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Friday, December 19, 2014

Android Studio was unable to find a valid JVM

I obtained the following message when opening Android Studio 1.0.1 on Mac OSX Yosemite:
Android Studio was unable to find a valid JVM
Among some workarounds for the problem that I found in this Stackoverflow thread, I think the simplest one is by creating a small bash script that export the environment variable for the JVM and launch the Android Studio. For example, in my machine the JVM is located at /Library/Java/JavaVirtualMachines/jdk1.8.0_25.jdk, so the script looks like this:
#!/bin/bash export STUDIO_JDK=/Library/Java/JavaVirtualMachines/jdk1.8.0_25.jdk open /Applications/Android\ Studio.app


That's all :)

Sunday, March 16, 2014

Kinect v2 developer preview + OpenCV 2.4.8: depth data

This time, I'd like to share code on how to access depth data using the current API of Kinect v2 developer preview using a simple polling, and display it using OpenCV. Basically the procedure is almost the same with accessing color frame.

In the current API, depth data is no longer mixed with player index (called body index in Kinect v2 API).

Disclaimer:
This is based on preliminary software and/or hardware. Software, hardware, APIs are preliminary and subject to change.
//Disclaimer:
//This is based on preliminary software and/or hardware, subject to change.

#include <iostream>
#include <sstream>

#include <Windows.h>
#include <Kinect.h>

#include <opencv2/core/core.hpp>
#include <opencv2/highgui/highgui.hpp>
#include <opencv2/contrib/contrib.hpp>

inline void CHECKERROR(HRESULT n) {
    if (!SUCCEEDED(n)) {
        std::stringstream ss;
        ss << "ERROR " << std::hex << n << std::endl;
        std::cin.ignore();
        std::cin.get();
        throw std::runtime_error(ss.str().c_str());
    }
}

// Safe release for interfaces
template
inline void SAFERELEASE(Interface *& pInterfaceToRelease) {
    if (pInterfaceToRelease != nullptr) {
        pInterfaceToRelease->Release();
        pInterfaceToRelease = nullptr;
    }
}

IDepthFrameReader* depthFrameReader = nullptr; // depth reader

void processIncomingData() {
    IDepthFrame *data = nullptr;
    IFrameDescription *frameDesc = nullptr;
    HRESULT hr = -1;
    UINT16 *depthBuffer = nullptr;
    USHORT nDepthMinReliableDistance = 0;
    USHORT nDepthMaxReliableDistance = 0;
    int height = 424, width = 512;

    hr = depthFrameReader->AcquireLatestFrame(&data);
    if (SUCCEEDED(hr)) hr = data->get_FrameDescription(&frameDesc);
    if (SUCCEEDED(hr)) hr = data->get_DepthMinReliableDistance(
        &nDepthMinReliableDistance);
    if (SUCCEEDED(hr)) hr = data->get_DepthMaxReliableDistance(
        &nDepthMaxReliableDistance);

    if (SUCCEEDED(hr)) {
            if (SUCCEEDED(frameDesc->get_Height(&height)) &&
            SUCCEEDED(frameDesc->get_Width(&width))) {
            depthBuffer = new UINT16[height * width];
            hr = data->CopyFrameDataToArray(height * width, depthBuffer);
            if (SUCCEEDED(hr)) {
                cv::Mat depthMap = cv::Mat(height, width, CV_16U, depthBuffer);
                cv::Mat img0 = cv::Mat::zeros(height, width, CV_8UC1);
                cv::Mat img1;
                double scale = 255.0 / (nDepthMaxReliableDistance - 
                    nDepthMinReliableDistance);
                depthMap.convertTo(img0, CV_8UC1, scale);
                applyColorMap(img0, img1, cv::COLORMAP_JET);
                cv::imshow("Depth Only", img1);
            }
        }
    }
    if (depthBuffer != nullptr) {
        delete[] depthBuffer;
        depthBuffer = nullptr;
    }
    SAFERELEASE(data);
}

int main(int argc, char** argv) {
    HRESULT hr;
    IKinectSensor* kinectSensor = nullptr;     // kinect sensor

    // initialize Kinect Sensor
    hr = GetDefaultKinectSensor(&kinectSensor);
    if (FAILED(hr) || !kinectSensor) {
        std::cout << "ERROR hr=" << hr << "; sensor=" << kinectSensor << std::endl;
        return -1;
    }
    CHECKERROR(kinectSensor->Open());

    // initialize depth frame reader
    IDepthFrameSource* depthFrameSource = nullptr;
    CHECKERROR(kinectSensor->get_DepthFrameSource(&depthFrameSource));
    CHECKERROR(depthFrameSource->OpenReader(&depthFrameReader));
    SAFERELEASE(depthFrameSource);

    while (depthFrameReader) {
        processIncomingData();
        int key = cv::waitKey(10);
        if (key == 'q'){
            break;
        }
    }

    // de-initialize Kinect Sensor
    CHECKERROR(kinectSensor->Close());
    SAFERELEASE(kinectSensor);
    return 0;
}
Results in my messy room:

If we modify the scaling, for example:
                nDepthMaxReliableDistance = 900;
                nDepthMinReliableDistance = 500;
                int i, j;
                for (i = 0; i < height; i++) {
                    for (j = 0; j < width; j++) {
                        UINT16 val = depthMap.at<UINT16>(i,j);
                        val = val - nDepthMinReliableDistance;
                        val = (val > nDepthMaxReliableDistance ? 
                            nDepthMinReliableDistance : val);
                        val = (val < 0 ? 0 : val);
                        depthMap.at<UINT16>(i,j) = val;
                    }
                }

                double scale = 255.0 / (nDepthMaxReliableDistance - 
                    nDepthMinReliableDistance);
                depthMap.convertTo(img0, CV_8UC1, scale);
                applyColorMap(img0, img1, cv::COLORMAP_WINTER);
                cv::imshow("Depth Only", img1);
It may look like this:
That's all :)

Thursday, March 13, 2014

Kinect v2 developer preview + OpenCV 2.4.8: grab the color frame to OpenCV Mat

I am quite lucky that I could participate in the Kinect V2 developer preview program. :) Here, I'd like to share a simple code to grab color frame from the Kinect v2 sensor and convert it to OpenCV Mat format.

Disclaimer:
This is based on preliminary software and/or hardware. Software, hardware, APIs are preliminary and subject to change.
//Disclaimer:
//This is based on preliminary software and/or hardware, subject to change.

#include <iostream>
#include <sstream>

#include <Windows.h>
#include <Kinect.h>

#include <opencv2/core/core.hpp>
#include <opencv2/highgui/highgui.hpp>

inline void CHECKERROR(HRESULT n) {
    if (!SUCCEEDED(n)) {
        std::stringstream ss;
        ss << "ERROR " << std::hex << n << std::endl;
        std::cin.ignore(); 
        std::cin.get();
        throw std::runtime_error(ss.str().c_str());
    }
}

// Safe release for interfaces
template<class Interface>
inline void SAFERELEASE(Interface *& pInterfaceToRelease) {
    if (pInterfaceToRelease != nullptr) {
        pInterfaceToRelease->Release();
        pInterfaceToRelease = nullptr;
    }
}

IColorFrameReader* colorFrameReader = nullptr; // color reader

void processIncomingData() { 
    IColorFrame *data = nullptr;
    IFrameDescription *frameDesc = nullptr;
    HRESULT hr = -1;
    RGBQUAD *colorBuffer = nullptr;
 
    hr = colorFrameReader->AcquireLatestFrame(&data); 
    if (SUCCEEDED(hr)) hr = data->get_FrameDescription(&frameDesc);
    if (SUCCEEDED(hr)) {
        int height = 0, width = 0;
        if (SUCCEEDED(frameDesc->get_Height(&height)) && 
            SUCCEEDED(frameDesc->get_Width(&width))) {
            colorBuffer = new RGBQUAD[height * width];
            hr = data->CopyConvertedFrameDataToArray(height * width * sizeof(RGBQUAD),
                 reinterpret_cast<BYTE*>(colorBuffer), ColorImageFormat_Bgra);
            if (SUCCEEDED(hr)) {
                cv::Mat img1(height, width, CV_8UC4,
                    reinterpret_cast<void*>(colorBuffer));
                cv::imshow("Color Only", img1);
            }
        }
    }
    if (colorBuffer != nullptr) {
        delete[] colorBuffer;
        colorBuffer = nullptr;
    }
    SAFERELEASE(data);
}

int main(int argc, char** argv) {
    HRESULT hr;
    IKinectSensor* kinectSensor = nullptr;     // kinect sensor

    // initialize Kinect Sensor
    hr = GetDefaultKinectSensor(&kinectSensor);
    if (FAILED(hr) || !kinectSensor) {
        std::cout << "ERROR hr=" << hr << "; sensor=" << kinectSensor << std::endl;
        return -1;
    }
    CHECKERROR(kinectSensor->Open());

    // initialize color frame reader
    IColorFrameSource* colorFrameSource = nullptr; // color source
    CHECKERROR(kinectSensor->get_ColorFrameSource(&colorFrameSource));
    CHECKERROR(colorFrameSource->OpenReader(&colorFrameReader));
    SAFERELEASE(colorFrameSource);

    while (colorFrameReader) {
        processIncomingData();
        int key = cv::waitKey(10);
        if (key == 'q'){
            break;
        }
    }
 
    // de-initialize Kinect Sensor
    CHECKERROR(kinectSensor->Close());
    SAFERELEASE(kinectSensor);
    return 0;
}
That's all :)