
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VALUE
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rb_initialize(int argc, VALUE argv[], VALUE self)
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{
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VALUE radius_val, neighbors_val, grid_x_val, grid_y_val, threshold_val;
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rb_scan_args(argc, argv, "05", &radius_val, &neighbors_val, &grid_x_val, &grid_y_val, &threshold_val);
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int radius = NIL_P(radius_val) ? 1 : NUM2INT(radius_val);
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int neighbors = NIL_P(neighbors_val) ? 8 : NUM2INT(neighbors_val);
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int grid_x = NIL_P(grid_x_val) ? 8 : NUM2INT(grid_x_val);
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int grid_y = NIL_P(grid_y_val) ? 8 : NUM2INT(grid_y_val);
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double threshold = NIL_P(threshold_val) ? DBL_MAX : NUM2INT(threshold_val);
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free(DATA_PTR(self));
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cv::Ptr<cv::FaceRecognizer> ptr = cv::createLBPHFaceRecognizer(radius, neighbors, grid_x, grid_y, threshold);
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DATA_PTR(self) = ptr;
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cFaceRecognizer::guard_facerecognizer(DATA_PTR(self), ptr);
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return self;
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}
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void
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define_ruby_class()
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{
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if (rb_klass)
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return;
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/*
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* opencv = rb_define_module("OpenCV");
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*
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* note: this comment is used by rdoc.
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*/
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VALUE opencv = rb_module_opencv();
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rb_klass = rb_define_class_under(opencv, "LBPH", cFaceRecognizer::rb_class());
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rb_define_alloc_func(rb_klass, cFaceRecognizer::allocate_facerecognizer);
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rb_define_private_method(rb_klass, "initialize", RUBY_METHOD_FUNC(rb_initialize), -1);
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}
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__NAMESPACE_END_LBPH
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__NAMESPACE_END_OPENCV
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30
ext/opencv/lbph.h
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30
ext/opencv/lbph.h
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/************************************************************
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lbph.h
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$Author: ser1zw $
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Copyright (C) 2013 ser1zw
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************************************************************/
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#ifndef RUBY_OPENCV_LBPH_H
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#define RUBY_OPENCV_LBPH_H
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#include "opencv.h"
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#define __NAMESPACE_BEGIN_LBPH namespace cLBPH {
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#define __NAMESPACE_END_LBPH }
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__NAMESPACE_BEGIN_OPENCV
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__NAMESPACE_BEGIN_LBPH
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VALUE rb_class();
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void define_ruby_class();
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VALUE rb_initialize(int argc, VALUE argv[], VALUE self);
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__NAMESPACE_END_LBPH
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__NAMESPACE_END_OPENCV
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#endif // RUBY_OPENCV_LBPH_H
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@ -759,6 +759,7 @@ extern "C" {
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mOpenCV::cFaceRecognizer::define_ruby_class();
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mOpenCV::cEigenFaces::define_ruby_class();
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mOpenCV::cFisherFaces::define_ruby_class();
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mOpenCV::cLBPH::define_ruby_class();
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mOpenCV::mGUI::define_ruby_module();
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mOpenCV::mGUI::cWindow::define_ruby_class();
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@ -134,6 +134,7 @@ extern "C" {
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#include "facerecognizer.h"
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#include "eigenfaces.h"
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#include "fisherfaces.h"
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#include "lbph.h"
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// GUI
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#include "gui.h"
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4304
test/lbph_save.xml
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4304
test/lbph_save.xml
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File diff suppressed because it is too large
Load diff
92
test/test_lbph.rb
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92
test/test_lbph.rb
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#!/usr/bin/env ruby
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# -*- mode: ruby; coding: utf-8-unix -*-
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require 'test/unit'
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require 'opencv'
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require 'date'
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require File.expand_path(File.dirname(__FILE__)) + '/helper'
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include OpenCV
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# Tests for OpenCV::LBPH
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class TestLBPH < OpenCVTestCase
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def setup
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@lbph = LBPH.new
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@lbph_trained = LBPH.new
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@images = [CvMat.load(FILENAME_LENA256x256, CV_LOAD_IMAGE_GRAYSCALE)] * 2
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@lbph_trained.train(@images, [1, 1])
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end
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def test_initialize
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[LBPH.new, LBPH.new(1), LBPH.new(1, 2, 3, 4, 5.0)].each { |lbph|
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assert_equal(LBPH, lbph.class)
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}
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assert_raise(TypeError) {
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LBPH.new(DUMMY_OBJ)
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}
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assert_raise(TypeError) {
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LBPH.new(1, DUMMY_OBJ)
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}
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assert_raise(TypeError) {
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LBPH.new(1, 2, DUMMY_OBJ)
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}
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assert_raise(TypeError) {
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LBPH.new(1, 2, 3, DUMMY_OBJ)
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}
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assert_raise(TypeError) {
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LBPH.new(1, 2, 3, 4, DUMMY_OBJ)
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}
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end
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def test_train
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assert_nil(@lbph.train(@images, [1, 1]))
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assert_raise(TypeError) {
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@lbph.train(DUMMY_OBJ, [1, 1])
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}
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assert_raise(TypeError) {
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@lbph.train(@images, DUMMY_OBJ)
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}
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end
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def test_predict
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assert_equal(1, @lbph_trained.predict(@images[0]))
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assert_raise(TypeError) {
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@lbph_trained.predict(DUMMY_OBJ)
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}
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end
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def test_save
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filename = "lbph_save-#{DateTime.now.strftime('%Y%m%d%H%M%S')}.xml"
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begin
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@lbph_trained.save(filename)
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assert(File.exist? filename)
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ensure
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File.delete filename
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end
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assert_raise(TypeError) {
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@lbph_trained.save(DUMMY_OBJ)
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}
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end
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def test_load
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assert_nothing_raised {
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@lbph.load('lbph_save.xml')
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}
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assert_raise(TypeError) {
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@lbph.load(DUMMY_OBJ)
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}
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end
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def test_name
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assert_equal('FaceRecognizer.LBPH', @lbph.name)
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end
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end
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