Pedro Pedro - 5 months ago 111
C++ Question

converting cv::Mat for tesseract

I'm using OpenCV to extract a subimage of a scanned document and would like to use tesseract to perform OCR over this subimage.

I found out that I can use two methods for text recognition in tesseract, but so far I wasn't able to find a working solution.

A.) How can I convert a

cv::Mat
into a
PIX*
?

(PIX* is a datatype of leptonica)

Based on vasiles code below, this is essentially my current code:

cv::Mat image = cv::imread("c:/image.png");
cv::Mat subImage = image(cv::Rect(50, 200, 300, 100));

int depth;
if(subImage.depth() == CV_8U)
depth = 8;
//other cases not considered yet

PIX* pix = pixCreateHeader(subImage.size().width, subImage.size().height, depth);
pix->data = (l_uint32*) subImage.data;

tesseract::TessBaseAPI tess;
STRING text;
if(tess.ProcessPage(pix, 0, 0, &text))
{
std::cout << text.string();
}


While it doesn't crash or anything, the OCR result still is wrong. It should recognize one word of my sample image, but instead it returns some non-readable characters.

The method
PIX_HEADER
doesn't exist, so I used
pixCreateHeader
, but it doesn't take the number of channels as an argument. So how can I set the number of channels?

B.) How can I use
cv::Mat
for
TesseractRect()
?


Tesseract offers another method for text recognition with this signature:

char * TessBaseAPI::TesseractRect (
const UINT8 * imagedata,
int bytes_per_pixel,
int bytes_per_line,
int left,
int top,
int width,
int height
)


Currently I am using the following code, but it also returns non-readable characters (although different ones than from the code above.

char* cr = tess.TesseractRect(
subImage.data,
subImage.channels(),
subImage.channels() * subImage.size().width,
0,
0,
subImage.size().width,
subImage.size().height);

Answer Source
tesseract::TessBaseAPI tess; 
cv::Mat sub = image(cv::Rect(50, 200, 300, 100));
tess.SetImage((uchar*)sub.data, sub.size().width, sub.size().height, sub.channels(), sub.step1());
tess.Recognize(0);
const char* out = tess.GetUTF8Text();