FaceDetector - A wrapper around OpenCV's face detection, plus some usage of depth from stereo to restrict the results based on plausible face size.
Definition at line 82 of file face_detection.cpp.
typedef message_filters::sync_policies::ApproximateTime<sensor_msgs::Image, sensor_msgs::Image, sensor_msgs::CameraInfo, sensor_msgs::CameraInfo> people::FaceDetector::ApproximateDepthPolicy |
Sync policy for approx time with depth.
Definition at line 108 of file face_detection.cpp.
typedef message_filters::Synchronizer<ApproximateDepthPolicy> people::FaceDetector::ApproximateDepthSync |
Definition at line 110 of file face_detection.cpp.
typedef message_filters::sync_policies::ApproximateTime<sensor_msgs::Image, stereo_msgs::DisparityImage, sensor_msgs::CameraInfo, sensor_msgs::CameraInfo> people::FaceDetector::ApproximateDispPolicy |
Sync policy for approx time with disparity.
Definition at line 100 of file face_detection.cpp.
typedef message_filters::Synchronizer<ApproximateDispPolicy> people::FaceDetector::ApproximateDispSync |
Definition at line 102 of file face_detection.cpp.
typedef message_filters::sync_policies::ExactTime<sensor_msgs::Image, sensor_msgs::Image, sensor_msgs::CameraInfo, sensor_msgs::CameraInfo> people::FaceDetector::ExactDepthPolicy |
Sync policy for exact time with depth.
Definition at line 107 of file face_detection.cpp.
Definition at line 109 of file face_detection.cpp.
typedef message_filters::sync_policies::ExactTime<sensor_msgs::Image, stereo_msgs::DisparityImage, sensor_msgs::CameraInfo, sensor_msgs::CameraInfo> people::FaceDetector::ExactDispPolicy |
Sync policy for exact time with disparity.
Definition at line 99 of file face_detection.cpp.
Definition at line 101 of file face_detection.cpp.
people::FaceDetector::FaceDetector | ( | std::string | name | ) | [inline] |
Definition at line 163 of file face_detection.cpp.
people::FaceDetector::~FaceDetector | ( | ) | [inline] |
Definition at line 284 of file face_detection.cpp.
void people::FaceDetector::displayFacesOnImage | ( | vector< Box2D3D > | faces_vector | ) | [inline, private] |
Definition at line 579 of file face_detection.cpp.
void people::FaceDetector::goalCB | ( | ) | [inline] |
Definition at line 296 of file face_detection.cpp.
void people::FaceDetector::imageCBAllDepth | ( | const sensor_msgs::Image::ConstPtr & | image, |
const sensor_msgs::Image::ConstPtr & | depth_image, | ||
const sensor_msgs::CameraInfo::ConstPtr & | c1_info, | ||
const sensor_msgs::CameraInfo::ConstPtr & | c2_info | ||
) | [inline] |
Image callback for synced messages.
For each new image: convert it to OpenCV format, perform face detection using OpenCV's haar filter cascade classifier, and (if requested) draw rectangles around the found faces. Can also compute which faces are associated (by proximity, currently) with faces it already has in its list of people.
Definition at line 345 of file face_detection.cpp.
void people::FaceDetector::imageCBAllDisp | ( | const sensor_msgs::Image::ConstPtr & | image, |
const stereo_msgs::DisparityImage::ConstPtr & | disp_image, | ||
const sensor_msgs::CameraInfo::ConstPtr & | c1_info, | ||
const sensor_msgs::CameraInfo::ConstPtr & | c2_info | ||
) | [inline] |
Image callback for synced messages.
For each new image: convert it to OpenCV format, perform face detection using OpenCV's haar filter cascade classifier, and (if requested) draw rectangles around the found faces. Can also compute which faces are associated (by proximity, currently) with faces it already has in its list of people.
Definition at line 390 of file face_detection.cpp.
void people::FaceDetector::matchAndDisplay | ( | vector< Box2D3D > | faces_vector, |
std_msgs::Header | header | ||
) | [inline, private] |
Definition at line 431 of file face_detection.cpp.
void people::FaceDetector::posCallback | ( | const people_msgs::PositionMeasurementConstPtr & | pos_ptr | ) | [inline] |
Position message callback.
When hooked into the person tracking filter, this callback will listen to messages from the filter with a person id and 3D position and adjust the person's face position accordingly.
Definition at line 311 of file face_detection.cpp.
void people::FaceDetector::preemptCB | ( | ) | [inline] |
Definition at line 300 of file face_detection.cpp.
boost::shared_ptr<ApproximateDepthSync> people::FaceDetector::approximate_depth_sync_ |
Definition at line 112 of file face_detection.cpp.
boost::shared_ptr<ApproximateDispSync> people::FaceDetector::approximate_disp_sync_ |
Definition at line 104 of file face_detection.cpp.
Definition at line 115 of file face_detection.cpp.
const double people::FaceDetector::BIGDIST_M |
Definition at line 85 of file face_detection.cpp.
message_filters::Subscriber<sensor_msgs::CameraInfo> people::FaceDetector::c1_info_sub_ |
Left/rgb camera info msg.
Definition at line 95 of file face_detection.cpp.
message_filters::Subscriber<sensor_msgs::CameraInfo> people::FaceDetector::c2_info_sub_ |
Right/depth camera info msg.
Definition at line 96 of file face_detection.cpp.
ROS->OpenCV image_geometry conversion.
Definition at line 138 of file face_detection.cpp.
Definition at line 129 of file face_detection.cpp.
Display image.
Definition at line 134 of file face_detection.cpp.
boost::mutex people::FaceDetector::cv_mutex_ |
Definition at line 157 of file face_detection.cpp.
Definition at line 93 of file face_detection.cpp.
boost::mutex people::FaceDetector::dimage_mutex_ |
Definition at line 157 of file face_detection.cpp.
message_filters::Subscriber<stereo_msgs::DisparityImage> people::FaceDetector::disp_image_sub_ |
Depth image msg. Disparity image msg.
Definition at line 94 of file face_detection.cpp.
True = run as a normal node, searching for faces continuously, False = run as an action, wait for action call to start detection.
Definition at line 159 of file face_detection.cpp.
True/false display images with bounding boxes locally.
Definition at line 133 of file face_detection.cpp.
Publish faces even if they have unknown depth/size. Will just use the image x,y in the pos field of the published position_measurement.
Definition at line 161 of file face_detection.cpp.
boost::shared_ptr<ExactDepthSync> people::FaceDetector::exact_depth_sync_ |
Definition at line 111 of file face_detection.cpp.
boost::shared_ptr<ExactDispSync> people::FaceDetector::exact_disp_sync_ |
Definition at line 103 of file face_detection.cpp.
Definition at line 122 of file face_detection.cpp.
List of faces and associated fcns.
Definition at line 141 of file face_detection.cpp.
Definition at line 116 of file face_detection.cpp.
Training file for the haar cascade classifier.
Definition at line 143 of file face_detection.cpp.
Left/rgb image msg.
Definition at line 92 of file face_detection.cpp.
Definition at line 91 of file face_detection.cpp.
boost::mutex people::FaceDetector::limage_mutex_ |
Definition at line 157 of file face_detection.cpp.
string people::FaceDetector::name_ |
Name of the detector. Ie frontalface, profileface. These will be the names in the published face location msgs.
Definition at line 142 of file face_detection.cpp.
Definition at line 88 of file face_detection.cpp.
Queue of updated face positions from the filter.
Definition at line 151 of file face_detection.cpp.
boost::mutex people::FaceDetector::pos_mutex_ |
Definition at line 157 of file face_detection.cpp.
Definition at line 130 of file face_detection.cpp.
Definition at line 121 of file face_detection.cpp.
Definition at line 153 of file face_detection.cpp.
Reliability of the predictions. This should depend on the training file used.
Definition at line 144 of file face_detection.cpp.
Definition at line 117 of file face_detection.cpp.
Definition at line 155 of file face_detection.cpp.
True/false use depth information.
Definition at line 137 of file face_detection.cpp.