/////////////////////////////////////////////////////////////////////// // File: equationdetect.h // Description: The equation detection class that inherits equationdetectbase. // Author: Zongyi (Joe) Liu (joeliu@google.com) // Created: Fri Aug 31 11:13:01 PST 2011 // // (C) Copyright 2011, Google Inc. // Licensed under the Apache License, Version 2.0 (the "License"); // you may not use this file except in compliance with the License. // You may obtain a copy of the License at // http://www.apache.org/licenses/LICENSE-2.0 // Unless required by applicable law or agreed to in writing, software // distributed under the License is distributed on an "AS IS" BASIS, // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. // See the License for the specific language governing permissions and // limitations under the License. // /////////////////////////////////////////////////////////////////////// #ifndef TESSERACT_CCMAIN_EQUATIONDETECT_H_ #define TESSERACT_CCMAIN_EQUATIONDETECT_H_ #include "blobbox.h" #include "equationdetectbase.h" #include "genericvector.h" #include "unichar.h" class BLOBNBOX; class BLOB_CHOICE; class BLOB_CHOICE_LIST; class TO_BLOCK_LIST; class TBOX; class UNICHARSET; namespace tesseract { class Tesseract; class ColPartition; class ColPartitionGrid; class ColPartitionSet; class EquationDetect : public EquationDetectBase { public: EquationDetect(const char* equ_datapath, const char* equ_language); ~EquationDetect(); enum IndentType { NO_INDENT, LEFT_INDENT, RIGHT_INDENT, BOTH_INDENT, INDENT_TYPE_COUNT }; // Reset the lang_tesseract_ pointer. This function should be called before we // do any detector work. void SetLangTesseract(Tesseract* lang_tesseract); // Iterate over the blobs inside to_block, and set the blobs that we want to // process to BSTT_NONE. (By default, they should be BSTT_SKIP). The function // returns 0 upon success. int LabelSpecialText(TO_BLOCK* to_block); // Find possible equation partitions from part_grid. Should be called // after the special_text_type of blobs are set. // It returns 0 upon success. int FindEquationParts(ColPartitionGrid* part_grid, ColPartitionSet** best_columns); // Reset the resolution of the processing image. TEST only function. void SetResolution(const int resolution); protected: // Identify the special text type for one blob, and update its field. When // height_th is set (> 0), we will label the blob as BSTT_NONE if its height // is less than height_th. void IdentifySpecialText(BLOBNBOX *blob, const int height_th); // Estimate the type for one unichar. BlobSpecialTextType EstimateTypeForUnichar( const UNICHARSET& unicharset, const UNICHAR_ID id) const; // Compute special text type for each blobs in part_grid_. void IdentifySpecialText(); // Identify blobs that we want to skip during special blob type // classification. void IdentifyBlobsToSkip(ColPartition* part); // The ColPartitions in part_grid_ maybe over-segmented, particularly in the // block equation regions. So we like to identify these partitions and merge // them before we do the searching. void MergePartsByLocation(); // Staring from the seed center, we do radius search. And for partitions that // have large overlaps with seed, we remove them from part_grid_ and add into // parts_overlap. Note: this function may update the part_grid_, so if the // caller is also running ColPartitionGridSearch, use the RepositionIterator // to continue. void SearchByOverlap(ColPartition* seed, GenericVector* parts_overlap); // Insert part back into part_grid_, after it absorbs some other parts. void InsertPartAfterAbsorb(ColPartition* part); // Identify the colparitions in part_grid_, label them as PT_EQUATION, and // save them into cp_seeds_. void IdentifySeedParts(); // Check the blobs count for a seed region candidate. bool CheckSeedBlobsCount(ColPartition* part); // Compute the foreground pixel density for a tbox area. float ComputeForegroundDensity(const TBOX& tbox); // Check if part from seed2 label: with low math density and left indented. We // are using two checks: // 1. If its left is aligned with any coordinates in indented_texts_left, // which we assume have been sorted. // 2. If its foreground density is over foreground_density_th. bool CheckForSeed2( const GenericVector& indented_texts_left, const float foreground_density_th, ColPartition* part); // Count the number of values in sorted_vec that is close to val, used to // check if a partition is aligned with text partitions. int CountAlignment( const GenericVector& sorted_vec, const int val) const; // Check for a seed candidate using the foreground pixel density. And we // return true if the density is below a certain threshold, because characters // in equation regions usually are apart with more white spaces. bool CheckSeedFgDensity(const float density_th, ColPartition* part); // A light version of SplitCPHor: instead of really doing the part split, we // simply compute the union bounding box of each splitted part. void SplitCPHorLite(ColPartition* part, GenericVector* splitted_boxes); // Split the part (horizontally), and save the splitted result into // parts_splitted. Note that it is caller's responsibility to release the // memory owns by parts_splitted. On the other hand, the part is unchanged // during this process and still owns the blobs, so do NOT call DeleteBoxes // when freeing the colpartitions in parts_splitted. void SplitCPHor(ColPartition* part, GenericVector* parts_splitted); // Check the density for a seed candidate (part) using its math density and // italic density, returns true if the check passed. bool CheckSeedDensity(const float math_density_high, const float math_density_low, const ColPartition* part) const; // Check if part is indented. IndentType IsIndented(ColPartition* part); // Identify inline partitions from cp_seeds_, and re-label them. void IdentifyInlineParts(); // Comute the super bounding box for all colpartitions inside part_grid_. void ComputeCPsSuperBBox(); // Identify inline partitions from cp_seeds_ using the horizontal search. void IdentifyInlinePartsHorizontal(); // Estimate the line spacing between two text partitions. Returns -1 if not // enough data. int EstimateTextPartLineSpacing(); // Identify inline partitions from cp_seeds_ using vertical search. void IdentifyInlinePartsVertical(const bool top_to_bottom, const int textPartsLineSpacing); // Check if part is an inline equation zone. This should be called after we // identified the seed regions. bool IsInline(const bool search_bottom, const int textPartsLineSpacing, ColPartition* part); // For a given seed partition, we search the part_grid_ and see if there is // any partition can be merged with it. It returns true if the seed has been // expanded. bool ExpandSeed(ColPartition* seed); // Starting from the seed position, we search the part_grid_ // horizontally/vertically, find all parititions that can be // merged with seed, remove them from part_grid_, and put them into // parts_to_merge. void ExpandSeedHorizontal(const bool search_left, ColPartition* seed, GenericVector* parts_to_merge); void ExpandSeedVertical(const bool search_bottom, ColPartition* seed, GenericVector* parts_to_merge); // Check if a part_box is the small neighbor of seed_box. bool IsNearSmallNeighbor(const TBOX& seed_box, const TBOX& part_box) const; // Perform the density check for part, which we assume is nearing a seed // partition. It returns true if the check passed. bool CheckSeedNeighborDensity(const ColPartition* part) const; // After identify the math blocks, we do one more scanning on all text // partitions, and check if any of them is the satellite of: // math blocks: here a p is the satellite of q if: // 1. q is the nearest vertical neighbor of p, and // 2. y_gap(p, q) is less than a threshold, and // 3. x_overlap(p, q) is over a threshold. // Note that p can be the satellites of two blocks: its top neighbor and // bottom neighbor. void ProcessMathBlockSatelliteParts(); // Check if part is the satellite of one/two math blocks. If it is, we return // true, and save the blocks into math_blocks. bool IsMathBlockSatellite( ColPartition* part, GenericVector* math_blocks); // Search the nearest neighbor of part in one vertical direction as defined in // search_bottom. It returns the neighbor found that major x overlap with it, // or NULL when not found. ColPartition* SearchNNVertical(const bool search_bottom, const ColPartition* part); // Check if the neighbor with vertical distance of y_gap is a near and math // block partition. bool IsNearMathNeighbor(const int y_gap, const ColPartition *neighbor) const; // Generate the tiff file name for output/debug file. void GetOutputTiffName(const char* name, STRING* image_name) const; // Debugger function that renders ColPartitions on the input image, where: // parts labeled as PT_EQUATION will be painted in red, PT_INLINE_EQUATION // will be painted in green, and other parts will be painted in blue. void PaintColParts(const STRING& outfile) const; // Debugger function that renders the blobs in part_grid_ over the input // image. void PaintSpecialTexts(const STRING& outfile) const; // Debugger function that print the math blobs density values for a // ColPartition object. void PrintSpecialBlobsDensity(const ColPartition* part) const; // The tesseract engine intialized from equation training data. Tesseract* equ_tesseract_; // The tesseract engine used for OCR. This pointer is passed in by the caller, // so do NOT destroy it in this class. Tesseract* lang_tesseract_; // The ColPartitionGrid that we are processing. This pointer is passed in from // the caller, so do NOT destroy it in the class. ColPartitionGrid* part_grid_; // A simple array of pointers to the best assigned column division at // each grid y coordinate. This pointer is passed in from the caller, so do // NOT destroy it in the class. ColPartitionSet** best_columns_; // The super bounding box of all cps in the part_grid_. TBOX* cps_super_bbox_; // The seed ColPartition for equation region. GenericVector cp_seeds_; // The resolution (dpi) of the processing image. int resolution_; // The number of pages we have processed. int page_count_; }; } // namespace tesseract #endif // TESSERACT_CCMAIN_EQUATIONDETECT_H_