BlobRecognition.h

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/*
* This file is part of ArmarX.
*
* ArmarX is free software; you can redistribute it and/or modify
* it under the terms of the GNU General Public License version 2 as
* published by the Free Software Foundation.
*
* ArmarX 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 General Public License for more details.
*
* You should have received a copy of the GNU General Public License
* along with this program. If not, see <http://www.gnu.org/licenses/>.
*
* @package    VisionX::Component
* @license    http://www.gnu.org/licenses/gpl-2.0.txt
*             GNU General Public License
*/
 
#pragma once
 
 
#include <Eigen/Core>
 
#include <ArmarXCore/observers/DebugObserver.h>
 
#include <RobotAPI/libraries/core/remoterobot/RemoteRobot.h>
 
#include <VisionX/components/object_perception/ObjectLocalizerProcessor.h>
 
#include <Color/ColorParameterSet.h>
#include <Visualizer/OpenGLVisualizer.h>
 
class CByteImage;
class CGLContext;
class CObjectFinderStereo;
 
namespace visionx
{
    using CObjectFinderStereoPtr = std::shared_ptr<CObjectFinderStereo>;
    using CColorParameterSetPtr = std::shared_ptr<CColorParameterSet>;
 
    class BlobRecognitionPropertyDefinitions : public ObjectLocalizerProcessorPropertyDefinitions
    {
        static inline Eigen::Vector3f
        stringToVector3f(std::string propertyValue)
        {
            Eigen::Vector3f vec;
            sscanf(propertyValue.c_str(),
                   "%f, %f, %f",
                   &vec.data()[0],
                   &vec.data()[1],
                   &vec.data()[2]);
            return vec;
        }
 
    public:
        BlobRecognitionPropertyDefinitions(std::string prefix) :
            ObjectLocalizerProcessorPropertyDefinitions(prefix)
        {
            defineOptionalProperty<std::string>(
                "ColorParameterFile",
                "VisionX/examples/colors.txt",
                "The color parameter file configures the colors used for segmentable recognition "
                "(usually colors.txt)");
            defineOptionalProperty<float>(
                "MinPixelsPerRegion",
                200,
                "Minimum number of pixels per region for detecting a uniformly colored object");
            defineOptionalProperty<float>(
                "MaxEpipolarDistance",
                6,
                "Maximum epipolar line distance allowed for a valid 3D recognition result");
 
            armarx::PropertyDefinition<Eigen::Vector3f>::PropertyFactoryFunction f =
                &stringToVector3f;
 
            defineOptionalProperty<Eigen::Vector3f>("MinPoint",
                                                    Eigen::Vector3f(-3000.0f, -3000.0f, 100.0f),
                                                    "min point for valid result bounding box")
                .setFactory(f);
            defineOptionalProperty<Eigen::Vector3f>("MaxPoint",
                                                    Eigen::Vector3f(3000.0f, 3000.0f, 3500.0f),
                                                    "max point for valid result bounding box")
                .setFactory(f);
 
            defineOptionalProperty<std::string>("RobotStateComponentName",
                                                "RobotStateComponent",
                                                "The name of the RobotStateComponent.");
        }
    };
 
    /**
     * BlobRecognition uses CSegmentableRecognition from IVT to recognize and localize single-colored objects based on their color and shape.
     * The object data is read from PriorKnowledge and CommonStorage via MemoryX.
     * The object localization is invoked automatically by the working memory if the object has been requested there.
     *
     */
    class BlobRecognition : virtual public ObjectLocalizerProcessor
    {
    public:
        /**
         * @see PropertyUser::createPropertyDefinitions()
         */
        armarx::PropertyDefinitionsPtr
        createPropertyDefinitions() override
        {
            return armarx::PropertyDefinitionsPtr(
                new BlobRecognitionPropertyDefinitions(getConfigIdentifier()));
        }
 
        void
        reportStereoCalibrationChanged(const StereoCalibration& stereoCalibration,
                                       bool x,
                                       const std::string& referenceName,
                                       const Ice::Current& c = Ice::emptyCurrent) override
        {
            ObjectLocalizerProcessor::reportStereoCalibrationChanged(
                stereoCalibration, x, referenceName, c);
 
            initRecognizer();
        }
 
        /**
        * @see Component::getDefaultName()
        */
        std::string
        getDefaultName() const override
        {
            return "BlobRecognition";
        }
 
        BlobRecognition();
        ~BlobRecognition() override;
 
    protected:
        /**
         * @see ObjectLocalizerProcessor::onInitObjectLocalizerProcessor()
         */
        void
        onInitObjectLocalizerProcessor() override
        {
 
            offeringTopic(getProperty<std::string>("DebugObserverName").getValue());
            usingProxy(getProperty<std::string>("RobotStateComponentName").getValue());
        }
 
        /**
         * Initializes the CSegmentableRecognition
         *
         * @see ObjectLocalizerProcessor::onConnectObjectLocalizerProcessor()
         */
        void
        onConnectObjectLocalizerProcessor() override
        {
 
            debugObserver = getTopic<armarx::DebugObserverInterfacePrx>(
                getProperty<std::string>("DebugObserverName").getValue());
            robotStateComponent = getProxy<armarx::RobotStateComponentInterfacePrx>(
                getProperty<std::string>("RobotStateComponentName").getValue());
 
            localRobot = armarx::RemoteRobot::createLocalCloneFromFile(robotStateComponent);
        }
 
        /**
         * @see ObjectLocalizerProcessor::onExitObjectLocalizerProcessor()
         */
        void onExitObjectLocalizerProcessor() override;
 
        /**
         * Initializes segmentable recognition
         *
         * @return success
         */
        bool initRecognizer() override;
 
        /**
         * Add object class to segmentable object recognition.
         *
         * @param objectClassEntity entity containing all information available for the object class
         * @param fileManager GridFileManager required to read files associated to prior knowledge from the database.
         *
         * @return success of adding this entity to the TexturedObjectDatabase
         */
        bool addObjectClass(const memoryx::EntityPtr& objectClassEntity,
                            const memoryx::GridFileManagerPtr& fileManager) override;
 
        /**
         * localizes segmentable object instances
         *
         * @param objectClassNames names of the class to localize
         * @param cameraImages the two input images
         * @param resultImages the two result images. are provided if result images are enabled.
         *
         * @return list of object instances
         */
        memoryx::ObjectLocalizationResultList
        localizeObjectClasses(const std::vector<std::string>& objectClassNames,
                              CByteImage** cameraImages,
                              armarx::MetaInfoSizeBasePtr imageMetaInfo,
                              CByteImage** resultImages) override;
 
    private:
        // calculates recognition certainty
        float calculateRecognitionCertainty(const std::string& objectClassName,
                                            const Object3DEntry& entry);
 
        CObjectFinderStereoPtr objectFinderStereo;
        std::shared_ptr<CGLContext> contextGL;
        std::shared_ptr<COpenGLVisualizer> m_pOpenGLVisualizer;
 
        // settings
        float minPixelsPerRegion;
        float maxEpipolarDistance;
        CColorParameterSetPtr colorParameters;
 
        // remember colors of objects (not stored i`n IVT viewdatabase)
        std::map<std::string, ObjectColor> objectColors;
        std::map<ObjectColor, std::string> colorToObjectClass;
 
 
        Vec3d validResultBoundingBoxMin, validResultBoundingBoxMax;
 
 
        std::map<std::string, int> seq;
 
        armarx::DebugObserverInterfacePrx debugObserver;
        armarx::RobotStateComponentInterfacePrx robotStateComponent;
 
        VirtualRobot::RobotPtr localRobot;
    };
} // namespace visionx