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Image Preprocessing

This scenario can be used to prepare images for further processing or to improve their visual quality (e.g., after scanning or prior to recognition).

This scenario may be used as part of other scenarios in the first stage of document processing, i.e., to prepare documents for recognition. Usage examples include creating uneditable document copies for archiving, getting editable versions of documents, and extracting meaningful data from documents.

In this scenario, image files are subjected to additional processing, such as:

Auto-detection of page orientation

Is very important for bulk input of images, when the direction in which document pages are scanned is unknown and can be different.

Automated image de-skewing

It is applied to scanned documents requiring compensation for image skew. ABBYY FineReader Engine provides several modes for de-skewing images: with pairs of black squares, lines, or lines of text.

Image despeckling

When scanning poor to medium-quality documents, you may get very noisy images with lots of dots or speckles on them. These speckles, when they appear close to the letters or numbers, may affect the quality of OCR. The size of the speckles to be removed may be specified by the user. Despeckling can be applied to an image as well as to any individual zone of the image.

Splitting facing pages of scanned books into two separate images

It is used for scanning books as double-spreads — for both left and right pages. The recognition quality is higher if the page is split into two, with each page corresponding to a single book page.

Splitting scanned page with multiple business cards into separate images

It is applied to multiple business cards scanned on one page. Each business card then can be processed and saved separately.

Lines straightening

When capturing text from scanned or photographed books, the text lines may be uneven and difficult to OCR. For accurate text recognition skew correction and straightening text lines should be performed.

Texture filtering

Texture filtering technology helps to filter out background "noise" such as color and texture, increasing accuracy for difficult-to-read documents such as newsprint, color documents, faxes, and copies.

Removing motion blur and ISO noise from digital photos

The system automatically identifies the typical defects commonly found in digital images, such as glare, ISO noise.

Clipping page margins

When there is a need to improve the appearance of the images, you may want to clip some image areas, e.g., excess margins on digital photos.

Once preprocessed, the images are saved in user-defined formats or forwarded to further processing.

Implementing the scenario

Below follows a detailed description of the recommended method of using ABBYY FineReader Engine 12 in this scenario.

Step 1. Loading ABBYY FineReader Engine

To start your work with ABBYY FineReader Engine, you need to create the Engine object. The Engine object is the top object in the hierarchy of the ABBYY FineReader Engine objects and provides various global settings, some processing methods, and methods for creating the other objects.

To create the Engine object, you can use the InitializeEngine function. See also other ways to load Engine object.

C#

public class EngineLoader : IDisposable
{
    public EngineLoader()
    {
        // Initialize these variables with the full path to FREngine.dll, your Customer Project ID,
        // and, if applicable, the path to your Online License token file and the Online License password
        string enginePath = "";
        string customerProjectId = "";
        string licensePath = "";
        string licensePassword = "";
        // Load the FREngine.dll library
        dllHandle = LoadLibraryEx(enginePath, IntPtr.Zero, LOAD_WITH_ALTERED_SEARCH_PATH);
           
        try
        {
            if (dllHandle == IntPtr.Zero)
            {
                throw new Exception("Can't load " + enginePath);
            }
            IntPtr initializeEnginePtr = GetProcAddress(dllHandle, "InitializeEngine");
            if (initializeEnginePtr == IntPtr.Zero)
            {
                throw new Exception("Can't find InitializeEngine function");
            }
            IntPtr deinitializeEnginePtr = GetProcAddress(dllHandle, "DeinitializeEngine");
            if (deinitializeEnginePtr == IntPtr.Zero)
            {
                throw new Exception("Can't find DeinitializeEngine function");
            }
            IntPtr dllCanUnloadNowPtr = GetProcAddress(dllHandle, "DllCanUnloadNow");
            if (dllCanUnloadNowPtr == IntPtr.Zero)
            {
                throw new Exception("Can't find DllCanUnloadNow function");
            }
            // Convert pointers to delegates
            initializeEngine = (InitializeEngine)Marshal.GetDelegateForFunctionPointer(
                initializeEnginePtr, typeof(InitializeEngine));
            deinitializeEngine = (DeinitializeEngine)Marshal.GetDelegateForFunctionPointer(
                deinitializeEnginePtr, typeof(DeinitializeEngine));
            dllCanUnloadNow = (DllCanUnloadNow)Marshal.GetDelegateForFunctionPointer(
                dllCanUnloadNowPtr, typeof(DllCanUnloadNow));
            // Call the InitializeEngine function 
            // passing the path to the Online License file and the Online License password
            int hresult = initializeEngine(customerProjectId, licensePath, licensePassword, 
                "", "", false, ref engine);
            Marshal.ThrowExceptionForHR(hresult);
        }
        catch (Exception)
        {
            // Free the FREngine.dll library
            engine = null;
            // Deleting all objects before FreeLibrary call
            GC.Collect();
            GC.WaitForPendingFinalizers();
            GC.Collect();
            FreeLibrary(dllHandle);
            dllHandle = IntPtr.Zero;
            initializeEngine = null;
            deinitializeEngine = null;
            dllCanUnloadNow = null;
            throw;
        }
    }
    // Kernel32.dll functions
    [DllImport("kernel32.dll")]
    private static extern IntPtr LoadLibraryEx(string dllToLoad, IntPtr reserved, uint flags);
    private const uint LOAD_WITH_ALTERED_SEARCH_PATH = 0x00000008;
    [DllImport("kernel32.dll")]
    private static extern IntPtr GetProcAddress(IntPtr hModule, string procedureName);
    [DllImport("kernel32.dll")]
    private static extern bool FreeLibrary(IntPtr hModule);
    // FREngine.dll functions
    [UnmanagedFunctionPointer(CallingConvention.StdCall, CharSet = CharSet.Unicode)]
    private delegate int InitializeEngine(string customerProjectId, string licensePath, 
        string licensePassword, string tempFolder, string dataFolder, bool isSharedCPUCoresMode, 
        ref FREngine.IEngine engine);
    [UnmanagedFunctionPointer(CallingConvention.StdCall)]
    private delegate int DeinitializeEngine();
    [UnmanagedFunctionPointer(CallingConvention.StdCall)]
    private delegate int DllCanUnloadNow();
    // private variables
    private FREngine.IEngine engine = null;
    // Handle to FREngine.dll
    private IntPtr dllHandle = IntPtr.Zero;
    private InitializeEngine initializeEngine = null;
    private DeinitializeEngine deinitializeEngine = null;
    private DllCanUnloadNow dllCanUnloadNow = null;
}

Step 2. Preprocessing images during opening

Step 3. Preprocessing images that are already opened

Step 4. Unloading ABBYY FineReader Engine

After finishing your work with ABBYY FineReader Engine, you need to unload the Engine object. To do this, use the DeinitializeEngine exported function.

C#

public class EngineLoader : IDisposable
{
    // Unload FineReader Engine
    public void Dispose()
    {
        if (engine == null)
        {
            // Engine was not loaded
            return;
        }
        engine = null;
        // Deleting all objects before FreeLibrary call
        GC.Collect();
        GC.WaitForPendingFinalizers();
        GC.Collect();
        int hresult = deinitializeEngine();

        hresult = dllCanUnloadNow();
        if (hresult == 0)
        {
            FreeLibrary(dllHandle);
        }
        dllHandle = IntPtr.Zero;
        initializeEngine = null;
        deinitializeEngine = null;
        dllCanUnloadNow = null;
        // throwing exception after cleaning up
        Marshal.ThrowExceptionForHR(hresult);
    }
    // Kernel32.dll functions
    [DllImport("kernel32.dll")]
    private static extern IntPtr LoadLibraryEx(string dllToLoad, IntPtr reserved, uint flags);
    private const uint LOAD_WITH_ALTERED_SEARCH_PATH = 0x00000008;
    [DllImport("kernel32.dll")]
    private static extern IntPtr GetProcAddress(IntPtr hModule, string procedureName);
    [DllImport("kernel32.dll")]
    private static extern bool FreeLibrary(IntPtr hModule);
    // FREngine.dll functions
    [UnmanagedFunctionPointer(CallingConvention.StdCall, CharSet = CharSet.Unicode)]
    private delegate int InitializeEngine( string customerProjectId, string LicensePath, string LicensePassword, , , , ref FREngine.IEngine engine);
    [UnmanagedFunctionPointer(CallingConvention.StdCall)]
    private delegate int DeinitializeEngine();
    [UnmanagedFunctionPointer(CallingConvention.StdCall)]
    private delegate int DllCanUnloadNow();
    // private variables
    private FREngine.IEngine engine = null;
    // Handle to FREngine.dll
    private IntPtr dllHandle = IntPtr.Zero;
    private InitializeEngine initializeEngine = null;
    private DeinitializeEngine deinitializeEngine = null;
    private DllCanUnloadNow dllCanUnloadNow = null;
}

Required resources

You can use the FREngineDistribution.csv file to automatically create a list of files required for your application to function. For processing with this scenario, select in the column 5 (RequiredByModule) the following values:

Core

Core.Resources

Opening

Opening, Processing

If you modify the standard scenario, change the required modules accordingly. You also need to specify the interface languages, recognition languages and any additional features which your application uses (such as, e.g., Opening.PDF if you need to open PDF files, or Processing.OCR.CJK if you need to recognize texts in CJK languages). See Working with the FREngineDistribution.csv File for further details.

Additional optimization

These are the sections of the help file where you can find additional information about setting up the parameters for the various processing stages:

Image preprocessing

Working with Images
Working with images in ABBYY FineReader Engine and setting up image opening and preprocessing parameters.
PrepareImageMode Object
The parameters of this object affect image opening and preprocessing: skew correction, image inversion, mirroring, prepared image compression, resolution, rotation.
ImageDocument Object
The main object which provides access to images. This method provides a number of image preprocessing methods applied to an open image: cropping, double page splitting, photo preprocessing, visual enhancements.
ImageModification Object
Use this object for additional processing of source images (e.g., replacing some regions of an image with color).
Tips for Taking Photos
Getting quality images from photo devices.

Saving images

IImage::WriteToFile
Use this method to save images to a file in a format of your choice.

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