// (C) Copyright 2017, 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_gunit.h" #include "allheaders.h" #include #include "coutln.h" #include "log.h" // for LOG #include "mutableiterator.h" #include "ocrblock.h" // for class BLOCK #include "pageres.h" #include "polyblk.h" #include #include "stepblob.h" namespace tesseract { /** String name for each block type. Keep in sync with PolyBlockType. */ static const char* kPolyBlockNames[] = { "Unknown", "Flowing Text", "Heading Text", "Pullout Text", "Equation", "Inline Equation", "Table", "Vertical Text", "Caption Text", "Flowing Image", "Heading Image", "Pullout Image", "Horizontal Line", "Vertical Line", "Noise", "" // End marker for testing that sizes match. }; const char* kStrings8087_054[] = { "dat", "Dalmatian", "", "DAMAGED DURING", "margarine,", nullptr}; const PolyBlockType kBlocks8087_054[] = {PT_HEADING_TEXT, PT_FLOWING_TEXT, PT_PULLOUT_IMAGE, PT_CAPTION_TEXT, PT_FLOWING_TEXT}; // The fixture for testing Tesseract. class LayoutTest : public testing::Test { protected: std::string TestDataNameToPath(const std::string& name) { return file::JoinPath(TESTING_DIR, "/" + name); } std::string TessdataPath() { return file::JoinPath(TESSDATA_DIR, ""); } LayoutTest() { src_pix_ = nullptr; } ~LayoutTest() { pixDestroy(&src_pix_); } void SetImage(const char* filename, const char* lang) { pixDestroy(&src_pix_); src_pix_ = pixRead(TestDataNameToPath(filename).c_str()); api_.Init(TessdataPath().c_str(), lang, tesseract::OEM_TESSERACT_ONLY); api_.SetPageSegMode(tesseract::PSM_AUTO); api_.SetImage(src_pix_); } // Tests reading order and block finding (very roughly) by iterating // over the blocks, expecting that they contain the strings in order, // allowing for other blocks in between. // An empty string should match an image block, and a nullptr string // indicates the end of the array. void VerifyBlockTextOrder(const char* strings[], const PolyBlockType* blocks, ResultIterator* it) { it->Begin(); int string_index = 0; int block_index = 0; do { char* block_text = it->GetUTF8Text(tesseract::RIL_BLOCK); if (block_text != nullptr && it->BlockType() == blocks[string_index] && strstr(block_text, strings[string_index]) != nullptr) { LOG(INFO) << "Found string " << strings[string_index] << " in block " << block_index << " of type " << kPolyBlockNames[blocks[string_index]] << "\n"; // Found this one. ++string_index; } else if (it->BlockType() == blocks[string_index] && block_text == nullptr && strings[string_index][0] == '\0') { LOG(INFO) << "Found block of type " << kPolyBlockNames[blocks[string_index]] << " at block " << block_index << "\n"; // Found this one. ++string_index; } else { LOG(INFO) << "No match found in block with text:\n" << block_text; } delete[] block_text; ++block_index; if (strings[string_index] == nullptr) break; } while (it->Next(tesseract::RIL_BLOCK)); EXPECT_TRUE(strings[string_index] == nullptr); } // Tests that approximate order of the biggest text blocks is correct. // Correctness is tested by the following simple rules: // If a block overlaps its predecessor in x, then it must be below it. // otherwise, if the block is not below its predecessor, then it must // be to the left of it if right_to_left is true, or to the right otherwise. void VerifyRoughBlockOrder(bool right_to_left, ResultIterator* it) { int prev_left = 0; int prev_right = 0; int prev_bottom = 0; it->Begin(); do { int left, top, right, bottom; if (it->BoundingBox(tesseract::RIL_BLOCK, &left, &top, &right, &bottom) && PTIsTextType(it->BlockType()) && right - left > 800 && bottom - top > 200) { if (prev_right > prev_left) { if (std::min(right, prev_right) > std::max(left, prev_left)) { EXPECT_GE(top, prev_bottom) << "Overlapping block should be below"; } else if (top < prev_bottom) { if (right_to_left) { EXPECT_GE(prev_left, right) << "Block should be to the left"; } else { EXPECT_GE(left, prev_right) << "Block should be to the right"; } } } prev_left = left; prev_right = right; prev_bottom = bottom; } } while (it->Next(tesseract::RIL_BLOCK)); } // Tests that every blob assigned to the biggest text blocks is contained // fully within its block by testing that the block polygon winds around // the center of the bounding boxes of the outlines in the blob. void VerifyTotalContainment(int winding_target, MutableIterator* it) { it->Begin(); do { int left, top, right, bottom; if (it->BoundingBox(tesseract::RIL_BLOCK, &left, &top, &right, &bottom) && PTIsTextType(it->BlockType()) && right - left > 800 && bottom - top > 200) { const PAGE_RES_IT* pr_it = it->PageResIt(); POLY_BLOCK* pb = pr_it->block()->block->pdblk.poly_block(); CHECK(pb != nullptr); FCOORD skew = pr_it->block()->block->skew(); EXPECT_GT(skew.x(), 0.0f); EXPECT_GT(skew.y(), 0.0f); // Iterate the words in the block. MutableIterator word_it = *it; do { const PAGE_RES_IT* w_it = word_it.PageResIt(); // Iterate the blobs in the word. C_BLOB_IT b_it(w_it->word()->word->cblob_list()); for (b_it.mark_cycle_pt(); !b_it.cycled_list(); b_it.forward()) { C_BLOB* blob = b_it.data(); // Iterate the outlines in the blob. C_OUTLINE_IT ol_it(blob->out_list()); for (ol_it.mark_cycle_pt(); !ol_it.cycled_list(); ol_it.forward()) { C_OUTLINE* ol = ol_it.data(); TBOX box = ol->bounding_box(); ICOORD middle((box.left() + box.right()) / 2, (box.top() + box.bottom()) / 2); EXPECT_EQ(winding_target, pb->winding_number(middle)); } } } while (word_it.Next(tesseract::RIL_WORD) && !word_it.IsAtBeginningOf(tesseract::RIL_BLOCK)); } } while (it->Next(tesseract::RIL_BLOCK)); } Pix* src_pix_; std::string ocr_text_; tesseract::TessBaseAPI api_; }; // Tests that array sizes match their intended size. TEST_F(LayoutTest, ArraySizeTest) { int size = 0; for (size = 0; kPolyBlockNames[size][0] != '\0'; ++size) ; EXPECT_EQ(size, PT_COUNT); } // Tests that Tesseract gets the important blocks and in the right order // on a UNLV page numbered 8087_054.3B.tif. (Dubrovnik) TEST_F(LayoutTest, UNLV8087_054) { SetImage("8087_054.3B.tif", "eng"); // Just run recognition. EXPECT_EQ(api_.Recognize(nullptr), 0); // Check iterator position. tesseract::ResultIterator* it = api_.GetIterator(); VerifyBlockTextOrder(kStrings8087_054, kBlocks8087_054, it); delete it; } // Tests that Tesseract gets the important blocks and in the right order // on GOOGLE:13510798882202548:74:84.sj-79.tif (Hebrew image) // TODO: replace hebrew.png by Google image referred above TEST_F(LayoutTest, HebrewOrderingAndSkew) { SetImage("hebrew.png", "eng"); // Just run recognition. EXPECT_EQ(api_.Recognize(nullptr), 0); tesseract::MutableIterator* it = api_.GetMutableIterator(); // In eng mode, block order should not be RTL. VerifyRoughBlockOrder(false, it); VerifyTotalContainment(1, it); delete it; // Now try again using Hebrew. SetImage("hebrew.png", "heb"); // Just run recognition. EXPECT_EQ(api_.Recognize(nullptr), 0); it = api_.GetMutableIterator(); // In heb mode, block order should be RTL. VerifyRoughBlockOrder(true, it); // And blobs should still be fully contained. VerifyTotalContainment(-1, it); delete it; } } // namespace