4 Commits

Author SHA1 Message Date
7ac89881a3 Merge branch 'develop' 2014-03-14 15:18:39 -04:30
51af69f623 Removed external storage permission. 2014-03-14 15:18:11 -04:30
5773b11e15 OpenCV marker detection successfully ported. 2014-03-12 16:34:52 -04:30
09dbc71b29 Started deploying the native OpenCV based code. 2014-03-11 18:31:51 -04:30
16 changed files with 579 additions and 22 deletions

1
.gitignore vendored
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@@ -11,6 +11,7 @@
# generated files
bin/
gen/
obj/
# Local configuration file (sdk path, etc)
local.properties

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@@ -20,7 +20,7 @@
android:versionCode="1"
android:versionName="1.0" >
<uses-sdk android:minSdkVersion="10" android:targetSdkVersion="19" />
<uses-sdk android:minSdkVersion="12" android:targetSdkVersion="19" />
<uses-feature android:required="true" android:glEsVersion="0x00020000"/>
<uses-feature android:name="android.hardware.wifi" android:required="true" />

28
jni/Android.mk Normal file
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@@ -0,0 +1,28 @@
LOCAL_PATH := $(call my-dir)
include $(CLEAR_VARS)
OPENCV_CAMERA_MODULES:=off
OPENCV_LIB_TYPE:=STATIC
include C:\Users\miguel.astor\Documents\OpenCV-2.4.8-android-sdk\sdk\native\jni\OpenCV.mk
LOCAL_MODULE := cvproc
LOCAL_SRC_FILES := cv_proc.cpp marker.cpp
LOCAL_LDLIBS += -llog -ldl
include $(BUILD_SHARED_LIBRARY)
# Add prebuilt libraries
include $(CLEAR_VARS)
LOCAL_MODULE := gdx
LOCAL_SRC_FILES := $(TARGET_ARCH_ABI)/libgdx.so
include $(PREBUILT_SHARED_LIBRARY)
include $(CLEAR_VARS)
LOCAL_MODULE := gdx-freetype
LOCAL_SRC_FILES := $(TARGET_ARCH_ABI)/libgdx-freetype.so
include $(PREBUILT_SHARED_LIBRARY)

4
jni/Application.mk Normal file
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@@ -0,0 +1,4 @@
APP_STL := gnustl_static
APP_CPPFLAGS := -frtti -fexceptions
APP_ABI := armeabi-v7a
APP_PLATFORM := android-12

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jni/armeabi/libgdx.so Normal file

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71
jni/cv_proc.cpp Normal file
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@@ -0,0 +1,71 @@
/*
* Copyright (C) 2014 Miguel Angel Astor Romero
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
#include <jni.h>
#include <android/log.h>
#include <stdio.h>
#include "marker.hpp"
//#define CAN_LOG
extern "C"{
#ifdef CAN_LOG
#define log(TAG, MSG) (__android_log_write(ANDROID_LOG_DEBUG, TAG, MSG))
const char * TAG = "CVPROC_NATIVE";
#else
#define log(TAG, MSG) (1 + 1)
#endif
JNIEXPORT void JNICALL Java_ve_ucv_ciens_ccg_nxtar_MainActivity_getMarkerCodesAndLocations(
JNIEnv* env,
jobject jobj,
jlong addrMatIn,
jlong addrMatOut,
jintArray codes
){
char codeMsg[128];
std::vector<int> vCodes;
log(TAG, "Requesting native data.");
cv::Mat& myuv = *(cv::Mat*)addrMatIn;
cv::Mat& mbgr = *(cv::Mat*)addrMatOut;
jint * _codes = env->GetIntArrayElements(codes, 0);
log(TAG, "Converting color space before processing.");
cv::cvtColor(myuv, mbgr, CV_RGB2BGR);
log(TAG, "Finding markers.");
nxtar::getAllMarkers(vCodes, mbgr);
log(TAG, "Copying marker codes.");
for(int i = 0; i < vCodes.size() && i < 15; i++){
_codes[i] = vCodes[i];
sprintf(codeMsg, "Code [%d] = %d", i, vCodes[i]);
log(TAG, codeMsg);
}
vCodes.clear();
log(TAG, "Releasing native data.");
env->ReleaseIntArrayElements(codes, _codes, 0);
}
}

398
jni/marker.cpp Normal file
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@@ -0,0 +1,398 @@
/*
* Copyright (C) 2014 Miguel Angel Astor Romero
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
#include <algorithm>
#include <utility>
#include <limits>
#include <iostream>
#include "marker.hpp"
#define MIN_CONTOUR_LENGTH 0.1
namespace nxtar{
static const cv::Scalar COLOR = cv::Scalar(255, 255, 255);
class Marker;
typedef std::vector<std::vector<cv::Point> > contours_vector;
typedef std::vector<cv::Point2f> points_vector;
typedef std::vector<Marker> markers_vector;
class Marker{
public:
~Marker();
points_vector points;
int code;
};
float perimeter(points_vector &);
int hammDistMarker(cv::Mat);
cv::Mat rotate(cv::Mat);
void binarize(cv::Mat &, cv::Mat &);
void findContours(cv::Mat &, contours_vector &, int);
void renderContours(contours_vector &, cv::Mat &);
void renderMarkers(markers_vector &, cv::Mat &);
void warpMarker(Marker &, cv::Mat &, cv::Mat &);
int decodeMarker(cv::Mat &);
void fixCorners(cv::Mat &, Marker &);
void isolateMarkers(const contours_vector &, markers_vector &);
void getAllMarkers(std::vector<int> & codes, cv::Mat & img){
cv::Mat gray, thresh, cont, mark;
contours_vector contours;
markers_vector markers;
markers_vector valid_markers;
codes.clear();
cv::cvtColor(img, gray, CV_BGR2GRAY);
binarize(gray, thresh);
findContours(thresh, contours, 40);
isolateMarkers(contours, markers);
for(int i = 0; i < markers.size(); i++){
warpMarker(markers[i], gray, mark);
int code = decodeMarker(mark);
if(code != -1){
markers[i].code = code;
valid_markers.push_back(markers[i]);
}
}
for(int i = 0; i < valid_markers.size(); i++)
fixCorners(gray, valid_markers[i]);
cont = cv::Mat::zeros(img.size(), CV_8UC3);
renderMarkers(valid_markers, cont);
img = img + cont;
for(int i = 0; i < valid_markers.size(); i++){
codes.push_back(valid_markers[i].code);
}
markers.clear();
contours.clear();
valid_markers.clear();
}
#ifdef DESKTOP
void getAllMarkers_d(std::vector<int> & codes, cv::Mat & img){
cv::Mat gray, thresh, cont, mark;
contours_vector contours;
markers_vector markers;
markers_vector valid_markers;
std::ostringstream oss;
codes.clear();
cv::cvtColor(img, gray, CV_BGR2GRAY);
binarize(gray, thresh);
findContours(thresh, contours, 40);
isolateMarkers(contours, markers);
for(int i = 0; i < markers.size(); i++){
warpMarker(markers[i], gray, mark);
int code = decodeMarker(mark);
if(code != -1){
markers[i].code = code;
valid_markers.push_back(markers[i]);
}
}
for(int i = 0; i < valid_markers.size(); i++)
fixCorners(gray, valid_markers[i]);
cont = cv::Mat::zeros(img.size(), CV_8UC3);
renderMarkers(valid_markers, cont);
img = img + cont;
for(int i = 0; i < valid_markers.size(); i++){
oss << valid_markers[i].code;
cv::putText(mark, oss.str(), cv::Point(5, 250), cv::FONT_HERSHEY_PLAIN, 2, cv::Scalar::all(128), 3, 8);
oss.str("");
oss.clear();
oss << "Marker[" << i << "]";
cv::imshow(oss.str(), mark);
oss.str("");
oss.clear();
codes.push_back(valid_markers[i].code);
}
markers.clear();
contours.clear();
valid_markers.clear();
}
#endif
void binarize(cv::Mat & src, cv::Mat & dst){
cv::adaptiveThreshold(src, dst, 255, cv::ADAPTIVE_THRESH_MEAN_C, cv::THRESH_BINARY_INV, 7, 7);
}
void findContours(cv::Mat & img, contours_vector & v, int minP){
std::vector<std::vector<cv::Point> > c;
cv::findContours(img, c, CV_RETR_LIST, CV_CHAIN_APPROX_NONE);
v.clear();
for(size_t i = 0; i < c.size(); i++){
if(c[i].size() > minP){
v.push_back(c[i]);
}
}
}
void renderContours(contours_vector & v, cv::Mat & dst){
cv::drawContours(dst, v, -1, COLOR, 1, CV_AA);
}
void renderMarkers(markers_vector & v, cv::Mat & dst){
contours_vector cv;
for(size_t i = 0; i < v.size(); i++){
std::vector<cv::Point> pv;
for(size_t j = 0; j < v[i].points.size(); ++j)
pv.push_back(cv::Point2f(v[i].points[j].x, v[i].points[j].y));
cv.push_back(pv);
}
cv::drawContours(dst, cv, -1, COLOR, 1, CV_AA);
}
void isolateMarkers(const contours_vector & vc, markers_vector & vm){
std::vector<cv::Point> appCurve;
markers_vector posMarkers;
for(size_t i = 0; i < vc.size(); ++i){
double eps = vc[i].size() * 0.05;
cv::approxPolyDP(vc[i], appCurve, eps, true);
if(appCurve.size() != 4 || !cv::isContourConvex(appCurve)) continue;
float minD = std::numeric_limits<float>::max();
for(int i = 0; i < 4; i++){
cv::Point side = appCurve[i] - appCurve[(i + 1) % 4];
float sqSideLen = side.dot(side);
minD = std::min(minD, sqSideLen);
}
if(minD < MIN_CONTOUR_LENGTH) continue;
Marker m;
for(int i = 0; i < 4; i++)
m.points.push_back(cv::Point2f(appCurve[i].x, appCurve[i].y));
cv::Point v1 = m.points[1] - m.points[0];
cv::Point v2 = m.points[2] - m.points[0];
double o = (v1.x * v2.y) - (v1.y * v2.x);
if(o < 0.0) std::swap(m.points[1], m.points[3]);
posMarkers.push_back(m);
}
std::vector<std::pair<int, int> > tooNear;
for(size_t i = 0; i < posMarkers.size(); ++i){
const Marker & m1 = posMarkers[i];
for(size_t j = i + 1; j < posMarkers.size(); j++){
const Marker & m2 = posMarkers[j];
float dSq = 0.0f;
for(int c = 0; c < 4; c++){
cv::Point v = m1.points[c] - m2.points[c];
dSq += v.dot(v);
}
dSq /= 4.0f;
if(dSq < 100) tooNear.push_back(std::pair<int, int>(i, j));
}
}
std::vector<bool> remMask(posMarkers.size(), false);
for(size_t i = 0; i < tooNear.size(); ++i){
float p1 = perimeter(posMarkers[tooNear[i].first].points);
float p2 = perimeter(posMarkers[tooNear[i].second].points);
size_t remInd;
if(p1 > p2) remInd = tooNear[i].second;
else remInd = tooNear[i].first;
remMask[remInd] = true;
}
vm.clear();
for(size_t i = 0; i < posMarkers.size(); ++i){
if(remMask[i]) vm.push_back(posMarkers[i]);
}
}
void warpMarker(Marker & m, cv::Mat & in, cv::Mat & out){
cv::Mat bin;
cv::Size markerSize(350, 350);
points_vector v;
v.push_back(cv::Point2f(0,0));
v.push_back(cv::Point2f(markerSize.width-1,0));
v.push_back(cv::Point2f(markerSize.width-1,markerSize.height-1));
v.push_back(cv::Point2f(0,markerSize.height-1));
cv::Mat M = cv::getPerspectiveTransform(m.points, v);
cv::warpPerspective(in, bin, M, markerSize);
cv::threshold(bin, out, 128, 255, cv::THRESH_BINARY | cv::THRESH_OTSU);
}
int hammDistMarker(cv::Mat bits){
int ids[4][5] = {
{1,0,0,0,0},
{1,0,1,1,1},
{0,1,0,0,1},
{0,1,1,1,0}
};
int dist = 0;
for (int y = 0; y < 5; y++){
int minSum = 1e5;
for (int p = 0; p < 4; p++){
int sum = 0;
for (int x = 0; x < 5; x++){
sum += bits.at<uchar>(y, x) == ids[p][x] ? 0 : 1;
}
if(minSum > sum)
minSum = sum;
}
dist += minSum;
}
return dist;
}
cv::Mat rotate(cv::Mat in){
cv::Mat out;
in.copyTo(out);
for (int i=0;i<in.rows;i++){
for (int j=0;j<in.cols;j++){
out.at<uchar>(i,j)=in.at<uchar>(in.cols-j-1,i);
}
}
return out;
}
int decodeMarker(cv::Mat & marker){
bool found = false;
int code = 0;
cv::Mat bits;
for(int y = 0; y < 7; y++){
int inc = (y == 0 || y == 6) ? 1 : 6;
for(int x = 0; x < 7; x += inc){
int cX = x * 50;
int cY = y * 50;
cv::Mat cell = marker(cv::Rect(cX, cY, 50, 50));
int nZ = cv::countNonZero(cell);
// Not a valid marker.
if(nZ > (50 * 50) / 2) return -1;
}
}
bits = cv::Mat::zeros(5, 5, CV_8UC1);
for(int y = 0; y < 5; y++){
for(int x = 0; x < 5; x++){
int cX = (x + 1) * 50;
int cY = (y + 1) * 50;
cv::Mat cell = marker(cv::Rect(cX, cY, 50, 50));
int nZ = cv::countNonZero(cell);
if(nZ > (50 * 50) / 2) bits.at<uchar>(y, x) = 1;
}
}
if(hammDistMarker(bits) != 0){
for(int r = 1; r < 4; r++){
bits = rotate(bits);
if(hammDistMarker(bits) != 0) continue;
else{ found = true; break;}
}
}else found = true;
if(found){
for(int y = 0; y < 5; y++){
code <<= 1;
if(bits.at<uchar>(y, 1))
code |= 1;
code <<= 1;
if(bits.at<uchar>(y, 3))
code |= 1;
}
return code;
}else
return -1;
}
void fixCorners(cv::Mat & img, Marker & m){
cv::cornerSubPix(img, m.points, cvSize(10, 10), cvSize(-1, -1), cvTermCriteria(CV_TERMCRIT_ITER, 30, 0.1));
}
float perimeter(points_vector & p){
float per = 0.0f, dx, dy;
for(size_t i; i < p.size(); ++i){
dx = p[i].x - p[(i + 1) % p.size()].x;
dy = p[i].y - p[(i + 1) % p.size()].y;
per += sqrt((dx * dx) + (dy * dy));
}
return per;
}
Marker::~Marker(){
points.clear();
}
}

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jni/marker.hpp Normal file
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@@ -0,0 +1,29 @@
/*
* Copyright (C) 2014 Miguel Angel Astor Romero
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
#ifndef MARKER_HPP
#define MARKER_HPP
#include <vector>
#include <opencv2/opencv.hpp>
namespace nxtar{
void getAllMarkers(std::vector<int> &, cv::Mat &);
#ifdef DESKTOP
void getAllMarkers_d(std::vector<int> &, cv::Mat &);
#endif
}
#endif

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@@ -15,16 +15,23 @@
*/
package ve.ucv.ciens.ccg.nxtar;
import java.io.ByteArrayOutputStream;
import org.opencv.android.BaseLoaderCallback;
import org.opencv.android.CameraBridgeViewBase.CvCameraViewListener;
import org.opencv.android.LoaderCallbackInterface;
import org.opencv.android.OpenCVLoader;
import org.opencv.android.Utils;
import org.opencv.core.Mat;
import org.opencv.imgproc.Imgproc;
import ve.ucv.ciens.ccg.nxtar.interfaces.CVProcessor;
import ve.ucv.ciens.ccg.nxtar.interfaces.MulticastEnabler;
import ve.ucv.ciens.ccg.nxtar.interfaces.Toaster;
import android.content.Context;
import android.content.pm.ActivityInfo;
import android.graphics.Bitmap;
import android.graphics.Bitmap.CompressFormat;
import android.graphics.BitmapFactory;
import android.net.wifi.WifiManager;
import android.net.wifi.WifiManager.MulticastLock;
import android.os.Bundle;
@@ -36,7 +43,7 @@ import com.badlogic.gdx.backends.android.AndroidApplication;
import com.badlogic.gdx.backends.android.AndroidApplicationConfiguration;
import com.badlogic.gdx.controllers.mappings.Ouya;
public class MainActivity extends AndroidApplication implements Toaster, MulticastEnabler, CvCameraViewListener{
public class MainActivity extends AndroidApplication implements Toaster, MulticastEnabler, CVProcessor{
private static final String TAG = "NXTAR_ANDROID_MAIN";
private static final String CLASS_NAME = MainActivity.class.getSimpleName();
@@ -46,13 +53,17 @@ public class MainActivity extends AndroidApplication implements Toaster, Multica
private Context uiContext;
private boolean ocvOn;
private BaseLoaderCallback loaderCallback;
private final ByteArrayOutputStream outputStream = new ByteArrayOutputStream();
/*static{
if (!OpenCVLoader.initDebug()){
if (!OpenCVLoader.initDebug()){
Gdx.app.exit();
}
System.loadLibrary("cvproc");
}*/
public native void getMarkerCodesAndLocations(long inMat, long outMat, int[] codes);
@Override
public void onCreate(Bundle savedInstanceState){
super.onCreate(savedInstanceState);
@@ -80,6 +91,7 @@ public class MainActivity extends AndroidApplication implements Toaster, Multica
public void onManagerConnected(int status){
switch(status){
case LoaderCallbackInterface.SUCCESS:
System.loadLibrary("cvproc");
ocvOn = true;
break;
default:
@@ -137,26 +149,40 @@ public class MainActivity extends AndroidApplication implements Toaster, Multica
}
}
/////////////////////////////////////////////
// CvCameraViewListener interface methods. //
/////////////////////////////////////////////
/**
* <p>This method does nothing. It is here because it must be implemented in order to use OpenCV.</p>
*/
@Override
public void onCameraViewStarted(int width, int height){ }
public CVData processFrame(byte[] frame, int w, int h) {
if(ocvOn){
int codes[] = new int[15];
Bitmap tFrame, mFrame;
/**
* <p>This method does nothing. It is here because it must be implemented in order to use OpenCV.</p>
*/
@Override
public void onCameraViewStopped(){ }
tFrame = BitmapFactory.decodeByteArray(frame, 0, frame.length);
/**
* <p>This method does nothing. It is here because it must be implemented in order to use OpenCV.</p>
*/
@Override
public Mat onCameraFrame(Mat inputFrame){
return null;
Mat inImg = new Mat();
Mat outImg = new Mat();
Utils.bitmapToMat(tFrame, inImg);
getMarkerCodesAndLocations(inImg.getNativeObjAddr(), outImg.getNativeObjAddr(), codes);
Mat temp = new Mat();
Imgproc.cvtColor(outImg, temp, Imgproc.COLOR_BGR2RGB);
mFrame = Bitmap.createBitmap(temp.cols(), temp.rows(), Bitmap.Config.RGB_565);
Utils.matToBitmap(temp, mFrame);
mFrame.compress(CompressFormat.JPEG, 100, outputStream);
CVData data = new CVData();
data.outFrame = outputStream.toByteArray();
data.markerCodes = codes;
tFrame.recycle();
mFrame.recycle();
outputStream.reset();
return data;
}else{
Gdx.app.debug(TAG, CLASS_NAME + ".processFrame(): OpenCV is not ready or failed to load.");
return null;
}
}
}