#include "l_bitmap.h"

L_LTIMGCOR_API L_INT EXT_FUNCTION L_AutoBinarizeBitmap(pBitmap, uFactor, uFlags)


pointer to the bitmap handle

L_UINT uFactor;

threshold factor

L_UINT uFlags;


Applies binary segmentation to a bitmap automatically.

This feature is available in version 16 or higher.

Parameter Description
pBitmap Pointer to the bitmap handle referencing the bitmap having binary segmentation applied automatically.
uFactor Threshold Factor. The meaning of this factor depends on which type of thresholding is being used. For more information see the description of the uFlags parameter.
uFlags Flags that indicate the type of pre-processing to perform on the bitmap and the type of thresholding to use. You can use a bitwise OR (|) to specify one flag from each group.
  The following flags indicate the type of pre-processing to perform on the bitmap:
  Value Meaning
  AUTO_BINARIZE_PRE_AUTO [0x00000000] Perform automatic pre-processing. This is the default value.
  AUTO_BINARIZE_NO_PRE [0x00000001] Do not perform pre-processing.
  AUTO_BINARIZE_PRE_BG_ELIMINATION [0x00000002] Eliminate the background of the bitmap but keep the key features, such as text.
  AUTO_BINARIZE_PRE_LEVELING [0x00000004] Perform automatic color leveling.
  The following flags indicate type of threshold to use:
  Value Meaning
  AUTO_BINARIZE_THRESHOLD_AUTO [0x00000000] Perform automatic thresholding. This is the default value.
  AUTO_BINARIZE_THRESHOLD_USER [0x00000010] Let the user choose the threshold value, to be passed in uFactor. Valid values range from 0 to 255.
  AUTO_BINARIZE_THRESHOLD_PERCENTILE [0x00000020] Perform percentile thresholding. In this case uFactor is the percentage of black pixels at which to perform thresholding, expressed in hundredths of a percent. For example, 500 means 5 percent. Valid values range from 0 to 10000.
  AUTO_BINARIZE_THRESHOLD_MEDIAN [0x00000040] Perform median thresholding.



The function was successful.

< 1

An error occurred. Refer to Return Codes.


AutoBinarize converts a colored image into a image automatically, without losing important image features such as text. This function uses several pre-processing and threshold operations which enable the user to extract the key features of any colored image. It can be adjusted to be suitable for a specific input device,  such as a scanner or camera. It is ideal for making unclear document images more readable. This function is especially useful for improving recognition results (OCR, Barcode, OMR, ICR).

L_AutoBinarizeBitmap options:

To update a status bar or detect a user interrupt during execution of this function, refer to L_SetStatusCallback.

This function does not support 12 and 16-bit grayscale and 48 and 64-bit color images. If the image is 12 and 16-bit grayscale and 48 and 64-bit color, the function will not return an error.

This function does not support signed data images. It returns the error code ERROR_SIGNED_DATA_NOT_SUPPORTED if a signed data image is passed to this function.

This function does not support 32-bit grayscale images. It returns the error code ERROR_GRAY32_UNSUPPORTED if a 32-bit grayscale image is passed to this function.

Required DLLs and Libraries


For a listing of the exact DLLs and Libraries needed, based on the toolkit version, refer to Files To Be Included With Your Application.


Win32, x64, Linux.

See Also


L_IntensityDetectBitmap, L_DeskewBitmap, L_LineRemoveBitmap, L_AutoLineRemove, L_AutoTrimBitmap, L_BlankPageDetectorBitmap, L_DespeckleBitmap, L_AutoBinaryBitmap, L_HolePunchRemoveBitmap, L_HolesRemovalBitmapRgn, L_BorderRemoveBitmap, L_InvertedTextBitmap, L_DotRemoveBitmap, L_ColorResBitmap, L_ColorLevelBitmap, L_DynamicBinaryBitmap, L_SmoothBitmap, L_InvertBitmap, L_InvertedPageBitmap


Raster Image Functions: Filtering Images


Processing an Image


Raster Image Functions: Document Imaging


Raster Image Functions: Processing an Image


Removing Noise


Cleaning Up 1-Bit Images


Raster Image Functions: Cleaning Up 1-Bit Images


Raster Image Functions: Doing Color Expansion or Reduction


#define MAKE_IMAGE_PATH(pFileName) TEXT("C:\\Users\\Public\\Documents\\LEADTOOLS Images\\")pFileName 
L_INT AutoBinarizeBitmapExample(L_VOID) 
   L_INT nRet; 
   BITMAPHANDLE LeadBitmap;   /* Bitmap handle to hold the loaded image. */ 
   /* Load the bitmap, keeping the bits per pixel of the file */ 
   nRet = L_LoadBitmap (MAKE_IMAGE_PATH(TEXT("cannon.jpg")), &LeadBitmap, sizeof(BITMAPHANDLE), 0, ORDER_BGR, NULL, NULL); 
   if(nRet !=SUCCESS) 
      return nRet; 
   nRet = L_AutoBinarizeBitmap(&LeadBitmap, 0, AUTO_BINARIZE_PRE_AUTO | AUTO_BINARIZE_THRESHOLD_AUTO); 
   if(nRet !=SUCCESS) 
      return nRet; 
   nRet = L_SaveBitmap(MAKE_IMAGE_PATH(TEXT("Result.BMP")), &LeadBitmap, FILE_BMP, 24, 0, NULL); 
   if(nRet !=SUCCESS) 
      return nRet; 
   //free bitmap 
   return SUCCESS; 

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