URL: https://svn.lrde.epita.fr/svn/oln/trunk/milena/sandbox ChangeLog: 2008-11-25 Matthieu Garrigues <garrigues@lrde.epita.fr> Test skeletonization with pixel superiority index. * garrigues/ocr/ocr_with_preprocess.cc: Apply the skeletonisation using infomation of the grayscale image. * garrigues/ocr/skeleton.hh: Use the pixel superiority index criteria to detect crests. --- ocr_with_preprocess.cc | 75 ++++++++++++++++++++++++------------------------- skeleton.hh | 10 +++++- 2 files changed, 45 insertions(+), 40 deletions(-) Index: trunk/milena/sandbox/garrigues/ocr/skeleton.hh =================================================================== --- trunk/milena/sandbox/garrigues/ocr/skeleton.hh (revision 2950) +++ trunk/milena/sandbox/garrigues/ocr/skeleton.hh (revision 2951) @@ -92,6 +92,7 @@ unsigned nb_eq = 0; unsigned nb_gt = 0; + unsigned nb_lt = 0; for_all(n) if (input.domain().has(n)) { @@ -99,10 +100,15 @@ nb_eq++; else if (dist_map(n) > dist_map(p)) nb_gt++; + else + nb_lt++; } - if ((nb_gt == 1 && nb_eq == 0) || - (nb_gt == 0)) + +// if ((nb_gt == 1 && nb_eq == 0) || +// (nb_gt == 0)) + + if ((nb_lt + nb_eq) > 5) // Pixel Superiority index is_crest(p) = true; } return is_crest; Index: trunk/milena/sandbox/garrigues/ocr/ocr_with_preprocess.cc =================================================================== --- trunk/milena/sandbox/garrigues/ocr/ocr_with_preprocess.cc (revision 2950) +++ trunk/milena/sandbox/garrigues/ocr/ocr_with_preprocess.cc (revision 2951) @@ -95,7 +95,6 @@ mln::border::thickness = 0; io::pbm::load(input, argv[1]); -// OCR_TEST(input); // Resize image2d<int_u8> enlarged = enlarge(logical::not_(input), 2); @@ -105,64 +104,64 @@ // Blur. image2d<int_u8> blur = linear::gaussian(enlarged, 2); - io::pgm::save(blur, std::string(argv[2]) + "_2_gaussian.pgm"); OCR_TEST(blur); - // Threshold - image2d<bool> binary; - { - initialize(binary, blur); - mln_piter_(image2d<int_u8>) p(blur.domain()); - for_all(p) - binary(p) = blur(p) > 100; - - io::pbm::save(binary, std::string(argv[2]) + "_3_threshold.pbm"); - OCR_TEST(binary); - } +// // Threshold +// image2d<bool> binary; +// { +// initialize(binary, blur); +// mln_piter_(image2d<int_u8>) p(blur.domain()); +// for_all(p) +// binary(p) = blur(p) > 100; + +// io::pbm::save(binary, std::string(argv[2]) + "_3_threshold.pbm"); +// OCR_TEST(binary); +// } + +// // Skeleton +// image2d<bool> skel = skeleton(binary, 4); +// io::pbm::save(skel, std::string(argv[2]) + "_4_skeleton.pbm"); +// OCR_TEST(skel); + +// // Dilation +// win::octagon2d oct(5); +// image2d<bool> dilate = morpho::dilation(skel, oct); +// border::resize(dilate, 0); +// io::pbm::save(dilate, std::string(argv[2]) + "_5_dilation.pbm"); +// OCR_TEST(dilate); + +// // Subsampling +// image2d<bool> subsampled = subsampling::subsampling(dilate, dpoint2d(1,1), 2); +// io::pbm::save(subsampled, std::string(argv[2]) + "_6_subsampling.pbm"); +// OCR_TEST(subsampled); - // Skeleton - image2d<bool> skel = skeleton(binary, 4); - io::pbm::save(skel, std::string(argv[2]) + "_4_skeleton.pbm"); - OCR_TEST(skel); +// io::pbm::save(subsampled, argv[2]); - // Dilation - win::octagon2d oct(5); - image2d<bool> dilate = morpho::dilation(skel, oct); - border::resize(dilate, 0); - io::pbm::save(dilate, std::string(argv[2]) + "_5_dilation.pbm"); - OCR_TEST(dilate); - // Subsampling - image2d<bool> subsampled = subsampling::subsampling(dilate, dpoint2d(1,1), 2); - io::pbm::save(subsampled, std::string(argv[2]) + "_6_subsampling.pbm"); - OCR_TEST(subsampled); - - io::pbm::save(subsampled, argv[2]); - - - image2d<bool> K = crest(big, blur, c4()); + image2d<bool> K = crest(big, blur, c8()); OCR_TEST(K); - io::pbm::save(K, std::string(argv[2]) + "_7_K.pbm"); + io::pbm::save(K, std::string(argv[2]) + "_6_K.pbm"); - image2d<bool> skel_on_gaussian = skeleton_with_constraint(big, 4, K, arith::revert(blur)); + image2d<bool> skel_on_gaussian = skeleton_with_constraint(big, 8, K, arith::revert(blur)); OCR_TEST(skel_on_gaussian); - io::pbm::save(skel_on_gaussian, std::string(argv[2]) + "_8_skeleton_on_blur.pbm"); + io::pbm::save(skel_on_gaussian, std::string(argv[2]) + "_7_skeleton_on_gaussian.pbm"); // Dilation + win::octagon2d oct(5); image2d<bool> dilate_on_gaussian = morpho::dilation(skel_on_gaussian, oct); border::resize(dilate_on_gaussian, 0); - io::pbm::save(dilate_on_gaussian, std::string(argv[2]) + "_9_dilation_on_gaussian.pbm"); + io::pbm::save(dilate_on_gaussian, std::string(argv[2]) + "_8_dilation_on_gaussian.pbm"); OCR_TEST(dilate_on_gaussian); // Subsampling image2d<bool> subsampled_on_gaussian = subsampling::subsampling(dilate_on_gaussian, dpoint2d(1,1), 2); - io::pbm::save(subsampled_on_gaussian, std::string(argv[2]) + "_91_subsampling_on_gaussian.pbm"); + io::pbm::save(subsampled_on_gaussian, std::string(argv[2]) + "_9_subsampling_on_gaussian.pbm"); OCR_TEST(subsampled_on_gaussian); { float score = 0; - char* s = tesseract("fra", subsampled, &score); + char* s = tesseract("fra", subsampled_on_gaussian, &score); std::cerr << "Tesseract result: (score " << score << ")" << std::endl; std::cout << s; delete[] s;