tesseract/textord/devanagari_processing.h

208 lines
6.5 KiB
C++

// Copyright 2008 Google Inc. All Rights Reserved.
// Author: shobhitsaxena@google.com (Shobhit Saxena)
#ifndef TESSERACT_TEXTORD_DEVNAGARI_PROCESSING_H_
#define TESSERACT_TEXTORD_DEVNAGARI_PROCESSING_H_
#include "ocrblock.h"
#include "params.h"
struct Pix;
struct Box;
struct Boxa;
extern
INT_VAR_H(devanagari_split_debuglevel, 0,
"Debug level for split shiro-rekha process.");
extern
BOOL_VAR_H(devanagari_split_debugimage, 0,
"Whether to create a debug image for split shiro-rekha process.");
class TBOX;
class IMAGE;
namespace tesseract {
class PixelHistogram {
public:
PixelHistogram() {
hist_ = NULL;
length_ = 0;
}
~PixelHistogram() {
Clear();
}
void Clear() {
if (hist_) {
delete[] hist_;
}
length_ = 0;
}
int* const hist() const {
return hist_;
}
int length() const {
return length_;
}
// Methods to construct histograms from images. These clear any existing data.
void ConstructVerticalCountHist(Pix* pix);
void ConstructHorizontalCountHist(Pix* pix);
// This method returns the global-maxima for the histogram. The frequency of
// the global maxima is returned in count, if specified.
int GetHistogramMaximum(int* count) const;
private:
int* hist_;
int length_;
};
class ShiroRekhaSplitter {
public:
enum SplitStrategy {
NO_SPLIT = 0, // No splitting is performed for the phase.
MINIMAL_SPLIT, // Blobs are split minimally.
MAXIMAL_SPLIT // Blobs are split maximally.
};
ShiroRekhaSplitter();
virtual ~ShiroRekhaSplitter();
// Top-level method to perform splitting based on current settings.
// Returns true if a split was actually performed.
// If split_for_pageseg is true, the pageseg_split_strategy_ is used for
// splitting. If false, the ocr_split_strategy_ is used.
bool Split(bool split_for_pageseg);
// Clears the memory held by this object.
void Clear();
// Refreshes the words in the segmentation block list by using blobs in the
// input blob list.
// The segmentation block list must be set.
void RefreshSegmentationWithNewBlobs(C_BLOB_LIST* new_blobs);
// Returns true if the split strategies for pageseg and ocr are different.
bool HasDifferentSplitStrategies() const {
return pageseg_split_strategy_ != ocr_split_strategy_;
}
// This only keeps a copy of the block list pointer. At split call, the list
// object should still be alive. This block list is used as a golden
// segmentation when performing splitting.
void set_segmentation_block_list(BLOCK_LIST* block_list) {
segmentation_block_list_ = block_list;
}
static const int kUnspecifiedXheight = -1;
void set_global_xheight(int xheight) {
global_xheight_ = xheight;
}
void set_perform_close(bool perform) {
perform_close_ = perform;
}
// Returns the image obtained from shiro-rekha splitting. The returned object
// is owned by this class. Callers may want to clone the returned pix to keep
// it alive beyond the life of ShiroRekhaSplitter object.
Pix* splitted_image() {
return splitted_image_;
}
// On setting the input image, a clone of it is owned by this class.
void set_orig_pix(Pix* pix);
// Returns the input image provided to the object. This object is owned by
// this class. Callers may want to clone the returned pix to work with it.
Pix* orig_pix() {
return orig_pix_;
}
SplitStrategy ocr_split_strategy() const {
return ocr_split_strategy_;
}
void set_ocr_split_strategy(SplitStrategy strategy) {
ocr_split_strategy_ = strategy;
}
SplitStrategy pageseg_split_strategy() const {
return pageseg_split_strategy_;
}
void set_pageseg_split_strategy(SplitStrategy strategy) {
pageseg_split_strategy_ = strategy;
}
BLOCK_LIST* segmentation_block_list() {
return segmentation_block_list_;
}
// This method dumps a debug image to the specified location.
void DumpDebugImage(const char* filename) const;
// This method returns the computed mode-height of blobs in the pix.
// It also prunes very small blobs from calculation. Could be used to provide
// a global xheight estimate for images which have the same point-size text.
static int GetModeHeight(Pix* pix);
private:
// Method to perform a close operation on the input image. The xheight
// estimate decides the size of sel used.
static void PerformClose(Pix* pix, int xheight_estimate);
// This method resolves the cc bbox to a particular row and returns the row's
// xheight. This uses block_list_ if available, else just returns the
// global_xheight_ estimate currently set in the object.
int GetXheightForCC(Box* cc_bbox);
// Returns a list of regions (boxes) which should be cleared in the original
// image so as to perform shiro-rekha splitting. Pix is assumed to carry one
// (or less) word only. Xheight measure could be the global estimate, the row
// estimate, or unspecified. If unspecified, over splitting may occur, since a
// conservative estimate of stroke width along with an associated multiplier
// is used in its place. It is advisable to have a specified xheight when
// splitting for classification/training.
void SplitWordShiroRekha(SplitStrategy split_strategy,
Pix* pix,
int xheight,
int word_left,
int word_top,
Boxa* regions_to_clear);
// Returns a new box object for the corresponding TBOX, based on the original
// image's coordinate system.
Box* GetBoxForTBOX(const TBOX& tbox) const;
// This method returns y-extents of the shiro-rekha computed from the input
// word image.
static void GetShiroRekhaYExtents(Pix* word_pix,
int* shirorekha_top,
int* shirorekha_bottom,
int* shirorekha_ylevel);
Pix* orig_pix_; // Just a clone of the input image passed.
Pix* splitted_image_; // Image produced after the last splitting round. The
// object is owned by this class.
SplitStrategy pageseg_split_strategy_;
SplitStrategy ocr_split_strategy_;
Pix* debug_image_;
// This block list is used as a golden segmentation when performing splitting.
BLOCK_LIST* segmentation_block_list_;
int global_xheight_;
bool perform_close_; // Whether a morphological close operation should be
// performed before CCs are run through splitting.
};
} // namespace tesseract.
#endif // TESSERACT_TEXTORD_DEVNAGARI_PROCESSING_H_