Merge branch 'camshift'

This commit is contained in:
Peter Braden 2012-11-27 17:09:18 -08:00
commit 644f6797d3
16 changed files with 308 additions and 6 deletions

3
.gitignore vendored
View File

@ -3,4 +3,5 @@ build
.DS_Store
node_modules
npm-debug.log
out.jpg
out*.jpg
examples/*.avi

View File

@ -3,6 +3,7 @@ node_js:
- 0.6
before_install:
- sudo apt-get update
- sudo apt-get install libcv-dev
- sudo apt-get install libopencv-dev
- sudo apt-get install libhighgui-dev

View File

@ -9,6 +9,7 @@
, "src/Contours.cc"
, "src/Point.cc"
, "src/VideoCaptureWrap.cc"
, "src/CamShift.cc"
]
, 'libraries': [
'<!@(pkg-config --libs opencv)'

BIN
examples/coin1.jpg Normal file

Binary file not shown.

After

Width:  |  Height:  |  Size: 9.4 KiB

BIN
examples/coin2.jpg Normal file

Binary file not shown.

After

Width:  |  Height:  |  Size: 13 KiB

1
examples/make-example-files.sh Executable file
View File

@ -0,0 +1 @@
mencoder examples/motion.mov -ovc raw -vf format=i420 -nosound -o examples/motion.avi

24
examples/motion-track.js Normal file
View File

@ -0,0 +1,24 @@
var cv = require('../lib/opencv')
var vid = new cv.VideoCapture("/Users/peterbraden/Desktop/repos/node-opencv/examples/motion.avi")
vid.read(function(mat){
var track = new cv.TrackedObject(mat, [420, 110, 490, 170], {channel: "value"});
var x = 0;
var iter = function(){
vid.read(function(m2){
x++;
var rec = track.track(m2)
console.log(">>", x, ":" , rec)
if (x % 10 == 0){
m2.rectangle([rec[0], rec[1]], [rec[2], rec[3]])
m2.save('./out-motiontrack-' + x + '.jpg')
}
if (x<100)
iter();
})
}
iter();
})

BIN
examples/motion.mov Normal file

Binary file not shown.

View File

@ -1,6 +1,8 @@
#!/bin/bash
node-gyp rebuild && echo '-- Compiled OK --
node-gyp build && echo '-- Compiled OK --
' && node smoke/smoketest.js && echo '-- Smoke Done, running tests --
' && npm test
' && npm test && echo '-- Tests Run, runnning examples --
(building example data)
' && ./examples/make-example-files.sh && node examples/motion-track.js

View File

@ -1,4 +1,7 @@
var cv = require('../lib/opencv')
/*
new cv.VideoCapture(0).read(function(mat){
@ -15,7 +18,7 @@ new cv.VideoCapture(0).read(function(mat){
})
})
*/
cv.readImage("./examples/stuff.png", function(err, im){
@ -32,3 +35,4 @@ cv.readImage("./examples/stuff.png", function(err, im){
console.log(features)
im.save('./out.jpg');
});
*/

191
src/CamShift.cc Normal file
View File

@ -0,0 +1,191 @@
#include "CamShift.h"
#include "OpenCV.h"
#include "Matrix.h"
#define CHANNEL_HUE 0
#define CHANNEL_SATURATION 1
#define CHANNEL_VALUE 2
Persistent<FunctionTemplate> TrackedObject::constructor;
void
TrackedObject::Init(Handle<Object> target) {
HandleScope scope;
// Constructor
constructor = Persistent<FunctionTemplate>::New(FunctionTemplate::New(TrackedObject::New));
constructor->InstanceTemplate()->SetInternalFieldCount(1);
constructor->SetClassName(String::NewSymbol("TrackedObject"));
// Prototype
//Local<ObjectTemplate> proto = constructor->PrototypeTemplate();
NODE_SET_PROTOTYPE_METHOD(constructor, "track", Track);
target->Set(String::NewSymbol("TrackedObject"), constructor->GetFunction());
};
Handle<Value>
TrackedObject::New(const Arguments &args) {
HandleScope scope;
if (args.This()->InternalFieldCount() == 0){
JSTHROW_TYPE("Cannot Instantiate without new")
}
Matrix* m = ObjectWrap::Unwrap<Matrix>(args[0]->ToObject());
cv::Rect r;
int channel = CHANNEL_HUE;
if (args[1]->IsArray()){
Local<Object> v8rec = args[1]->ToObject();
r = cv::Rect(
v8rec->Get(0)->IntegerValue(),
v8rec->Get(1)->IntegerValue(),
v8rec->Get(2)->IntegerValue() - v8rec->Get(0)->IntegerValue(),
v8rec->Get(3)->IntegerValue() - v8rec->Get(1)->IntegerValue());
} else {
JSTHROW_TYPE("Must pass rectangle to track")
}
if (args[2]->IsObject()){
Local<Object> opts = args[2]->ToObject();
if (opts->Get(String::New("channel"))->IsString()){
v8::String::Utf8Value c(opts->Get(String::New("channel"))->ToString());
std::string cc = std::string(*c);
if (cc == "hue" || cc == "h"){
channel = CHANNEL_HUE;
}
if (cc == "saturation" || cc == "s"){
channel = CHANNEL_SATURATION;
}
if (cc == "value" || cc == "v"){
channel = CHANNEL_VALUE;
}
}
}
TrackedObject *to = new TrackedObject(m->mat, r, channel);
to->Wrap(args.This());
return args.This();
}
void update_chann_image(TrackedObject* t, cv::Mat image){
// Store HSV Hue Image
cv::cvtColor(image, t->hsv, CV_BGR2HSV); // convert to HSV space
//mask out-of-range values
int vmin = 65, vmax = 256, smin = 55;
cv::inRange(t->hsv, //source
cv::Scalar(0, smin, MIN(vmin, vmax), 0), //lower bound
cv::Scalar(180, 256, MAX(vmin, vmax) ,0), //upper bound
t->mask); //destination
//extract the hue channel, split: src, dest channels
std::vector<cv::Mat> hsvplanes;
cv::split(t->hsv, hsvplanes);
t->hue = hsvplanes[t->channel];
}
TrackedObject::TrackedObject(cv::Mat image, cv::Rect rect, int chan){
channel = chan;
update_chann_image(this, image);
prev_rect = rect;
// Calculate Histogram
int hbins = 30, sbins = 32;
int histSizes[] = {hbins, sbins};
//float hranges[] = { 0, 180 };
// saturation varies from 0 (black-gray-white) to
// 255 (pure spectrum color)
float sranges[] = { 0, 256 };
const float* ranges[] = { sranges };
cv::Mat hue_roi = hue(rect);
cv::Mat mask_roi = mask(rect);
cv::calcHist(&hue_roi, 1, 0, mask_roi, hist, 1, histSizes, ranges, true, false);
}
Handle<Value>
TrackedObject::Track(const v8::Arguments& args){
SETUP_FUNCTION(TrackedObject)
if (args.Length() != 1){
v8::ThrowException(v8::Exception::TypeError(v8::String::New("track takes an image param")));
return Undefined();
}
Matrix *im = ObjectWrap::Unwrap<Matrix>(args[0]->ToObject());
cv::RotatedRect r;
if (self->prev_rect.x <0 ||
self->prev_rect.y <0 ||
self->prev_rect.width <= 1 ||
self->prev_rect.height <= 1){
return v8::ThrowException(v8::Exception::TypeError(v8::String::New("OPENCV ERROR: prev rectangle is illogical")));
}
update_chann_image(self, im->mat);
cv::Rect backup_prev_rect = cv::Rect(
self->prev_rect.x,
self->prev_rect.y,
self->prev_rect.width,
self->prev_rect.height);
float sranges[] = { 0, 256 };
const float* ranges[] = { sranges };
int channel = 0;
cv::calcBackProject(&self->hue, 1, &channel, self->hist, self->prob, ranges);
r = cv::CamShift(self->prob, self->prev_rect,
cv::TermCriteria(CV_TERMCRIT_EPS | CV_TERMCRIT_ITER, 10, 1));
cv::Rect bounds = r.boundingRect();
if (bounds.x >=0 && bounds.y >=0 && bounds.width > 1 && bounds.height > 1){
self->prev_rect = bounds;
} else {
//printf("CRAP> %i %i %i %i ;", self->prev_rect.x, self->prev_rect.y, self->prev_rect.width, self->prev_rect.height);
// We have encountered a bug in opencv. Somehow the prev_rect has got mangled, so we
// must reset it to a good value.
self->prev_rect = backup_prev_rect;
}
v8::Local<v8::Array> arr = v8::Array::New(4);
arr->Set(0, Number::New(bounds.x));
arr->Set(1, Number::New(bounds.y));
arr->Set(2, Number::New(bounds.x + bounds.width));
arr->Set(3, Number::New(bounds.y + bounds.height));
/*
cv::Point2f pts[4];
r.points(pts);
for (int i=0; i<8; i+=2){
arr->Set(i, Number::New(pts[i].x));
arr->Set(i+1, Number::New(pts[i].y));
}
*/
return scope.Close(arr);
}

23
src/CamShift.h Normal file
View File

@ -0,0 +1,23 @@
#include "OpenCV.h"
class TrackedObject: public node::ObjectWrap {
public:
int channel;
cv::Mat hsv;
cv::Mat hue;
cv::Mat mask;
cv::Mat prob;
cv::Mat hist;
cv::Rect prev_rect;
static Persistent<FunctionTemplate> constructor;
static void Init(Handle<Object> target);
static Handle<Value> New(const Arguments &args);
TrackedObject(cv::Mat image, cv::Rect rect, int channel);
JSFUNC(Track);
};

View File

@ -27,6 +27,8 @@ using namespace node;
#define JSFUNC(NAME) \
static Handle<Value> NAME(const Arguments& args);
#define JSTHROW_TYPE(ERR) \
return v8::ThrowException(v8::Exception::TypeError(v8::String::New(ERR)));
class OpenCV: public node::ObjectWrap{

View File

@ -46,7 +46,10 @@ VideoCaptureWrap::New(const Arguments &args) {
if (args[0]->IsNumber()){
v = new VideoCaptureWrap(args[0]->NumberValue());
} else {}
} else {
//TODO - assumes that we have string, verify
v = new VideoCaptureWrap(std::string(*v8::String::AsciiValue(args[0]->ToString())));
}
v->Wrap(args.This());
@ -64,6 +67,16 @@ VideoCaptureWrap::VideoCaptureWrap(int device){
}
}
VideoCaptureWrap::VideoCaptureWrap(const std::string& filename){
HandleScope scope;
cap.open(filename);
// TODO! At the moment this only takes a full path - do relative too.
if(!cap.isOpened()){
v8::ThrowException(v8::Exception::Error(String::New("Video file could not be opened (opencv reqs. non relative paths)")));
}
}
Handle<Value>
VideoCaptureWrap::Read(const Arguments &args) {

View File

@ -4,6 +4,7 @@
#include "CascadeClassifierWrap.h"
#include "VideoCaptureWrap.h"
#include "Contours.h"
#include "CamShift.h"
extern "C" void
@ -14,7 +15,8 @@ init(Handle<Object> target) {
Matrix::Init(target);
CascadeClassifierWrap::Init(target);
VideoCaptureWrap::Init(target);
Contour::Init(target);
Contour::Init(target);
TrackedObject::Init(target);
};
NODE_MODULE(opencv, init)

View File

@ -9,6 +9,16 @@ assertDeepSimilar = function(res, exp){
assert.deepEqual(res, exp)
}
assertWithinRange = function(res, exp, range){
assert.ok((res - exp) < range || (res - exp) > -range, "Not within range:" + res + " (" + exp + "+- " + range + ")")
}
assertWithinRanges = function(res, exp, range){
for (var i =0; i<res.length; i++){
assertWithinRange(res[i], exp[i], range);
}
}
vows.describe('Smoke Tests OpenCV').addBatch({
"Importing": {
@ -264,6 +274,33 @@ vows.describe('Smoke Tests OpenCV').addBatch({
}
, "CamShift" : {
"Can Create and Track" : {
topic : function(){
var cv = require('../lib/opencv')
, self = this
cv.readImage('./examples/coin1.jpg', function(e, im){
cv.readImage('./examples/coin2.jpg', function(e, im2){
self.callback(im, im2, cv)
})
})
}
, "create TrackedObject" : function(im, im2, cv){
var tracked = new cv.TrackedObject(im, [420, 110, 490, 170]);
assert.ok(tracked);
}
, "use TrackedObject.track" : function(im, im2, cv){
var tracked = new cv.TrackedObject(im, [420, 110, 490, 170], {channel: 'v'});
assertWithinRanges(tracked.track(im2), [386, 112, 459, 166], 10);
}
}
}
}).export(module);