ID Card Reader
The IDCardReader class uses LEADTOOLS OCR technology to parse data from identification cards. Currently, this engine supports US and EU driver license cards.
The engine is designed for progressive recognition from a live camera capture. Frames are fed and the engine will try to extract as much data from each frame as possible and in the process will combine results from the most accurate recognition data till all the required fields are read. The user can stop the processing at any time if enough data is required, or continue till the engine finishes reading all the data. The engine might read all the data from the first frame if the image contains very clear data. Therefore, the engine also supports reading the ID data (all or partial) from a single frame.
The engine returns the results in an IDCardResults type which contains the following data:
Typical workflow is as follows:
Start by creating an engine instance and initialize it. This is typically done in the application's startup code.
void Startup()
{
// Create the OCR engine to be used with this demo
IOcrEngine ocrEngine = OcrEngineManager.CreateEngine(OcrEngineType.LEAD, false);
ocrEngine.Startup(null, null, null, PATH_TO_OCR_RUNTIME);
// Create an ID card reader
IDCardReader cardReader = new IDCardReader(ocrEngine);
}
Next, assume the user interface contains a button to start capturing from the camera and begin recognition. Insert the following code there to begin a new capture process:
void StartRecognition()
{
// Start new recognition process
cardReader.ResetRecognitionData();
// Start capturing from the camera
StartCameraCapture();
}
During each frame acquired by the camera, create a RasterImage instance from it and send it to the engine using the following code. Note the check for the result of ProcessFrame to indicate when reading is finished:
void ProcessCameraFrame(RasterImage frameImage)
{
// Process this frame
if (cardReader.ProcessFrame(frameImage))
{
// The engine is done, grab the results
IDCardResults results = cardReader.Results;
// Stop capturing from the camera
StopCameraCapture();
// Display the results to the user or continue further processing
DisplayOrProcessResults(results);
}
}
Depending on the application, only some of the data be required, (for example, only the ID). Therefore, the application can use code similar to the following to perform recognition:
void ProcessCameraFrame(RasterImage frameImage)
{
// Process this frame
cardReader.ProcessFrame(frameImage);
// See if have a valid ID number
FieldResult idNumber = cardReader.Results.IDNumber;
if (idNumber.Confidence > 75) // Stop when we have 75% or above accuracy
{
// We are done, grab the results
string idNumberValue = idNumber.Text;
// Stop captruing from the camera
StopCameraCapture();
// Display the results to the user or continue further processing
DisplayOrProcessResults(idNumberValue);
}
}