/********************************************************************** * File: char_bigrams.cpp * Description: Implementation of a Character Bigrams Class * Author: Ahmad Abdulkader * Created: 2007 * * (C) Copyright 2008, 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. * **********************************************************************/ #include #include #include #include #include "char_bigrams.h" #include "cube_utils.h" #include "ndminx.h" #include "cube_const.h" namespace tesseract { CharBigrams::CharBigrams() { memset(&bigram_table_, 0, sizeof(bigram_table_)); } CharBigrams::~CharBigrams() { if (bigram_table_.char_bigram != NULL) { for (int ch1 = 0; ch1 <= bigram_table_.max_char; ch1++) { CharBigram *char_bigram = bigram_table_.char_bigram + ch1; if (char_bigram->bigram != NULL) { delete []char_bigram->bigram; } } delete []bigram_table_.char_bigram; } } CharBigrams *CharBigrams::Create(const string &data_file_path, const string &lang) { string file_name; string str; file_name = data_file_path + lang; file_name += ".cube.bigrams"; // load the string into memory if (!CubeUtils::ReadFileToString(file_name, &str)) { return NULL; } // construct a new object CharBigrams *char_bigrams_obj = new CharBigrams(); if (char_bigrams_obj == NULL) { fprintf(stderr, "Cube ERROR (CharBigrams::Create): could not create " "character bigrams object.\n"); return NULL; } CharBigramTable *table = &char_bigrams_obj->bigram_table_; table->total_cnt = 0; table->max_char = -1; table->char_bigram = NULL; // split into lines vector str_vec; CubeUtils::SplitStringUsing(str, "\r\n", &str_vec); for (int big = 0; big < str_vec.size(); big++) { char_32 ch1; char_32 ch2; int cnt; if (sscanf(str_vec[big].c_str(), "%d %x %x", &cnt, &ch1, &ch2) != 3) { fprintf(stderr, "Cube ERROR (CharBigrams::Create): invalid format " "reading line: %s\n", str_vec[big].c_str()); delete char_bigrams_obj; return NULL; } // expand the bigram table if (ch1 > table->max_char) { CharBigram *char_bigram = new CharBigram[ch1 + 1]; if (char_bigram == NULL) { fprintf(stderr, "Cube ERROR (CharBigrams::Create): error allocating " "additional memory for character bigram table.\n"); return NULL; } if (table->char_bigram != NULL && table->max_char >= 0) { memcpy(char_bigram, table->char_bigram, (table->max_char + 1) * sizeof(*char_bigram)); delete []table->char_bigram; } table->char_bigram = char_bigram; // init for (int new_big = table->max_char + 1; new_big <= ch1; new_big++) { table->char_bigram[new_big].total_cnt = 0; table->char_bigram[new_big].max_char = -1; table->char_bigram[new_big].bigram = NULL; } table->max_char = ch1; } if (ch2 > table->char_bigram[ch1].max_char) { Bigram *bigram = new Bigram[ch2 + 1]; if (bigram == NULL) { fprintf(stderr, "Cube ERROR (CharBigrams::Create): error allocating " "memory for bigram.\n"); delete char_bigrams_obj; return NULL; } if (table->char_bigram[ch1].bigram != NULL && table->char_bigram[ch1].max_char >= 0) { memcpy(bigram, table->char_bigram[ch1].bigram, (table->char_bigram[ch1].max_char + 1) * sizeof(*bigram)); delete []table->char_bigram[ch1].bigram; } table->char_bigram[ch1].bigram = bigram; // init for (int new_big = table->char_bigram[ch1].max_char + 1; new_big <= ch2; new_big++) { table->char_bigram[ch1].bigram[new_big].cnt = 0; } table->char_bigram[ch1].max_char = ch2; } table->char_bigram[ch1].bigram[ch2].cnt = cnt; table->char_bigram[ch1].total_cnt += cnt; table->total_cnt += cnt; } // compute costs (-log probs) table->worst_cost = static_cast( -PROB2COST_SCALE * log(0.5 / table->total_cnt)); for (char_32 ch1 = 0; ch1 <= table->max_char; ch1++) { for (char_32 ch2 = 0; ch2 <= table->char_bigram[ch1].max_char; ch2++) { int cnt = table->char_bigram[ch1].bigram[ch2].cnt; table->char_bigram[ch1].bigram[ch2].cost = static_cast(-PROB2COST_SCALE * log(MAX(0.5, static_cast(cnt)) / table->total_cnt)); } } return char_bigrams_obj; } int CharBigrams::PairCost(char_32 ch1, char_32 ch2) const { if (ch1 > bigram_table_.max_char) { return bigram_table_.worst_cost; } if (ch2 > bigram_table_.char_bigram[ch1].max_char) { return bigram_table_.worst_cost; } return bigram_table_.char_bigram[ch1].bigram[ch2].cost; } int CharBigrams::Cost(const char_32 *char_32_ptr, CharSet *char_set) const { if (!char_32_ptr || char_32_ptr[0] == 0) { return bigram_table_.worst_cost; } int cost = MeanCostWithSpaces(char_32_ptr); if (CubeUtils::StrLen(char_32_ptr) >= kMinLengthCaseInvariant && CubeUtils::IsCaseInvariant(char_32_ptr, char_set)) { char_32 *lower_32 = CubeUtils::ToLower(char_32_ptr, char_set); if (lower_32 && lower_32[0] != 0) { int cost_lower = MeanCostWithSpaces(lower_32); cost = MIN(cost, cost_lower); } delete [] lower_32; char_32 *upper_32 = CubeUtils::ToUpper(char_32_ptr, char_set); if (upper_32 && upper_32[0] != 0) { int cost_upper = MeanCostWithSpaces(upper_32); cost = MIN(cost, cost_upper); } delete [] upper_32; } return cost; } int CharBigrams::MeanCostWithSpaces(const char_32 *char_32_ptr) const { if (!char_32_ptr) return bigram_table_.worst_cost; int len = CubeUtils::StrLen(char_32_ptr); int cost = 0; int c = 0; cost = PairCost(' ', char_32_ptr[0]); for (c = 1; c < len; c++) { cost += PairCost(char_32_ptr[c - 1], char_32_ptr[c]); } cost += PairCost(char_32_ptr[len - 1], ' '); return static_cast(cost / static_cast(len + 1)); } } // namespace tesseract