// разжать картинку(JPEG)
IplImage* CameraMJPG::decompress_image(const char* src, int src_size)
{
if(!src || src_size<=0)
return NULL;
IplImage* image = NULL;
try
{
CvMat jpeg_mat = cvMat(src_size, 1, CV_8UC1, (void*)src);
image = cvDecodeImage(&jpeg_mat);
}
catch(const std::exception &e)
{
printf("[!][CameraMJPG][decompress_image] Exception: %s\n", e.what());
image = NULL;
}
catch(...)
{
printf("[!][CameraMJPG][decompress_image] Exception in cvDecodeImage()!\n");
image = NULL;
throw;
}
return image;
}
void
OpenCVPreview::Callback(io::Message msg){
IplImage* frame;
CvMat cvmat = cvMat(msg.size.height, msg.size.width, CV_8UC3, msg.buffer);
frame = cvDecodeImage(&cvmat, 1);
cvNamedWindow("window",CV_WINDOW_AUTOSIZE);
cvShowImage("window", frame);
cvWaitKey(3);
//cvSaveImage("image.jpg", frame, 0);
}
// function to decompress 3 channel color IplImages
// returns IplImage that needs to be released by the calling function
CvMat* Image::decompress_image(IplImage** dst_img, IplImage* src_img)
{
// convert IplImage to CvMat
CvMat matstub, *iplmat;
iplmat = cvGetMat(src_img, &matstub, 0, 0);
if(iplmat == NULL)
return NULL;
// decompress the image and add it to dst_img
*dst_img = cvDecodeImage(iplmat, CV_LOAD_IMAGE_COLOR);
return iplmat;
}
// called by the loop to actually grab the frames
int capture_image(int fd,CvFont *font, int *set_quality, IplImage* frame,CvMat *cvmat,char *capture_title,v4l2_buffer *buf, uint32_t *start_time, uint32_t *image_count) {
// request a new frame
if(-1 == xioctl(fd, VIDIOC_QBUF, buf)) {
perror("Query Buffer");
return 1;
}
// wait up to 2 sec for a new frame to arive
fd_set fds;
FD_ZERO(&fds);
FD_SET(fd, &fds);
struct timeval tv = {0};
tv.tv_sec = 2;
int r = select(fd+1, &fds, NULL, NULL, &tv);
if(-1 == r) {
perror("Waiting for Frame");
return 1;
}
// read it
if(-1 == xioctl(fd, VIDIOC_DQBUF, buf)) {
perror("Retrieving Frame");
return 1;
}
// convert v4l2 buffer to opencv image
*cvmat = cvMat(height, width, CV_8UC3, (void*)buffer);
frame = cvDecodeImage(cvmat, 1);
// add title, reused tv from select-wait
gettimeofday(&tv, NULL);
time_t secs = time(0);
struct tm *local = localtime(&secs);
sprintf(capture_title, CAPTURE_PROTO, local->tm_hour, local->tm_min, local->tm_sec, (int)((unsigned long long)(tv.tv_usec) / 1000)%1000);
(*image_count)++;
printf("%s @ %2.2f fps\n",capture_title, round((float)(*image_count)*100/(time(0)-(*start_time)))/100 );
cvPutText(frame, capture_title, cvPoint(22, 22), font, cvScalar(0,0,0,0));
cvPutText(frame, capture_title, cvPoint(24, 24), font, cvScalar(200,200,200,0));
// save to disk ... well RAM
cvSaveImage("/dev/shm/mjpeg/cam_full.part.jpg", frame, set_quality);
rename("/dev/shm/mjpeg/cam_full.part.jpg","/dev/shm/mjpeg/cam_full.jpg");
// important to avoid mem leakage
cvReleaseImage(&frame);
return 0;
}
void LabeledImage::loadImage(string host) {
// URL: host/image/id
if(image == NULL) {
char url[host.length() + 14 + 10];
sprintf(url, "http://%s/image/%u", host.c_str(), id);
string curlBuffer = curlGet(url);
// Make an imageheader
CvMat* matbuf = cvCreateMat(1,curlBuffer.size(),CV_8UC1);
memcpy(matbuf->data.ptr, curlBuffer.data(), curlBuffer.size());
// Assign this to an image header
image = cvDecodeImage(matbuf);
}
}
int capture_image(int fd) {
struct v4l2_buffer buf = {0};
buf.type = V4L2_BUF_TYPE_VIDEO_CAPTURE;
buf.memory = V4L2_MEMORY_MMAP;
buf.index = 0;
if (-1 == xioctl(fd, VIDIOC_QBUF, &buf)) {
perror("Query Buffer");
return 1;
}
if (-1 == xioctl(fd, VIDIOC_STREAMON, &buf.type)) {
perror("Start Capture");
return 1;
}
fd_set fds;
FD_ZERO(&fds);
FD_SET(fd, &fds);
struct timeval tv = {0};
tv.tv_sec = 2;
int r = select(fd+1, &fds, NULL, NULL, &tv);
if (-1 == r) {
perror("Waiting for Frame");
return 1;
}
if (-1 == xioctl(fd, VIDIOC_DQBUF, &buf)) {
perror("Retrieving Frame");
return 1;
}
printf ("saving image\n");
IplImage *frame;
CvMat cvmat = cvMat(480, 640, CV_8UC3, (void*)buffer);
frame = cvDecodeImage(&cvmat, 1);
cvNamedWindow("window",CV_WINDOW_AUTOSIZE);
cvShowImage("window", frame);
cvWaitKey(0);
cvSaveImage(__FILE__ ".jpg", frame, 0);
return 0;
}
void process_image( char* buffer, int len )
{
GPtrArray *markers;
int i;
CvMat *m = cvCreateMatHeader (len, 1, CV_8UC1);
cvSetData (m, buffer, 1);
IplImage *color = cvDecodeImage (m, CV_LOAD_IMAGE_COLOR);
assert (color != NULL);
IplImage *bw = cvCreateImage(cvGetSize(color), color->depth, 1);
cvCvtColor (color, bw, CV_RGB2GRAY);
koki_camera_params_t params;
params.size.x = bw->width;
params.size.y = bw->height;
params.principal_point.x = params.size.x / 2;
params.principal_point.y = params.size.y / 2;
params.focal_length.x = 571.0;
params.focal_length.y = 571.0;
markers = koki_find_markers(koki, bw, 0.11, ¶ms);
assert(markers != NULL);
for (i=0; i<markers->len; i++){
koki_marker_t *marker;
marker = g_ptr_array_index(markers, i);
printf("\n(%d) Marker #%d:\n", i, marker->code);
}
cvRelease ((void**)&bw);
cvShowImage ("Source", color);
cvWaitKey (0);
cvRelease ((void**)&color);
cvRelease ((void**)&m);
}
void CompactDataLayer<Dtype>::InternalThreadEntry() {
Datum datum;
string value;
CvMat mat;
IplImage *img = NULL;
CHECK(this->prefetch_data_.count());
Dtype* top_data = this->prefetch_data_.mutable_cpu_data();
Dtype* top_label = NULL; // suppress warnings about uninitialized variables
if (this->output_labels_) {
top_label = this->prefetch_label_.mutable_cpu_data();
}
const int batch_size = this->layer_param_.data_param().batch_size();
for (int item_id = 0; item_id < batch_size; ++item_id) {
// get a blob
switch (this->layer_param_.data_param().backend()) {
case DataParameter_DB_LEVELDB:
CHECK(iter_);
CHECK(iter_->Valid());
value = iter_->value().ToString();
mat = cvMat(1, 1000 * 1000, CV_8UC1, const_cast<char *>(value.data()) + sizeof(int));
// datum.ParseFromString(iter_->value().ToString());
break;
case DataParameter_DB_LMDB:
//LOG(FATAL) << "LMDB is not supported at present";
CHECK_EQ(mdb_cursor_get(mdb_cursor_, &mdb_key_,
&mdb_value_, MDB_GET_CURRENT), MDB_SUCCESS);
mat = cvMat(1, 1000 * 1000 * 3, CV_8UC1, (char *)(mdb_value_.mv_data) + sizeof(int));
// datum.ParseFromArray(mdb_value_.mv_data,
// mdb_value_.mv_size);
break;
default:
LOG(FATAL) << "Unknown database backend";
}
img = cvDecodeImage(&mat, 0);
// Apply data transformations (mirror, scale, crop...)
this->data_transformer_.Transform(item_id, img, this->mean_, top_data);
cvReleaseImage(&img); // release current image
if (this->output_labels_) {
//top_label[item_id] = datum.label();
switch(this->layer_param_.data_param().backend()) {
case DataParameter_DB_LEVELDB:
top_label[item_id] = *((int *)const_cast<char *>(value.data()));
break;
case DataParameter_DB_LMDB:
top_label[item_id] = *((int *)mdb_value_.mv_data);
break;
default:
LOG(FATAL) << "Unkown database backend";
}
// LOG(INFO) << "label: " << top_label[item_id];
}
// go to the next iter
switch (this->layer_param_.data_param().backend()) {
case DataParameter_DB_LEVELDB:
iter_->Next();
if (!iter_->Valid()) {
// We have reached the end. Restart from the first.
DLOG(INFO) << "Restarting data prefetching from start.";
iter_->SeekToFirst();
}
break;
case DataParameter_DB_LMDB:
if (mdb_cursor_get(mdb_cursor_, &mdb_key_,
&mdb_value_, MDB_NEXT) != MDB_SUCCESS) {
// We have reached the end. Restart from the first.
DLOG(INFO) << "Restarting data prefetching from start.";
CHECK_EQ(mdb_cursor_get(mdb_cursor_, &mdb_key_,
&mdb_value_, MDB_FIRST), MDB_SUCCESS);
}
break;
default:
LOG(FATAL) << "Unknown database backend";
}
}
}
void CompactDataLayer<Dtype>::DataLayerSetUp(const vector<Blob<Dtype>*>& bottom,
vector<Blob<Dtype>*>* top) {
// Initialize DB
switch (this->layer_param_.data_param().backend()) {
case DataParameter_DB_LEVELDB:
{
leveldb::DB* db_temp;
leveldb::Options options = GetLevelDBOptions();
options.create_if_missing = false;
LOG(INFO) << "Opening leveldb " << this->layer_param_.data_param().source();
leveldb::Status status = leveldb::DB::Open(
options, this->layer_param_.data_param().source(), &db_temp);
CHECK(status.ok()) << "Failed to open leveldb "
<< this->layer_param_.data_param().source() << std::endl
<< status.ToString();
db_.reset(db_temp);
iter_.reset(db_->NewIterator(leveldb::ReadOptions()));
iter_->SeekToFirst();
}
break;
case DataParameter_DB_LMDB:
CHECK_EQ(mdb_env_create(&mdb_env_), MDB_SUCCESS) << "mdb_env_create failed";
CHECK_EQ(mdb_env_set_mapsize(mdb_env_, 1099511627776), MDB_SUCCESS); // 1TB
CHECK_EQ(mdb_env_open(mdb_env_,
this->layer_param_.data_param().source().c_str(),
MDB_RDONLY|MDB_NOTLS, 0664), MDB_SUCCESS) << "mdb_env_open failed";
CHECK_EQ(mdb_txn_begin(mdb_env_, NULL, MDB_RDONLY, &mdb_txn_), MDB_SUCCESS)
<< "mdb_txn_begin failed";
CHECK_EQ(mdb_dbi_open(mdb_txn_, NULL, 0, &mdb_dbi_), MDB_SUCCESS)
<< "mdb_open failed";
CHECK_EQ(mdb_cursor_open(mdb_txn_, mdb_dbi_, &mdb_cursor_), MDB_SUCCESS)
<< "mdb_cursor_open failed";
LOG(INFO) << "Opening lmdb " << this->layer_param_.data_param().source();
CHECK_EQ(mdb_cursor_get(mdb_cursor_, &mdb_key_, &mdb_value_, MDB_FIRST),
MDB_SUCCESS) << "mdb_cursor_get failed";
break;
default:
LOG(FATAL) << "Unknown database backend";
}
// Check if we would need to randomly skip a few data points
if (this->layer_param_.data_param().rand_skip()) {
unsigned int skip = caffe_rng_rand() %
this->layer_param_.data_param().rand_skip();
LOG(INFO) << "Skipping first " << skip << " data points.";
while (skip-- > 0) {
switch (this->layer_param_.data_param().backend()) {
case DataParameter_DB_LEVELDB:
iter_->Next();
if (!iter_->Valid()) {
iter_->SeekToFirst();
}
break;
case DataParameter_DB_LMDB:
if (mdb_cursor_get(mdb_cursor_, &mdb_key_, &mdb_value_, MDB_NEXT)
!= MDB_SUCCESS) {
CHECK_EQ(mdb_cursor_get(mdb_cursor_, &mdb_key_, &mdb_value_,
MDB_FIRST), MDB_SUCCESS);
}
break;
default:
LOG(FATAL) << "Unknown database backend";
}
}
}
// Read a data point, and use it to initialize the top blob.
Datum datum;
string value;
CvMat mat;
IplImage *img = NULL;
switch (this->layer_param_.data_param().backend()) {
case DataParameter_DB_LEVELDB:
value = this->iter_->value().ToString();
mat = cvMat(1, 1000 * 1000 * 3, CV_8UC1, const_cast<char *>(value.data()) + sizeof(int));
//datum.ParseFromString(iter_->value().ToString());
break;
case DataParameter_DB_LMDB:
mat = cvMat(1, 1000 * 1000 * 3, CV_8UC1, (char *)(mdb_value_.mv_data) + sizeof(int));
//datum.ParseFromArray(mdb_value_.mv_data, mdb_value_.mv_size);
break;
default:
LOG(FATAL) << "Unknown database backend";
}
img = cvDecodeImage(&mat, 0);
// datum size
this->datum_channels_ = img->nChannels;
cvReleaseImage(&img);
// image
int crop_size = this->layer_param_.transform_param().crop_size();
CHECK_GT(crop_size, 0) << "crop size must be greater than 0";
(*top)[0]->Reshape(this->layer_param_.data_param().batch_size(),
this->datum_channels_ , crop_size, crop_size);
this->prefetch_data_.Reshape(this->layer_param_.data_param().batch_size(),
this->datum_channels_ , crop_size, crop_size);
LOG(INFO) << "output data size: " << (*top)[0]->num() << ","
<< (*top)[0]->channels() << "," << (*top)[0]->height() << ","
<< (*top)[0]->width();
// label
if (this->output_labels_) {
(*top)[1]->Reshape(this->layer_param_.data_param().batch_size(), 1, 1, 1);
this->prefetch_label_.Reshape(this->layer_param_.data_param().batch_size(),
1, 1, 1);
}
this->datum_height_ = crop_size;
this->datum_width_ = crop_size;
this->datum_size_ = this->datum_channels_ * this->datum_height_ * this->datum_width_;
}
/**
* buffer header callback function for encoder
*
* Callback will dump buffer data to the specific file
*
* @param port Pointer to port from which callback originated
* @param buffer mmal buffer header pointer
*/
static void encoder_buffer_callback(MMAL_PORT_T *port, MMAL_BUFFER_HEADER_T *buffer)
{
int complete = 0;
// We pass our file handle and other stuff in via the userdata field.
PORT_USERDATA *pData = (PORT_USERDATA *)port->userdata;
if (pData)
{
if (buffer->length)
{
mmal_buffer_header_mem_lock(buffer);
//
// *** PR : OPEN CV Stuff here !
//
// create a CvMat empty structure, with size of the buffer.
CvMat* buf = cvCreateMat(1,buffer->length,CV_8UC1);
// copy buffer from cam to CvMat
buf->data.ptr = buffer->data;
// decode image (interpret jpg)
IplImage *img = cvDecodeImage(buf, CV_LOAD_IMAGE_COLOR);
// we can save it !
cvSaveImage("foobar.bmp", img,0);
// or display it
cvNamedWindow("camcvWin", CV_WINDOW_AUTOSIZE);
cvShowImage("camcvWin", img );
cvWaitKey(0);
//cvReleaseImage(&img );
mmal_buffer_header_mem_unlock(buffer);
}
// Now flag if we have completed
if (buffer->flags & (MMAL_BUFFER_HEADER_FLAG_FRAME_END | MMAL_BUFFER_HEADER_FLAG_TRANSMISSION_FAILED))
complete = 1;
}
else
{
vcos_log_error("Received a encoder buffer callback with no state");
}
// release buffer back to the pool
mmal_buffer_header_release(buffer);
// and send one back to the port (if still open)
if (port->is_enabled)
{
MMAL_STATUS_T status;
MMAL_BUFFER_HEADER_T *new_buffer;
new_buffer = mmal_queue_get(pData->pstate->encoder_pool->queue);
if (new_buffer)
{
status = mmal_port_send_buffer(port, new_buffer);
}
if (!new_buffer || status != MMAL_SUCCESS)
vcos_log_error("Unable to return a buffer to the encoder port");
}
if (complete)
vcos_semaphore_post(&(pData->complete_semaphore));
}
///////////////////////////////////////////////////////////////////////////////////////////////////////////////////
///////////////////////////////////////////////////////////////////////////////////////////////////////////////////
///////////////////////////////////////////////////////////////////////////////////////////////////////////////////
//show rectangle boxes(with object_tracking result)
void show_rects(IplImage *Image,RESULT *CUR,FLOAT ratio)
{
#if 0
//parameters
const int height = Image->height;
const int width = Image->width;
const int UpY = 0;
const int NEW_Y = Image->height;
for(int ii=0;ii<CUR->num;ii++)
{
//int *P = CUR->point+4*ii;
int *P = CUR->OR_point+4*ii;
CvScalar col = get_color(CUR->type[ii]);
CvPoint p1=cvPoint(P[0],P[1]);
CvPoint p2=cvPoint(P[2],P[3]);
cvRectangle(Image,p1,p2,col,3); //draw current-object rectangle
cvLine(Image,p1,p2,col,2);
p1 = cvPoint(P[0],P[3]);
p2 = cvPoint(P[2],P[1]);
cvLine(Image,p1,p2,col,2);
}
#else
//parameters
const int height = Image->height;
const int width = Image->width;
const int UpY = 0;
const int NEW_Y = Image->height;
// generate key
// key_t shm_key = ftok(OUTPUT_SHM_PATH, 1);
// if(shm_key == -1) {
// printf("key generation for output_SHM is failed\n");
// }
key_t shm_key_height = ftok(HEIGHT_SHM_PATH, 1);
if(shm_key_height == -1) {
printf("key generation for height_SHM is failed\n");
}
key_t shm_key_width = ftok(WIDTH_SHM_PATH, 1);
if(shm_key_width == -1) {
printf("key generation for width_SHM is failed\n");
}
// key_t shm_key_rbuf_dst = ftok(RBUF_DST_PATH, 1);
// if(shm_key_rbuf_dst == -1) {
// printf("key generation for rbuf_dst_SHM is failed\n");
// }
key_t shm_key_rbuf = ftok(RBUF_PATH, 1);
if(shm_key_rbuf == -1) {
printf("key generation for rbuf_SHM is failed\n");
}
key_t shm_key_rbuf_head = ftok(RBUF_HEAD_PATH, 1);
if(shm_key_rbuf_head == -1) {
printf("key generation for rbuf_head_SHM is failed\n");
}
key_t shm_key_rbuf_tail = ftok(RBUF_TAIL_PATH, 1);
if(shm_key_rbuf_tail == -1) {
printf("key generation for rbuf_tail_SHM is failed\n");
}
// generate key for semaphore
key_t sem_key = ftok(SEM_PATH, 1); // key for semaphore
if(sem_key == -1) { // error semantics
printf("key heneration for semaphore is failed\n");
}
/* generate key for fps keeper */
key_t shm_key_pds_fps = ftok(PDS_FPS_SHM_PATH, 1);
if(shm_key_pds_fps == -1) {
printf("key generation for pds_fps_SHM is failed\n");
}
// access to the shared memory
// int shrd_id = shmget(shm_key, IMAGE_SIZE, 0666);
// if(shrd_id < 0) {
// printf("Can't Access to the Shared Memory!! \n");
// }
int shrd_id_height = shmget(shm_key_height, sizeof(int), 0666);
if(shrd_id_height < 0) {
printf("Can't Access to the Shared Memory!! \n");
}
int shrd_id_width = shmget(shm_key_width, sizeof(int), 0666);
if(shrd_id_width < 0) {
printf("Can't Access to the Shared Memory!! \n");
}
// int shrd_id_rbuf_dst = shmget(shm_key_rbuf_dst, RBUF_ELEMENT_NUM*sizeof(int), 0666);
// if(shrd_id_rbuf_dst < 0) {
// printf("Can't Access to the Shared Memory!! \n");
// }
// int shrd_id_rbuf = shmget(shm_key_rbuf, MAX_OBJECT_NUM*sizeof(int*), 0666);
int shrd_id_rbuf = shmget(shm_key_rbuf, MAX_OBJECT_NUM*sizeof(obj_coordinate), 0666);
if(shrd_id_rbuf < 0) {
printf("Can't Access to the Shared Memory!! \n");
}
int shrd_id_rbuf_head = shmget(shm_key_rbuf_head, sizeof(int), 0666);
if(shrd_id_rbuf_head < 0) {
printf("Can't Access to the Shared Memory!! \n");
}
int shrd_id_rbuf_tail = shmget(shm_key_rbuf_tail, sizeof(int), 0666);
if(shrd_id_rbuf_tail < 0) {
printf("Can't Access to the Shared Memory!! \n");
}
// open semaphore
int semid = semget(sem_key, 1, 0666);
if(semid == -1) {
printf("Can't Access to the semaphore\n");
}
/* access to shared fps keeper */
int shrd_id_pds_fps = shmget(shm_key_pds_fps, sizeof(int), 0666);
if(shrd_id_pds_fps < 0) {
printf("Can't Access to the Shared Memory!! \n");
}
// unsigned char *shrd_ptr = (unsigned char *)shmat(shrd_id, NULL, 0);
int *shrd_ptr_height = (int *)shmat(shrd_id_height, NULL, 0);
int *shrd_ptr_width = (int *)shmat(shrd_id_width, NULL, 0);
// int *shrd_ptr_rbuf_dst = (int *)shmat(shrd_id_rbuf_dst, NULL, 0);
// int **shrd_ptr_rbuf = (int **)shmat(shrd_id_rbuf, NULL, 0);
obj_coordinate *shrd_ptr_rbuf = (obj_coordinate *)shmat(shrd_id_rbuf, NULL, 0);
int *shrd_ptr_rbuf_head = (int *)shmat(shrd_id_rbuf_head, NULL, 0);
int *shrd_ptr_rbuf_tail = (int *)shmat(shrd_id_rbuf_tail, NULL, 0);
int *shrd_ptr_pds_fps = (int *)shmat(shrd_id_pds_fps, NULL, 0);
// int *tmpptr = shrd_ptr_rbuf_dst;
// for(int i=0; i<MAX_OBJECT_NUM; i++) {
// shrd_ptr_rbuf[i] = tmpptr;
// tmpptr += CO_NUM;
// }
#if 0
// IplImage *output_image = cvCreateImage(cvSize(640, 480), IPL_DEPTH_8U, 3);
IplImage *output_image = cvCreateImage(cvSize(*shrd_ptr_width, *shrd_ptr_height), IPL_DEPTH_8U, 3);
// output_image->imageData = (char *)shrd_ptr;
/* for bitmap image, set the point of origin of image to left below */
output_image->origin = 1;
/* skip header information */
shrd_ptr += HEADER_SIZE;
/* To keep original data, use copied image data */
// memcpy(output_image->imageData, shrd_ptr, IMAGE_SIZE);
output_image->imageData = (char *)shrd_ptr;
#endif
#if 0
/* read image from buffer */
CvMat *buf = cvCreateMat(1, IMAGE_SIZE, CV_8UC3);
My_sem_operation(semid, LOCK); // lock semaphore
// buf->data.ptr = shrd_ptr;
memcpy(buf->data.ptr, shrd_ptr, IMAGE_SIZE);
My_sem_operation(semid, UNLOCK); // unlock semaphore
IplImage *output_image = cvDecodeImage(buf, CV_LOAD_IMAGE_COLOR); // absorb the difference of file format
#endif
for(int ii=0;ii<CUR->num;ii++)
{
//int *P = CUR->point+4*ii;
int *P = CUR->OR_point+4*ii;
CvScalar col = get_color(CUR->type[ii]);
CvPoint p1=cvPoint(P[0],P[1]);
CvPoint p2=cvPoint(P[2],P[3]);
// // draw rectangle to original image
// cvRectangle(Image,p1,p2,col,3); //draw current-object rectangle
// cvLine(Image,p1,p2,col,2);
// draw rectangle to shared memory image
// cvRectangle(output_image,p1,p2,col,3); //draw current-object rectangle
// cvLine(output_image,p1,p2,col,2);
p1 = cvPoint(P[0],P[3]);
p2 = cvPoint(P[2],P[1]);
// // draw rectangle to original image
// cvLine(Image,p1,p2,col,2);
// draw rectangle to shared memory image
// cvLine(output_image,p1,p2,col,2);
/* write coodinates to ring buffer*/
My_sem_operation(semid, LOCK); // lock semaphore
// apSetCoordinate(shrd_ptr_rbuf, P[0], shrd_ptr_rbuf_head, shrd_ptr_rbuf_tail, LEFT);
// apSetCoordinate(shrd_ptr_rbuf, P[1], shrd_ptr_rbuf_head, shrd_ptr_rbuf_tail, UPPER);
// apSetCoordinate(shrd_ptr_rbuf, P[2], shrd_ptr_rbuf_head, shrd_ptr_rbuf_tail, RIGHT);
// apSetCoordinate(shrd_ptr_rbuf, P[3], shrd_ptr_rbuf_head, shrd_ptr_rbuf_tail, BOTTOM);
apSetCoordinate(shrd_ptr_rbuf, // obj_coordinate *queue
shrd_ptr_rbuf_head, // int *head
shrd_ptr_rbuf_tail, // int *tail
P[0], // int left
P[1], // int upper
P[2], // int right
P[3], // int bottom
// CAR // int type
PEDESTRIAN // int type
);
My_sem_operation(semid, UNLOCK); // unlock semaphore
}
/* increment frame per second */
My_sem_operation(semid, LOCK); // lock semaphore
*shrd_ptr_pds_fps += 1;
My_sem_operation(semid, UNLOCK); // unlock semaphore
#if 0
/* copy back to the shared memory by png format*/
CvMat *buf_for_output = cvEncodeImage(".png", output_image);
//CvMat *buf_for_output = cvEncodeImage(".bmp", output_image);
//CvMat *buf_for_output = cvEncodeImage(".jpeg", output_image);
My_sem_operation(semid, LOCK); // lock semaphore
// memcpy(shrd_ptr, buf_for_output->data.ptr, IMAGE_SIZE); // サイズ違いでエラー？
memcpy(shrd_ptr, buf_for_output->data.ptr, (buf_for_output->rows)*(buf_for_output->cols)*sizeof(unsigned char)); // サイズ違いでエラー？
My_sem_operation(semid, UNLOCK); // unlock semaphore
cvShowImage("for debug", output_image);
cvWaitKey(10);
#endif
#if 0
FILE *testoutput = fopen("./testoutput", "wb");
if(testoutput == NULL){
printf("test output error\n");
}
unsigned char *tmpptr = (unsigned char *)buf_for_output->data.ptr;
for(int i=0; i<IMAGE_SIZE; i++) {
fprintf(testoutput, "%c",*tmpptr);
tmpptr++;
}
fclose(testoutput);
#endif
/* detouch(purge) shared memory */
// if(shmdt(shrd_ptr)==-1){
// printf("purge error! (shrd_ptr)\n");
// }
if(shmdt(shrd_ptr_height)==-1){
printf("purge error! (shrd_ptr_height)\n");
}
if(shmdt(shrd_ptr_width)==-1){
printf("purge error! (shrd_ptr_width)\n");
}
// if(shmdt(shrd_ptr_rbuf_dst)==-1) {
// printf("purge error! (shrd_ptr_rbuf_dst)\n");
// }
if(shmdt(shrd_ptr_rbuf)==-1) {
printf("purge error! (shrd_ptr_rbuf)\n");
}
if(shmdt(shrd_ptr_rbuf_head)==-1) {
printf("purge error! (shrd_ptr_rbuf_head)\n");
}
if(shmdt(shrd_ptr_rbuf_tail)==-1) {
printf("purge error! (shrd_ptr_rbuf_tail)\n");
}
if(shmdt(shrd_ptr_pds_fps)==-1){
printf("purge error! (shrd_ptr_pds_fps)\n");
}
#if 0
/* release image */
cvReleaseImage(&output_image);
cvReleaseMat(&buf);
cvReleaseMat(&buf_for_output);
#endif
#endif
}
///////////////////////////////////////////////////////////////////////////////////////////////////////////////////
///////////////////////////////////////////////////////////////////////////////////////////////////////////////////
///////////////////////////////////////////////////////////////////////////////////////////////////////////////////
//load_successive_image
IplImage *load_suc_image(int fnum)
{
#if 0
char pass[MAXLINE];
char num[8];
//strcpy_s(pass,sizeof(pass),IN_S_NAME);
strcpy(pass, IN_S_NAME);
//sprintf_s(num,sizeof(num),"%d",fnum);
sprintf(num, "%d",fnum);
//strcat_s(pass,sizeof(pass),num);
strcat(pass, num);
//strcat_s(pass,sizeof(pass),EX_NAME);
strcat(pass, EX_NAME);
printf("%s\n",pass);
return(cvLoadImage(pass,CV_LOAD_IMAGE_COLOR));
#else
/*****************************************************/
// generate key
/*****************************************************/
key_t shm_key = ftok(INPUT_SHM_PATH, 1);
if(shm_key == -1) {
printf("key generation for input_SHM is failed\n");
}
key_t shm_key_height = ftok(HEIGHT_SHM_PATH, 1);
if(shm_key == -1) {
printf("key generation for height_SHM is failed\n");
}
key_t shm_key_width = ftok(WIDTH_SHM_PATH, 1);
if(shm_key == -1) {
printf("key generation for width_SHM is failed\n");
}
// generation key for semaphore
key_t sem_key = ftok(SEM_PATH, 1); // key for semaphore
if(sem_key == -1) {
printf("key generation for semaphore is failed\n");
}
// generation key for reader-writer lock
key_t shm_key_rwlock = ftok(RWLOCK_SHM_PATH, 1);
if(shm_key_rwlock == -1) {
printf("key generation for reader-writer lock failed\n");
}
// key generation for image update checker
key_t shm_key_imgupd = ftok(IMGUPD_SHM_PATH, 1);
if(shm_key_imgupd == -1) { // error semantics
printf("generation key for image update checker failed\n");
}
/*****************************************************/
// access to the shared memory
/*****************************************************/
int shrd_id = shmget(shm_key, IMAGE_SIZE, 0666);
if(shrd_id < 0) {
printf("Can't Access to the Shared Memory!! \n");
}
int shrd_id_height = shmget(shm_key_height, sizeof(int), 0666);
if(shrd_id_height < 0) {
printf("Can't Access to the Shared Memory!! \n");
}
int shrd_id_width = shmget(shm_key_width, sizeof(int), 0666);
if(shrd_id_width < 0) {
printf("Can't Access to the Shared Memory!! \n");
}
// open semaphore
int semid = semget(sem_key, 1, 0666);
if(semid == -1) {
printf("Can't Access to the semaphore\n");
}
// open reader-writer lock
int shrd_id_rwlock = shmget(shm_key_rwlock, sizeof(pthread_rwlock_t), 0666);
// access shared image update checker
int shrd_id_imgupd = shmget(shm_key_imgupd, sizeof(char)*256, 0666);
if(shrd_id_imgupd < 0) { // error semantics
printf("Can't Access Shared memory for image update checker...\n");
}
unsigned char *shrd_ptr = (unsigned char*)shmat(shrd_id, NULL, 0);
int *shrd_ptr_height = (int*)shmat(shrd_id_height, NULL, 0);
int *shrd_ptr_width = (int*)shmat(shrd_id_width, NULL, 0);
// attach reader-writer lock
pthread_rwlock_t *shrd_ptr_rwlock = (pthread_rwlock_t *)shmat(shrd_id_rwlock, NULL, 0);
// attach image update checker
char *shrd_ptr_imgupd = (char*)shmat(shrd_id_imgupd, NULL, 0);
#if 0
// IplImage *image = cvCreateImage(cvSize(640, 480), IPL_DEPTH_8U, 3);
IplImage *image = cvCreateImage(cvSize(*shrd_ptr_width, *shrd_ptr_height), IPL_DEPTH_8U, 3);
/* for bitmap image, set the point of origin of image to left below */
image->origin = 1;
/* skip header information */
shrd_ptr += HEADER_SIZE;
/* To keep original data, use copied image data */
// memcpy(image->imageData, shrd_ptr, IMAGE_SIZE);
image->imageData = (char *)shrd_ptr;
#endif
// image update check
static char imgupd_before[256] = {0};
int upd_check = 0;
while(1) {
My_sem_operation(semid, LOCK); // lock semaphore
upd_check = strcmp(shrd_ptr_imgupd, imgupd_before);
My_sem_operation(semid, UNLOCK); // unlock semaphore
// if shrd_ptr_imgupd == imgupd_before, then continue loop
if(upd_check != 0)
{
My_sem_operation(semid, LOCK); // lock semaphore
strcpy(imgupd_before, shrd_ptr_imgupd);
My_sem_operation(semid, UNLOCK); // unlock semaphore
break;
}
}
/* read image from buffer */
CvMat *buf = cvCreateMat(1, IMAGE_SIZE, CV_8UC3);
// My_sem_operation(semid, LOCK); // lock semaphore
int rtn = pthread_rwlock_rdlock(shrd_ptr_rwlock); // lock reader-writer lock as reader
if(rtn != 0) {
printf("pthread_rwlock_rdlock failed...\n");
}
memcpy(buf->data.ptr, shrd_ptr, IMAGE_SIZE);
rtn = pthread_rwlock_unlock(shrd_ptr_rwlock); // unlock reader-writer lock
if(rtn != 0) {
printf("pthread_rwlock_unlock failed...\n");
}
// My_sem_operation(semid, UNLOCK); // unlock semaphore
IplImage *image = cvDecodeImage(buf, CV_LOAD_IMAGE_COLOR); // absorb the difference of file format
// test: output shared memory data
// cvNamedWindow("test output", CV_WINDOW_AUTOSIZE);
// cvShowImage("test output", image);
// cvWaitKey(0);
return(image);
#endif
}
/**
* main
*/
int main(int argc, const char **argv)
{
// *** MODIFICATION: OpenCV modifications.
// Load previous image.
IplImage* prevImage = cvLoadImage("motion1.jpg", CV_LOAD_IMAGE_COLOR);
// Create two arrays with the same number of channels than the original one.
avg1 = cvCreateMat(prevImage->height,prevImage->width,CV_32FC3);
avg2 = cvCreateMat(prevImage->height,prevImage->width,CV_32FC3);
// Create image of 32 bits.
IplImage* image32 = cvCreateImage(cvSize(prevImage->width,prevImage->height), 32,3);
// Convert image to 32 bits.
cvConvertScale(prevImage,image32,1/255,0);
// Set data from previous image into arrays.
cvSetData(avg1,image32->imageData,image32->widthStep);
cvSetData(avg2,image32->imageData,image32->widthStep);
// *** MODIFICATION end
// Our main data storage vessel..
RASPISTILL_STATE state;
MMAL_STATUS_T status = MMAL_SUCCESS;
MMAL_PORT_T *camera_preview_port = NULL;
MMAL_PORT_T *camera_video_port = NULL;
MMAL_PORT_T *camera_still_port = NULL;
MMAL_PORT_T *preview_input_port = NULL;
MMAL_PORT_T *encoder_input_port = NULL;
MMAL_PORT_T *encoder_output_port = NULL;
bcm_host_init();
// Register our application with the logging system
vcos_log_register("fast", VCOS_LOG_CATEGORY);
signal(SIGINT, signal_handler);
default_status(&state);
if (state.verbose)
{
fprintf(stderr, "\n%s Camera App %s\n\n", basename(argv[0]), VERSION_STRING);
}
// OK, we have a nice set of parameters. Now set up our components
// We have three components. Camera, Preview and encoder.
// Camera and encoder are different in stills/video, but preview
// is the same so handed off to a separate module
if ((status = create_camera_component(&state)) != MMAL_SUCCESS)
{
vcos_log_error("%s: Failed to create camera component", __func__);
}
else if ((status = raspipreview_create(&state.preview_parameters)) != MMAL_SUCCESS)
{
vcos_log_error("%s: Failed to create preview component", __func__);
destroy_camera_component(&state);
}
else if ((status = create_encoder_component(&state)) != MMAL_SUCCESS)
{
vcos_log_error("%s: Failed to create encode component", __func__);
raspipreview_destroy(&state.preview_parameters);
destroy_camera_component(&state);
}
else
{
PORT_USERDATA callback_data;
if (state.verbose)
fprintf(stderr, "Starting component connection stage\n");
camera_preview_port = state.camera_component->output[MMAL_CAMERA_PREVIEW_PORT];
camera_video_port = state.camera_component->output[MMAL_CAMERA_VIDEO_PORT];
camera_still_port = state.camera_component->output[MMAL_CAMERA_CAPTURE_PORT];
preview_input_port = state.preview_parameters.preview_component->input[0];
encoder_input_port = state.encoder_component->input[0];
encoder_output_port = state.encoder_component->output[0];
if (state.preview_parameters.wantPreview )
{
if (state.verbose)
{
fprintf(stderr, "Connecting camera preview port to preview input port\n");
fprintf(stderr, "Starting video preview\n");
}
// *** USER: remove preview
// Connect camera to preview
//status = connect_ports(camera_preview_port, preview_input_port, &state.preview_connection);
}
else
{
status = MMAL_SUCCESS;
}
if (status == MMAL_SUCCESS)
{
VCOS_STATUS_T vcos_status;
if (state.verbose)
fprintf(stderr, "Connecting camera stills port to encoder input port\n");
// Now connect the camera to the encoder
status = connect_ports(camera_still_port, encoder_input_port, &state.encoder_connection);
if (status != MMAL_SUCCESS)
{
vcos_log_error("%s: Failed to connect camera video port to encoder input", __func__);
goto error;
}
// Set up our userdata - this is passed though to the callback where we need the information.
// Null until we open our filename
callback_data.file_handle = NULL;
callback_data.pstate = &state;
vcos_status = vcos_semaphore_create(&callback_data.complete_semaphore, "RaspiStill-sem", 0);
vcos_assert(vcos_status == VCOS_SUCCESS);
if (status != MMAL_SUCCESS)
{
vcos_log_error("Failed to setup encoder output");
goto error;
}
FILE *output_file = NULL;
int frame = 1;
// Enable the encoder output port
encoder_output_port->userdata = (struct MMAL_PORT_USERDATA_T *)&callback_data;
if (state.verbose)
fprintf(stderr, "Enabling encoder output port\n");
// Enable the encoder output port and tell it its callback function
status = mmal_port_enable(encoder_output_port, encoder_buffer_callback);
// Create an empty matrix with the size of the buffer.
CvMat* buf = cvCreateMat(1,60000,CV_8UC1);
// Keep buffer that gets frames from queue.
MMAL_BUFFER_HEADER_T *buffer;
// Image to be displayed.
IplImage* image;
// Keep number of buffers and index for the loop.
int num, q;
while(1)
{
// Send all the buffers to the encoder output port
num = mmal_queue_length(state.encoder_pool->queue);
for (q=0;q<num;q++)
{
buffer = mmal_queue_get(state.encoder_pool->queue);
if (!buffer)
vcos_log_error("Unable to get a required buffer %d from pool queue", q);
if (mmal_port_send_buffer(encoder_output_port, buffer)!= MMAL_SUCCESS)
vcos_log_error("Unable to send a buffer to encoder output port (%d)", q);
} // for
if (mmal_port_parameter_set_boolean(camera_still_port, MMAL_PARAMETER_CAPTURE, 1) != MMAL_SUCCESS)
vcos_log_error("%s: Failed to start capture", __func__);
else
{
// Wait for capture to complete
// For some reason using vcos_semaphore_wait_timeout sometimes returns immediately with bad parameter error
// even though it appears to be all correct, so reverting to untimed one until figure out why its erratic
vcos_semaphore_wait(&callback_data.complete_semaphore);
if (state.verbose)
fprintf(stderr, "Finished capture %d\n", frame);
} // else
// Copy buffer from camera to matrix.
buf->data.ptr = buffer->data;
// This workaround is needed for the code to work
// *** TODO: investigate why.
printf("Until here works\n");
// Decode the image and display it.
image = cvDecodeImage(buf, CV_LOAD_IMAGE_COLOR);
// Destinations
CvMat* res1 = cvCreateMat(image->height,image->width,CV_8UC3);
CvMat* res2 = cvCreateMat(image->height,image->width,CV_8UC3);
// Update running averages and then scale, calculate absolute values
// and convert the result 8-bit.
// *** USER:change the value of the weight.
cvRunningAvg(image,avg2,0.0001, NULL);
cvConvertScaleAbs(avg2, res2, 1,0);
cvRunningAvg(image,avg1,0.1, NULL);
cvConvertScaleAbs(avg1, res1, 1,0);
// Show images
cvShowImage("img",image);
cvShowImage("avg1",res1);
cvShowImage("avg2",res2);
cvWaitKey(20);
// Update previous image.
cvSaveImage("motion1.jpg", image, 0);
} // end while
vcos_semaphore_delete(&callback_data.complete_semaphore);
}
else
{
mmal_status_to_int(status);
vcos_log_error("%s: Failed to connect camera to preview", __func__);
}
error:
mmal_status_to_int(status);
if (state.verbose)
fprintf(stderr, "Closing down\n");
// Disable all our ports that are not handled by connections
check_disable_port(camera_video_port);
check_disable_port(encoder_output_port);
if (state.preview_parameters.wantPreview )
mmal_connection_destroy(state.preview_connection);
mmal_connection_destroy(state.encoder_connection);
/* Disable components */
if (state.encoder_component)
mmal_component_disable(state.encoder_component);
if (state.preview_parameters.preview_component)
mmal_component_disable(state.preview_parameters.preview_component);
if (state.camera_component)
mmal_component_disable(state.camera_component);
destroy_encoder_component(&state);
raspipreview_destroy(&state.preview_parameters);
destroy_camera_component(&state);
if (state.verbose)
fprintf(stderr, "Close down completed, all components disconnected, disabled and destroyed\n\n");
}
if (status != MMAL_SUCCESS)
raspicamcontrol_check_configuration(128);
return 0;
}
int capture_and_send_image(int fd)
{
enum v4l2_buf_type type;
int frame_num = 0;
char camActive = 0;
char rec;
struct v4l2_buffer buf = {0};
int n,i;
char *bufferptr;
int framesize;
long long start, end;
for (i = 0; i < n_buffers; ++i) {
struct v4l2_buffer buf;
CLEAR(buf);
buf.type = V4L2_BUF_TYPE_VIDEO_CAPTURE;
buf.memory = V4L2_MEMORY_MMAP;
buf.index = i;
if (-1 == xioctl(fd, VIDIOC_QBUF, &buf))
printf("VIDIOC_QBUF");
}
type = V4L2_BUF_TYPE_VIDEO_CAPTURE;
if (-1 == xioctl(fd, VIDIOC_STREAMON, &type))
printf("VIDIOC_STREAMON");
// buf.type = V4L2_BUF_TYPE_VIDEO_CAPTURE;
// buf.memory = V4L2_MEMORY_MMAP;
// buf.index = 0;
cvNamedWindow("window",CV_WINDOW_AUTOSIZE);
while(1){
if(frame_num == 0){
start = getSystemTime();
}
fd_set fds;
struct timeval tv;
int r;
FD_ZERO(&fds);
FD_SET(fd, &fds);
tv.tv_sec = 2;
tv.tv_usec = 0;
r = select(fd+1, &fds, NULL, NULL, &tv);
if(-1 == r)
{
perror("Waiting for Frame");
return 1;
}
CLEAR(buf);
buf.type = V4L2_BUF_TYPE_VIDEO_CAPTURE;
buf.memory = V4L2_MEMORY_MMAP;
if(-1 == xioctl(fd, VIDIOC_DQBUF, &buf))
{
switch (errno) {
case EAGAIN:
continue;
case EIO:
/* Could ignore EIO, see spec. */
/* fall through */
default:
perror("VIDIOC_DQBUF");
}
}
assert(buf.index < n_buffers);
IplImage* frame;
CvMat cvmat = cvMat(height, width, CV_8UC3, (void*)buffers[buf.index].start);
frame = cvDecodeImage(&cvmat, 1);
cvShowImage("window", frame);
cvReleaseImage(&frame);
cvWaitKey(1);
if (-1 == xioctl(fd, VIDIOC_QBUF, &buf))
printf("VIDIOC_QBUF");
frame_num++;
if(frame_num == 10){
end = getSystemTime();
frame_num = 0;
printf("\rFPS:%3lld", 10000/(end - start));
fflush(stdout);
}
}
return 0;
}
int memcpy_picture(unsigned char *out, unsigned char *buf, int size)
{
// video 장치 공유 문제(opecv + mjpg)와 해상도에 따른 성능 문제로 인해
// opencv 해상도(800*600)와 stream(160*120) 해상도 변경
{
if(!g_fp)
{
g_fp = fopen("/dev/shm/picam.jpg", "wb");
if(!g_fp) exit(1);
}
int fd = fileno(g_fp);
while(1)
{
if(flock(fd, LOCK_EX) < 0)
{
if(errno == EINTR)
continue;
}
break;
}
fseek(g_fp, 0, SEEK_SET);
fwrite(buf, sizeof(unsigned char), size, g_fp);
fflush(g_fp);
while(1)
{
if(flock(fd, LOCK_UN) < 0)
{
if(errno == EINTR)
continue;
}
break;
}
/*
// 캡쳐된 원본은 object detection에 사용
FILE* fp = fopen("/dev/shm/picam.jpg", "wb");
if(fp)
{
fwrite(buf, sizeof(unsigned char), size, fp);
fclose(fp);
}
*/
// 스케일된 이미지는 스트리밍에 사용
// 이미지 스케일링은 output_http에서 하도록 변경
#if 0
CvMat cm = cvMat(1, size, CV_8UC1, buf);
IplImage* src = cvDecodeImage(&cm, CV_LOAD_IMAGE_COLOR);
if(!src) return 0;
IplImage* dst = cvCreateImage(cvSize(320, 240), src->depth, src->nChannels);
if(!dst) return 0;
cvResize(src, dst, CV_INTER_LINEAR);
//cvSaveImage("/dev/shm/small.jpg", dst, 0);
CvMat* enc = cvEncodeImage(".jpg", dst, 0);
if(!enc) return 0;
printf("#1 buf=%p, size=%d\n", buf, size);
printf("enc->data.ptr=%p, enc->rows=%d, enc->cols=%d\n", enc->data.ptr, enc->rows, enc->cols);
memcpy(buf, enc->data.ptr, enc->rows * enc->cols);
size = enc->rows * enc->cols;
printf("#2 buf=%p, size_%d\n", buf, size);
cvReleaseMat(&enc);
cvReleaseImage(&dst);
cvReleaseImage(&src);
#endif
}
unsigned char *ptdeb, *ptlimit, *ptcur = buf;
int sizein, pos = 0;
if(!is_huffman(buf)) {
ptdeb = ptcur = buf;
ptlimit = buf + size;
while((((ptcur[0] << 8) | ptcur[1]) != 0xffc0) && (ptcur < ptlimit))
ptcur++;
if(ptcur >= ptlimit)
return pos;
sizein = ptcur - ptdeb;
memcpy(out + pos, buf, sizein); pos += sizein;
memcpy(out + pos, dht_data, sizeof(dht_data)); pos += sizeof(dht_data);
memcpy(out + pos, ptcur, size - sizein); pos += size - sizein;
} else {
memcpy(out + pos, ptcur, size); pos += size;
}
return pos;
}
int main(){
int landmarkId;
string imageNameMd5,imageEncoded,imageData;
double ***G=NULL;
double **g = NULL;
IplImage * image = NULL;
CvMat * encodedMat = NULL;
//IplImage* image =cvLoadImage("test.jpg");
// This is used for computing
int imageSize = 128;
IplImage *img = NULL;
int numberBlocks = 4;
int orientationsPerScale[]= {8,8,4};
createGabor(G,orientationsPerScale,imageSize);
while (cin>>landmarkId>>imageNameMd5>>imageEncoded){
try {
imageData.assign(Base64Decode(imageEncoded.c_str(),imageEncoded.length()));
encodedMat = cvCreateMat(1,imageData.length(),CV_8UC1);
encodedMat->data.ptr = (uchar *)imageData.c_str();
image = cvDecodeImage(encodedMat);
}
catch(...){
cvReleaseImage(&image);
cvReleaseMat(&encodedMat);
}
if (!image){
cvReleaseImage(&image);
cvReleaseMat(&encodedMat);
continue;
}
//-----------------resize the pic to 128*128--------
CvSize sz;
sz.height = imageSize; //128
sz.width = imageSize;
img = cvCreateImage(sz,image->depth,image->nChannels);
cvResize(image,img,CV_INTER_CUBIC);
//-----------------resize the pic to 128*128--------
if (!img) {
cvReleaseImage(&image);
cvReleaseMat(&encodedMat);
cvReleaseImage(&img);
//continue;
}
myImg output = prefilt(img,4);
gistGabor(output,numberBlocks,G,imageSize,ssum(orientationsPerScale),g);
cout<<landmarkId<<"L"<<imageNameMd5<<"\t";
cout<<sizeof(g);
for (int i=0;i<960;i++)
cout<<setprecision(4)<<g[i][0]<<'X';
cvReleaseImage(&image);
cvReleaseMat(&encodedMat);
cvReleaseImage(&img);
output.destroy();
cout<<endl;
}
return 0;
}
