From d08851893ada9f551df448e825208e89118e9e4b Mon Sep 17 00:00:00 2001 From: ser1zw Date: Sun, 6 Oct 2013 05:49:20 +0900 Subject: [PATCH] add LBPH face recognizer --- ext/opencv/lbph.cpp | 70 + ext/opencv/lbph.h | 30 + ext/opencv/opencv.cpp | 1 + ext/opencv/opencv.h | 1 + test/lbph_save.xml | 4304 +++++++++++++++++++++++++++++++++++++++++ test/test_lbph.rb | 92 + 6 files changed, 4498 insertions(+) create mode 100644 ext/opencv/lbph.cpp create mode 100644 ext/opencv/lbph.h create mode 100644 test/lbph_save.xml create mode 100755 test/test_lbph.rb diff --git a/ext/opencv/lbph.cpp b/ext/opencv/lbph.cpp new file mode 100644 index 0000000..35577f6 --- /dev/null +++ b/ext/opencv/lbph.cpp @@ -0,0 +1,70 @@ +/************************************************************ + + lbph.cpp - + + $Author: ser1zw $ + + Copyright (C) 2013 ser1zw + +************************************************************/ +#include +#include "lbph.h" +/* + * Document-class: OpenCV::LBPH + * + */ +__NAMESPACE_BEGIN_OPENCV +__NAMESPACE_BEGIN_LBPH + +VALUE rb_klass; + +VALUE +rb_class() +{ + return rb_klass; +} + +/* + * call-seq: + * LBPH.new(radius=1, neighbors=8, grid_x=8, grid_y=8, threshold=DBL_MAX) -> cvmat + */ +VALUE +rb_initialize(int argc, VALUE argv[], VALUE self) +{ + VALUE radius_val, neighbors_val, grid_x_val, grid_y_val, threshold_val; + rb_scan_args(argc, argv, "05", &radius_val, &neighbors_val, &grid_x_val, &grid_y_val, &threshold_val); + + int radius = NIL_P(radius_val) ? 1 : NUM2INT(radius_val); + int neighbors = NIL_P(neighbors_val) ? 8 : NUM2INT(neighbors_val); + int grid_x = NIL_P(grid_x_val) ? 8 : NUM2INT(grid_x_val); + int grid_y = NIL_P(grid_y_val) ? 8 : NUM2INT(grid_y_val); + double threshold = NIL_P(threshold_val) ? DBL_MAX : NUM2INT(threshold_val); + + free(DATA_PTR(self)); + cv::Ptr ptr = cv::createLBPHFaceRecognizer(radius, neighbors, grid_x, grid_y, threshold); + DATA_PTR(self) = ptr; + + cFaceRecognizer::guard_facerecognizer(DATA_PTR(self), ptr); + + return self; +} + +void +define_ruby_class() +{ + if (rb_klass) + return; + /* + * opencv = rb_define_module("OpenCV"); + * + * note: this comment is used by rdoc. + */ + VALUE opencv = rb_module_opencv(); + rb_klass = rb_define_class_under(opencv, "LBPH", cFaceRecognizer::rb_class()); + rb_define_alloc_func(rb_klass, cFaceRecognizer::allocate_facerecognizer); + rb_define_private_method(rb_klass, "initialize", RUBY_METHOD_FUNC(rb_initialize), -1); +} + +__NAMESPACE_END_LBPH +__NAMESPACE_END_OPENCV + diff --git a/ext/opencv/lbph.h b/ext/opencv/lbph.h new file mode 100644 index 0000000..accc7c6 --- /dev/null +++ b/ext/opencv/lbph.h @@ -0,0 +1,30 @@ +/************************************************************ + + lbph.h + + $Author: ser1zw $ + + Copyright (C) 2013 ser1zw + +************************************************************/ +#ifndef RUBY_OPENCV_LBPH_H +#define RUBY_OPENCV_LBPH_H + +#include "opencv.h" + +#define __NAMESPACE_BEGIN_LBPH namespace cLBPH { +#define __NAMESPACE_END_LBPH } + +__NAMESPACE_BEGIN_OPENCV +__NAMESPACE_BEGIN_LBPH + +VALUE rb_class(); + +void define_ruby_class(); +VALUE rb_initialize(int argc, VALUE argv[], VALUE self); + +__NAMESPACE_END_LBPH +__NAMESPACE_END_OPENCV + +#endif // RUBY_OPENCV_LBPH_H + diff --git a/ext/opencv/opencv.cpp b/ext/opencv/opencv.cpp index e69c92c..c51aee8 100644 --- a/ext/opencv/opencv.cpp +++ b/ext/opencv/opencv.cpp @@ -759,6 +759,7 @@ extern "C" { mOpenCV::cFaceRecognizer::define_ruby_class(); mOpenCV::cEigenFaces::define_ruby_class(); mOpenCV::cFisherFaces::define_ruby_class(); + mOpenCV::cLBPH::define_ruby_class(); mOpenCV::mGUI::define_ruby_module(); mOpenCV::mGUI::cWindow::define_ruby_class(); diff --git a/ext/opencv/opencv.h b/ext/opencv/opencv.h index e150b01..6bf5e42 100644 --- a/ext/opencv/opencv.h +++ b/ext/opencv/opencv.h @@ -134,6 +134,7 @@ extern "C" { #include "facerecognizer.h" #include "eigenfaces.h" #include "fisherfaces.h" +#include "lbph.h" // GUI #include "gui.h" diff --git a/test/lbph_save.xml b/test/lbph_save.xml new file mode 100644 index 0000000..b75178b --- /dev/null +++ b/test/lbph_save.xml @@ -0,0 +1,4304 @@ + + +1 +8 +8 +8 + + <_ type_id="opencv-matrix"> + 1 + 16384 +
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i
+ + 1 2 + diff --git a/test/test_lbph.rb b/test/test_lbph.rb new file mode 100755 index 0000000..4ff107b --- /dev/null +++ b/test/test_lbph.rb @@ -0,0 +1,92 @@ +#!/usr/bin/env ruby +# -*- mode: ruby; coding: utf-8-unix -*- +require 'test/unit' +require 'opencv' +require 'date' +require File.expand_path(File.dirname(__FILE__)) + '/helper' + +include OpenCV + +# Tests for OpenCV::LBPH +class TestLBPH < OpenCVTestCase + def setup + @lbph = LBPH.new + + @lbph_trained = LBPH.new + @images = [CvMat.load(FILENAME_LENA256x256, CV_LOAD_IMAGE_GRAYSCALE)] * 2 + @lbph_trained.train(@images, [1, 1]) + end + + def test_initialize + [LBPH.new, LBPH.new(1), LBPH.new(1, 2, 3, 4, 5.0)].each { |lbph| + assert_equal(LBPH, lbph.class) + } + + assert_raise(TypeError) { + LBPH.new(DUMMY_OBJ) + } + + assert_raise(TypeError) { + LBPH.new(1, DUMMY_OBJ) + } + + assert_raise(TypeError) { + LBPH.new(1, 2, DUMMY_OBJ) + } + + assert_raise(TypeError) { + LBPH.new(1, 2, 3, DUMMY_OBJ) + } + + assert_raise(TypeError) { + LBPH.new(1, 2, 3, 4, DUMMY_OBJ) + } + end + + def test_train + assert_nil(@lbph.train(@images, [1, 1])) + + assert_raise(TypeError) { + @lbph.train(DUMMY_OBJ, [1, 1]) + } + + assert_raise(TypeError) { + @lbph.train(@images, DUMMY_OBJ) + } + end + + def test_predict + assert_equal(1, @lbph_trained.predict(@images[0])) + + assert_raise(TypeError) { + @lbph_trained.predict(DUMMY_OBJ) + } + end + + def test_save + filename = "lbph_save-#{DateTime.now.strftime('%Y%m%d%H%M%S')}.xml" + begin + @lbph_trained.save(filename) + assert(File.exist? filename) + ensure + File.delete filename + end + assert_raise(TypeError) { + @lbph_trained.save(DUMMY_OBJ) + } + end + + def test_load + assert_nothing_raised { + @lbph.load('lbph_save.xml') + } + assert_raise(TypeError) { + @lbph.load(DUMMY_OBJ) + } + end + + def test_name + assert_equal('FaceRecognizer.LBPH', @lbph.name) + end +end +