/* * GStreamer * Copyright (C) 2005 Thomas Vander Stichele * Copyright (C) 2005 Ronald S. Bultje * Copyright (C) 2008 Michael Sheldon * * Permission is hereby granted, free of charge, to any person obtaining a * copy of this software and associated documentation files (the "Software"), * to deal in the Software without restriction, including without limitation * the rights to use, copy, modify, merge, publish, distribute, sublicense, * and/or sell copies of the Software, and to permit persons to whom the * Software is furnished to do so, subject to the following conditions: * * The above copyright notice and this permission notice shall be included in * all copies or substantial portions of the Software. * * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER * DEALINGS IN THE SOFTWARE. * * Alternatively, the contents of this file may be used under the * GNU Lesser General Public License Version 2.1 (the "LGPL"), in * which case the following provisions apply instead of the ones * mentioned above: * * This library is free software; you can redistribute it and/or * modify it under the terms of the GNU Library General Public * License as published by the Free Software Foundation; either * version 2 of the License, or (at your option) any later version. * * This library is distributed in the hope that it will be useful, * but WITHOUT ANY WARRANTY; without even the implied warranty of * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU * Library General Public License for more details. * * You should have received a copy of the GNU Library General Public * License along with this library; if not, write to the * Free Software Foundation, Inc., 59 Temple Place - Suite 330, * Boston, MA 02111-1307, USA. */ /** * SECTION:element-facedetect * * FIXME:Describe facedetect here. * * * Example launch line * |[ * gst-launch-0.10 videotestsrc ! decodebin ! ffmpegcolorspace ! facedetect ! ffmpegcolorspace ! xvimagesink * ]| * */ #ifdef HAVE_CONFIG_H # include #endif #include #include "gstfacedetect.h" GST_DEBUG_CATEGORY_STATIC (gst_facedetect_debug); #define GST_CAT_DEFAULT gst_facedetect_debug #define DEFAULT_PROFILE "/usr/share/opencv/haarcascades/haarcascade_frontalface_default.xml" #define DEFAULT_SCALE_FACTOR 1.1 #define DEFAULT_FLAGS 0 #define DEFAULT_MIN_NEIGHBORS 3 #define DEFAULT_MIN_SIZE_WIDTH 0 #define DEFAULT_MIN_SIZE_HEIGHT 0 /* Filter signals and args */ enum { /* FILL ME */ LAST_SIGNAL }; enum { PROP_0, PROP_DISPLAY, PROP_PROFILE, PROP_SCALE_FACTOR, PROP_MIN_NEIGHBORS, PROP_FLAGS, PROP_MIN_SIZE_WIDTH, PROP_MIN_SIZE_HEIGHT }; /** * GstOpencvFaceDetectFlags: * @GST_CAMERABIN_FLAG_SOURCE_RESIZE: enable video crop and scale * after capture * * Flags parameter to OpenCV's cvHaarDetectObjects function. */ typedef enum { GST_OPENCV_FACE_DETECT_HAAR_DO_CANNY_PRUNING = (1 << 0) } GstOpencvFaceDetectFlags; #define GST_TYPE_OPENCV_FACE_DETECT_FLAGS (gst_opencv_face_detect_flags_get_type()) static void register_gst_opencv_face_detect_flags (GType * id) { static const GFlagsValue values[] = { {(guint) GST_OPENCV_FACE_DETECT_HAAR_DO_CANNY_PRUNING, "Do Canny edge detection to discard some regions", "do-canny-pruning"}, {0, NULL, NULL} }; *id = g_flags_register_static ("GstOpencvFaceDetectFlags", values); } static GType gst_opencv_face_detect_flags_get_type (void) { static GType id; static GOnce once = G_ONCE_INIT; g_once (&once, (GThreadFunc) register_gst_opencv_face_detect_flags, &id); return id; } /* the capabilities of the inputs and outputs. */ static GstStaticPadTemplate sink_factory = GST_STATIC_PAD_TEMPLATE ("sink", GST_PAD_SINK, GST_PAD_ALWAYS, GST_STATIC_CAPS ("video/x-raw-rgb") ); static GstStaticPadTemplate src_factory = GST_STATIC_PAD_TEMPLATE ("src", GST_PAD_SRC, GST_PAD_ALWAYS, GST_STATIC_CAPS ("video/x-raw-rgb") ); GST_BOILERPLATE (Gstfacedetect, gst_facedetect, GstOpencvVideoFilter, GST_TYPE_OPENCV_VIDEO_FILTER); static void gst_facedetect_set_property (GObject * object, guint prop_id, const GValue * value, GParamSpec * pspec); static void gst_facedetect_get_property (GObject * object, guint prop_id, GValue * value, GParamSpec * pspec); static gboolean gst_facedetect_set_caps (GstOpencvVideoFilter * transform, gint in_width, gint in_height, gint in_depth, gint in_channels, gint out_width, gint out_height, gint out_depth, gint out_channels); static GstFlowReturn gst_facedetect_transform_ip (GstOpencvVideoFilter * base, GstBuffer * buf, IplImage * img); static void gst_facedetect_load_profile (Gstfacedetect * filter); /* Clean up */ static void gst_facedetect_finalize (GObject * obj) { Gstfacedetect *filter = GST_FACEDETECT (obj); if (filter->cvGray) { cvReleaseImage (&filter->cvGray); } if (filter->cvStorage) { cvReleaseMemStorage (&filter->cvStorage); } g_free (filter->profile); G_OBJECT_CLASS (parent_class)->finalize (obj); } /* GObject vmethod implementations */ static void gst_facedetect_base_init (gpointer gclass) { GstElementClass *element_class = GST_ELEMENT_CLASS (gclass); gst_element_class_set_details_simple (element_class, "facedetect", "Filter/Effect/Video", "Performs face detection on videos and images, providing detected positions via bus messages", "Michael Sheldon "); gst_element_class_add_pad_template (element_class, gst_static_pad_template_get (&src_factory)); gst_element_class_add_pad_template (element_class, gst_static_pad_template_get (&sink_factory)); } /* initialize the facedetect's class */ static void gst_facedetect_class_init (GstfacedetectClass * klass) { GObjectClass *gobject_class; GstOpencvVideoFilterClass *gstopencvbasefilter_class; gobject_class = (GObjectClass *) klass; gstopencvbasefilter_class = (GstOpencvVideoFilterClass *) klass; parent_class = g_type_class_peek_parent (klass); gobject_class->finalize = GST_DEBUG_FUNCPTR (gst_facedetect_finalize); gobject_class->set_property = gst_facedetect_set_property; gobject_class->get_property = gst_facedetect_get_property; gstopencvbasefilter_class->cv_trans_ip_func = gst_facedetect_transform_ip; gstopencvbasefilter_class->cv_set_caps = gst_facedetect_set_caps; g_object_class_install_property (gobject_class, PROP_DISPLAY, g_param_spec_boolean ("display", "Display", "Sets whether the detected faces should be highlighted in the output", TRUE, G_PARAM_READWRITE | G_PARAM_STATIC_STRINGS)); g_object_class_install_property (gobject_class, PROP_PROFILE, g_param_spec_string ("profile", "Profile", "Location of Haar cascade file to use for face detection", DEFAULT_PROFILE, G_PARAM_READWRITE | G_PARAM_STATIC_STRINGS)); g_object_class_install_property (gobject_class, PROP_FLAGS, g_param_spec_flags ("flags", "Flags", "Flags to cvHaarDetectObjects", GST_TYPE_OPENCV_FACE_DETECT_FLAGS, DEFAULT_FLAGS, G_PARAM_READWRITE | G_PARAM_STATIC_STRINGS)); g_object_class_install_property (gobject_class, PROP_SCALE_FACTOR, g_param_spec_double ("scale-factor", "Scale factor", "Factor by which the windows is scaled after each scan", 1.1, 10.0, DEFAULT_SCALE_FACTOR, G_PARAM_READWRITE | G_PARAM_STATIC_STRINGS)); g_object_class_install_property (gobject_class, PROP_MIN_NEIGHBORS, g_param_spec_int ("min-neighbors", "Mininum neighbors", "Minimum number (minus 1) of neighbor rectangles that makes up " "an object", 0, G_MAXINT, DEFAULT_MIN_NEIGHBORS, G_PARAM_READWRITE | G_PARAM_STATIC_STRINGS)); g_object_class_install_property (gobject_class, PROP_MIN_SIZE_WIDTH, g_param_spec_int ("min-size-width", "Minimum size width", "Minimum window width size", 0, G_MAXINT, DEFAULT_MIN_SIZE_WIDTH, G_PARAM_READWRITE | G_PARAM_STATIC_STRINGS)); g_object_class_install_property (gobject_class, PROP_MIN_SIZE_HEIGHT, g_param_spec_int ("min-size-height", "Minimum size height", "Minimum window height size", 0, G_MAXINT, DEFAULT_MIN_SIZE_HEIGHT, G_PARAM_READWRITE | G_PARAM_STATIC_STRINGS)); } /* initialize the new element * instantiate pads and add them to element * set pad calback functions * initialize instance structure */ static void gst_facedetect_init (Gstfacedetect * filter, GstfacedetectClass * gclass) { filter->profile = g_strdup (DEFAULT_PROFILE); filter->display = TRUE; filter->scale_factor = DEFAULT_SCALE_FACTOR; filter->min_neighbors = DEFAULT_MIN_NEIGHBORS; filter->flags = DEFAULT_FLAGS; filter->min_size_width = DEFAULT_MIN_SIZE_WIDTH; filter->min_size_height = DEFAULT_MIN_SIZE_HEIGHT; gst_facedetect_load_profile (filter); gst_opencv_video_filter_set_in_place (GST_OPENCV_VIDEO_FILTER_CAST (filter), TRUE); } static void gst_facedetect_set_property (GObject * object, guint prop_id, const GValue * value, GParamSpec * pspec) { Gstfacedetect *filter = GST_FACEDETECT (object); switch (prop_id) { case PROP_PROFILE: g_free (filter->profile); filter->profile = g_value_dup_string (value); gst_facedetect_load_profile (filter); break; case PROP_DISPLAY: filter->display = g_value_get_boolean (value); break; case PROP_SCALE_FACTOR: filter->scale_factor = g_value_get_double (value); break; case PROP_MIN_NEIGHBORS: filter->min_neighbors = g_value_get_int (value); break; case PROP_MIN_SIZE_WIDTH: filter->min_size_width = g_value_get_int (value); break; case PROP_MIN_SIZE_HEIGHT: filter->min_size_height = g_value_get_int (value); break; case PROP_FLAGS: filter->flags = g_value_get_flags (value); break; default: G_OBJECT_WARN_INVALID_PROPERTY_ID (object, prop_id, pspec); break; } } static void gst_facedetect_get_property (GObject * object, guint prop_id, GValue * value, GParamSpec * pspec) { Gstfacedetect *filter = GST_FACEDETECT (object); switch (prop_id) { case PROP_PROFILE: g_value_set_string (value, filter->profile); break; case PROP_DISPLAY: g_value_set_boolean (value, filter->display); break; case PROP_SCALE_FACTOR: g_value_set_double (value, filter->scale_factor); break; case PROP_MIN_NEIGHBORS: g_value_set_int (value, filter->min_neighbors); break; case PROP_MIN_SIZE_WIDTH: g_value_set_int (value, filter->min_size_width); break; case PROP_MIN_SIZE_HEIGHT: g_value_set_int (value, filter->min_size_height); break; case PROP_FLAGS: g_value_set_flags (value, filter->flags); break; default: G_OBJECT_WARN_INVALID_PROPERTY_ID (object, prop_id, pspec); break; } } /* GstElement vmethod implementations */ /* this function handles the link with other elements */ static gboolean gst_facedetect_set_caps (GstOpencvVideoFilter * transform, gint in_width, gint in_height, gint in_depth, gint in_channels, gint out_width, gint out_height, gint out_depth, gint out_channels) { Gstfacedetect *filter; filter = GST_FACEDETECT (transform); if (filter->cvGray) cvReleaseImage (&filter->cvGray); filter->cvGray = cvCreateImage (cvSize (in_width, in_height), IPL_DEPTH_8U, 1); if (!filter->cvStorage) filter->cvStorage = cvCreateMemStorage (0); else cvClearMemStorage (filter->cvStorage); return TRUE; } static GstMessage * gst_facedetect_message_new (Gstfacedetect * filter, GstBuffer * buf) { GstBaseTransform *trans = GST_BASE_TRANSFORM_CAST (filter); GstStructure *s; GstClockTime running_time, stream_time; running_time = gst_segment_to_running_time (&trans->segment, GST_FORMAT_TIME, GST_BUFFER_TIMESTAMP (buf)); stream_time = gst_segment_to_stream_time (&trans->segment, GST_FORMAT_TIME, GST_BUFFER_TIMESTAMP (buf)); s = gst_structure_new ("facedetect", "timestamp", G_TYPE_UINT64, GST_BUFFER_TIMESTAMP (buf), "stream-time", G_TYPE_UINT64, stream_time, "running-time", G_TYPE_UINT64, running_time, "duration", G_TYPE_UINT64, GST_BUFFER_DURATION (buf), NULL); return gst_message_new_element (GST_OBJECT (filter), s); } /* chain function * this function does the actual processing */ static GstFlowReturn gst_facedetect_transform_ip (GstOpencvVideoFilter * base, GstBuffer * buf, IplImage * img) { Gstfacedetect *filter; CvSeq *faces; int i; filter = GST_FACEDETECT (base); cvCvtColor (img, filter->cvGray, CV_RGB2GRAY); cvClearMemStorage (filter->cvStorage); if (filter->cvCascade) { GstMessage *msg = NULL; GValue facelist = { 0 }; faces = cvHaarDetectObjects (filter->cvGray, filter->cvCascade, filter->cvStorage, filter->scale_factor, filter->min_neighbors, filter->flags, cvSize (filter->min_size_width, filter->min_size_height) #if (CV_MAJOR_VERSION >= 2) && (CV_MINOR_VERSION >= 2) , cvSize (filter->min_size_width + 2, filter->min_size_height + 2) #endif ); if (faces && faces->total > 0) { msg = gst_facedetect_message_new (filter, buf); g_value_init (&facelist, GST_TYPE_LIST); } for (i = 0; i < (faces ? faces->total : 0); i++) { CvRect *r = (CvRect *) cvGetSeqElem (faces, i); GValue value = { 0 }; GstStructure *s = gst_structure_new ("face", "x", G_TYPE_UINT, r->x, "y", G_TYPE_UINT, r->y, "width", G_TYPE_UINT, r->width, "height", G_TYPE_UINT, r->height, NULL); GstMessage *m = gst_message_new_element (GST_OBJECT (filter), s); g_value_init (&value, GST_TYPE_STRUCTURE); gst_value_set_structure (&value, s); gst_value_list_append_value (&facelist, &value); g_value_unset (&value); gst_element_post_message (GST_ELEMENT (filter), m); if (filter->display) { if (gst_buffer_is_writable (buf)) { CvPoint center; int radius; center.x = cvRound ((r->x + r->width * 0.5)); center.y = cvRound ((r->y + r->height * 0.5)); radius = cvRound ((r->width + r->height) * 0.25); cvCircle (img, center, radius, CV_RGB (255, 32, 32), 3, 8, 0); } else { GST_DEBUG_OBJECT (filter, "Buffer is not writable, not drawing " "circles for faces"); } } } if (msg) { gst_structure_set_value (msg->structure, "faces", &facelist); g_value_unset (&facelist); gst_element_post_message (GST_ELEMENT (filter), msg); } } return GST_FLOW_OK; } static void gst_facedetect_load_profile (Gstfacedetect * filter) { filter->cvCascade = (CvHaarClassifierCascade *) cvLoad (filter->profile, 0, 0, 0); if (!filter->cvCascade) { GST_WARNING ("Couldn't load Haar classifier cascade: %s.", filter->profile); } } /* entry point to initialize the plug-in * initialize the plug-in itself * register the element factories and other features */ gboolean gst_facedetect_plugin_init (GstPlugin * plugin) { /* debug category for fltering log messages */ GST_DEBUG_CATEGORY_INIT (gst_facedetect_debug, "facedetect", 0, "Performs face detection on videos and images, providing detected positions via bus messages"); return gst_element_register (plugin, "facedetect", GST_RANK_NONE, GST_TYPE_FACEDETECT); }