B. Gatos, I. Pratikakis and S. J. Perantonis, "Adaptive Degraded Document Image Binarization", Pattern Recognition, Vol. 39, pp. 317-327, 2006.

 

 

Cited by:

2011 (4)

1.       Likforman-Sulem, L., Darbon, J., Smith, E.H.B. Enhancement of historical printed document images by combining Total Variation regularization and Non-local Means filtering (2011) Image and Vision Computing, 29 (5), pp. 351-363.

2.       Nina, O., Morse, B., Barrett, W. A recursive otsu thresholding method for scanned document binarization (2011) 2011 IEEE Workshop on Applications of Computer Vision, WACV 2011, art. no. 5711519, pp. 307-314.

3.       Li, H., Liu, S., Wang, H. Separation of objects with unclear edges from the non uniform background (2011) Chinese Journal of Electronics, 20 (1), pp. 85-90.

4.       Možina, M., Tomaževič, D., Pernuš, F., Likar, B. Real-time image segmentation for visual inspection of pharmaceutical tablets (2011) Machine Vision and Applications, 22 (1), pp. 145-156.

2010 (25)

1.       Meyer-Lerbs, L., Schuldt, A., Gottfried, B. Glyph extraction from historic document images (2010) DocEng2010 - Proceedings of the 2010 ACM Symposium on Document Engineering, pp. 227-230.

2.       Takakura, J., Kitadai, A., Nakagawa, M., Baba, H., Watanabe, A. Techniques to enhance images for Mokkan interpretation (2010) Proceedings - 12th International Conference on Frontiers in Handwriting Recognition, ICFHR 2010, art. no. 5693549, pp. 358-362.

3.       Hedjam, R., Moghaddam, R.F., Cheriet, M. Text extraction from degraded document images (2010) 2010 2nd European Workshop on Visual Information Processing, EUVIP2010, art. no. 5699135, pp. 247-252.

4.       Diem, M., Sablatnig, R. Are characters objects? (2010) Proceedings - 12th International Conference on Frontiers in Handwriting Recognition, ICFHR 2010, art. no. 5693623, pp. 565-570.

1.       Huang, J.-S., Geng, W.-D. Extraction of legal amount from color bank check images (2010) 2010 International Conference on Multimedia Technology, ICMT 2010, art. no. 5631106.

2.       Rasooli, M., Ghofrani, S., Ahmadi, A. Farsi license plate detection based on element analysis in complex images (2010) Proceedings of the 2010 IEEE International Conference on Progress in Informatics and Computing, PIC 2010, 2, art. no. 5687912, pp. 697-700.

3.       Kim, M.-K. Adaptive thresholding technique for binarization of license plate images (2010) Journal of the Optical Society of Korea, 14 (4), pp. 368-375.

4.       Lu, S., Su, B., Tan, C.L. Document image binarization using background estimation and stroke edges (2010) International Journal on Document Analysis and Recognition, 13 (4), pp. 303-314.

5.       Su, B., Lu, S., Lim Tan, C. A self-training learning document binarization framework (2010) Proceedings - International Conference on Pattern Recognition, art. no. 5597185, pp. 3187-3190.

6.       Sumetphong, C., Tangwongsan, S. Recognizing broken characters in Thai Historical documents (2010) ICACTE 2010 - 2010 3rd International Conference on Advanced Computer Theory and Engineering, Proceedings, 1, art. no. 5579053, pp. V199-V1103.

7.       Dorini, L.B., Leite, N.J. A multiscale morphological binarization algorithm (2010) Communications in Computer and Information Science, 68 CCIS, pp. 283-295.

8.       Chao, Y., Kan, T., He, L., Murakami, K., Tang, W., Shi, Z., Nakamura, T., Yu, Q., Hao, Y. A fuzzy binarization method for complicated-background document images (2010) Proceedings of SPIE - The International Society for Optical Engineering, 7820, art. no. 782028, .

9.       Zhou, Q.-W., Wang, K., You, H.-J., Wang, Q.-R. Region based document image de-noising (2010) Proceedings of SPIE - The International Society for Optical Engineering, 7820, art. no. 78202G.

10.   Deng, F., Wu, Z., Lu, Z., Brown, M.S. BinarizationShop: A user-assisted software suite for converting old documents to black-and-white (2010) Proceedings of the ACM International Conference on Digital Libraries, pp. 255-258.

11.   Su, B., Lu, S., Tan, C.L. Binarization of historical document images using the local maximum and minimum (2010) ACM International Conference Proceeding Series, pp. 159-165.

12.   Barney Smith, E.H. An analysis of binarization ground truthing (2010) ACM International Conference Proceeding Series, pp. 27-34.

13.   Lettner, M., Sablatnig, R. Higher order MRF for foreground-background separation in multi-spectral images of historical manuscripts (2010) ACM International Conference Proceeding Series, pp. 317-324.

14.   Diem, M., Kleber, F., Sablatnig, R. Document analysis applied to fragments: Feature set for the reconstruction of torn documents (2010) ACM International Conference Proceeding Series, pp. 393-400.

15.   Naegel, B., Wendling, L. A document binarization method based on connected operators (2010) Pattern Recognition Letters, 31 (11), pp. 1251-1259.

16.   Kleber, F., Diem, M., Sablatnig, R. Document reconstruction by layout analysis of snippets (2010) Proceedings of SPIE - The International Society for Optical Engineering, 7531, art. no. 753107.

17.   Barney Smith, E.H., Likforman-Sulem, L., Darbon, J. Effect of pre-processing on binarization (2010) Proceedings of SPIE - The International Society for Optical Engineering, 7534, art. no. 75340H.

18.   Obafemi-Ajayi, T., Agam, G., Frieder, O. Evaluation of human perception of degradation in document images (2010) Proceedings of SPIE - The International Society for Optical Engineering, 7534, art. no. 75340T.

19.   Obafemi-Ajayi, T., Agam, G., Frieder, O. Learning shape features for document enhancement (2010) Proceedings of SPIE - The International Society for Optical Engineering, 7534, art. no. 75340F.

20.   Obafemi-Ajayi, T., Agam, G., Frieder, O. Historical document enhancement using LUT classification (2010) International Journal on Document Analysis and Recognition, 13 (1), pp. 1-17.

21.   Makridis, M., Papamarkos, N. An adaptive layer-based local binarization technique for degraded documents (2010) International Journal of Pattern Recognition and Artificial Intelligence, 24 (2), pp. 245-279.

2009 (32)

1.       Bar-Yosef, I., Hagbi, N., Kedem, K., Dinstein, I. Line segmentation for degraded handwritten historical documents (2009) Proceedings of the International Conference on Document Analysis and Recognition, ICDAR, art. no. 5277595, pp. 1161-1165.

2.       Diem, M., Sablatnig, R. Recognition of degraded handwritten characters using local features (2009) Proceedings of the International Conference on Document Analysis and Recognition, ICDAR, art. no. 5277723, pp. 221-225.

3.       Lelore, T., Bouchara, F. Document image binarisation using Markov field model (2009) Proceedings of the International Conference on Document Analysis and Recognition, ICDAR, art. no. 5277593, pp. 551-555.

4.       Boussellaa, W., Bougacha, A., Zahour, A., El Abed, H., Alimi, A. Enhanced text extraction from arabic degraded document images using EM algorithm (2009) Proceedings of the International Conference on Document Analysis and Recognition, ICDAR, art. no. 5277497, pp. 743-747.

5.       Naegel, B., Wendling, L. Document binarization based on connected operators (2009) Proceedings of the International Conference on Document Analysis and Recognition, ICDAR, art. no. 5277688, pp. 316-320.

6.       Nandy, M., Saha, S. A novel scheme for searching a Bangla word within a Bangla dictionary (2009) Proceedings of INDICON 2009 - An IEEE India Council Conference, art. no. 5409431.

7.       Zhou, S.-F., Liu, C.-P., Cui, Z.-M., Gong, S.-R. An improved adaptive document image binarization method (2009) Proceedings of the 2009 2nd International Congress on Image and Signal Processing, CISP'09, art. no. 5302270.

8.       Valizadeh, M., Komeili, M., Armanfard, N., Kabir, E. A contrast independent algorithm for adaptive binarization of degraded document images (2009) 2009 14th International CSI Computer Conference, CSICC 2009, art. no. 5349339, pp. 127-132.

9.       Bukhari, S.S., Shafait, F., Breuel, T.M. Adaptive binarization of unconstrained hand-held camera-captured document images (2009) Journal of Universal Computer Science, 15 (18), pp. 3343-3363.

10.   Bar-Yosef, I., Mokeichev, A., Kedem, K., Dinstein, I., Ehrlich, U. Adaptive shape prior for recognition and variational segmentation of degraded historical characters (2009) Pattern Recognition, 42 (12), pp. 3348-3354.

11.   Rao, A.V.S., Rao, N.V., Reddy, L.P., Sunil, G., Prabhu, T.S.K., Sastry, A.S.C.S. Adaptive binarization of ancient documents (2009) 2009 2nd International Conference on Machine Vision, ICMV 2009, art. no. 5381078, pp. 22-26.

12.   Rao, A.V.S., Sreenivasu, T., Rao, N.V., Sastry, A.S.C.S., Reddy, L.P., Prabhu, T.S.K. Binarization of documents with complex backgrounds (2009) 2009 2nd International Conference on Machine Vision, ICMV 2009, art. no. 5381075, pp. 8-12.

13.   Tong, L.-J., Chen, K., Zhang, Y., Fu, X.-L., Duan, J.-Y. Document image binarization based on NFCM (2009) Proceedings of the 2009 2nd International Congress on Image and Signal Processing, CISP'09, art. no. 5305330.

14.   Lu, Z., Wu, Z., Brown, M.S. Interactive degraded document binarization: An example (and case) for interactive computer vision (2009) 2009 Workshop on Applications of Computer Vision, WACV 2009, art. no. 5403091

15.   Valizadeh, M., Armanfard, N., Komeili, M., Kabir, E. A novel hybrid algorithm for binarization of badly illuminated document images (2009) 2009 14th International CSI Computer Conference, CSICC 2009, art. no. 5349338, pp. 121-126.

16.   Jiang, L., Chen, K., Yan, S., Zhou, Y., Guan, H. Adaptive binarization for degraded document images (2009) Proceedings - 2009 International Conference on Information Engineering and Computer Science, ICIECS 2009, art. no. 5362923

17.   Kawano, H., Oohama, K., Maeda, H., Okada, Y., Ikoma, N. Degraded document image binarization combining local statistics (2009) ICCAS-SICE 2009 - ICROS-SICE International Joint Conference 2009, Proceedings, art. no. 5335201, pp. 439-443.

18.   Liu, H., Lu, Y. A method to restore Chinese warped document images based on binding characters and building curved lines (2009) Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics, art. no. 05346063, pp. 984-990.

19.   Badekas, E., Papamarkos, N. Estimation of appropriate parameter values for document binarization techniques (2009) International Journal of Robotics and Automation, 24 (1), pp. 66-78.

20.   Du Plessis, T., Drevin, G.R. Evaluating methods to binarize historic cosmic-ray recordings (2009) IEEE EUROCON 2009, EUROCON 2009, art. no. 5167821, pp. 1386-1391.

21.   Yahya, S.R., Abdullah, S.N.H.S., Omar, K., Zakaria, M.S., Liong, C.Y. Review on image enhancement methods of old manuscript with the damaged background (2009) Proceedings of the 2009 International Conference on Electrical Engineering and Informatics, ICEEI 2009, 1, art. no. 5254816, pp. 62-67.

22.   Lai, A.-N., Park, K., Kumar, M., Lee, G. Korean text extraction by local color quantization and k-means clustering in natural scene (2009) Proceedings - 2009 1st Asian Conference on Intelligent Information and Database Systems, ACIIDS 2009, art. no. 5175982, pp. 138-143.

23.   Chamchong, R., Fung, C.C. Comparing background elimination approaches for processing of ancient thai manuscipts on palm leaves (2009) Proceedings of the 2009 International Conference on Machine Learning and Cybernetics, 6, art. no. 5212718, pp. 3436-3441.

24.   Valizadeh, M., Komeili, M., Armanfard, N., Kabir, E. Degraded document image binarization based on combination of two complementary algorithms (2009) 2009 International Conference on Advances in Computational Tools for Engineering Applications, ACTEA 2009, art. no. 5227898, pp. 595-599.

25.   Dorini, L.B., Leite, N.J. A multiscale operator for document image binarization (2009) VISAPP 2009 - Proceedings of the 4th International Conference on Computer Vision Theory and Applications, 1, pp. 34-39.

26.   Hung, C.-S., Chen, Y.-H., Chang, Y.-F., Ruan, S.-J. An efficient thresholding algorithm for license plate recognition based on intelligent block detection (2009) 2009 4th IEEE Conference on Industrial Electronics and Applications, ICIEA 2009, art. no. 5138203, pp. 236-240.

27.   Chung, K.-L., Tsai, C.-L. Fast incremental algorithm for speeding up the computation of binarization (2009) Applied Mathematics and Computation, 212 (2), pp. 396-408.

28.   Nomura, S., Yamanaka, K., Shiose, T., Kawakami, H., Katai, O. Morphological preprocessing method to thresholding degraded word images (2009) Pattern Recognition Letters, 30 (8), pp. 729-744.

29.   Block, M., Rojas, R. Local contrast segmentation to binarize images (2009) Proceedings of the 3rd International Conference on Digital Society, ICDS 2009, art. no. 4782891, pp. 294-299.

30.   Khurshid, K., Siddiqi, I., Faure, C., Vincent, N. Comparison of Niblack inspired binarization methods for ancient documents (2009) Proceedings of SPIE - The International Society for Optical Engineering, 7247, art. no. 72470U.

31.   Obafemi-Ajayi, T., Agam, G., Frieder, O. Efficient shape-LUT classification for document image restoration (2009) Proceedings of SPIE - The International Society for Optical Engineering, 7247, art. no. 72470N

32.   Halabi, Y.S., Zaid Sa Sa, Hamdan, F., Yousef, K.H. Modeling adaptive degraded document image binarization and optical character system (2009) European Journal of Scientific Research, 28 (1), pp. 14-32.

2008 (17)

1.       Rodner, E., Süsse, H., Ortmann, W., Denzler, J. Difference of boxes filters revisited: Shadow suppression and efficient character segmentation (2008) DAS 2008 - Proceedings of the 8th IAPR International Workshop on Document Analysis Systems, art. no. 4669969, pp. 263-269.

2.       Lettner, M., Kleber, F., Sablatnig, R., Miklas, H. Contrast enhancement in multispectral images by emphasizing text regions (2008) DAS 2008 - Proceedings of the 8th IAPR International Workshop on Document Analysis Systems, art. no. 4669965, pp. 225-232.

3.       Liu, Z., Sarkar, S. Robust outdoor text detection using text intensity and shape features (2008) 2008 19th International Conference on Pattern Recognition, ICPR 2008, art. no. 4761432

4.       Kleber, F., Sablatnig, R., Gau, M., Miklas, H. Ancient document analysis based on text line extraction (2008) 2008 19th International Conference on Pattern Recognition, ICPR 2008, art. no. 4761530.

5.       Tangwongsan, S., Sumetphong, C. Optical character recognition techniques for restoration of Thai historical documents (2008) Proceedings of the 2008 International Conference on Computer and Electrical Engineering, ICCEE 2008, art. no. 4741042, pp. 531-535.

6.       Stathis, P., Kavallieratou, E., Papamarkos, N. An evaluation technique for binarization algorithms (2008) Journal of Universal Computer Science, 14 (18), pp. 3011-3030.

7.       Konya, I., Seibert, C., Glahn, S., Eickeler, S. A robust front page detection algorithm for large periodical collections (2008) 2008 19th International Conference on Pattern Recognition, ICPR 2008, art. no. 4760966

8.       Chang, Y.-F., Pai, Y.-T., Ruan, S.-J. An efficient thresholding algorithm for degraded document images based on intelligent block detection (2008) Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics, art. no. 4811354, pp. 667-672.

9.       Lai, A.-N., Lee, G.-S. Binarization by local K-means clustering for Korean text extraction (2008) Proceedings of the 8th IEEE International Symposium on Signal Processing and Information Technology, ISSPIT 2008, art. no. 4775658, pp. 117-122.

10.   Badekas, E., Papamarkos, N. Estimation of proper parameter values for document binarization (2008) Proceedings of the 10th IASTED International Conference on Computer Graphics and Imaging, CGIM 2008, pp. 202-207.

11.   Khashman, A., Sekeroglu, B. Document image binarisation using a supervised neural network (2008) International Journal of Neural Systems, 18 (5), pp. 405-418.

12.   Bilane, P., Bres, S., Emptoz, H. Robust directional features for Word Spotting in degraded Syriac manuscripts (2008) 2008 International Workshop on Content-Based Multimedia Indexing, CBMI 2008, Conference Proceedings, art. no. 4564992, pp. 526-533.

13.   Bilane, P., Bres, S., Emptoz, H. Local orientation extraction for wordspotting in Syriac manuscripts (2008) Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 5099 LNCS, pp. 481-489.

14.   Saragiotis, P., Papamarkos, N. Local skew correction in documents (2008) International Journal of Pattern Recognition and Artificial Intelligence, 22 (4), pp. 691-710.

15.   Barcaro, U., Moroni, D., Salvetti, O. Automatic computation of left ventricle ejection fraction from dynamic ultrasound images (2008) Pattern Recognition and Image Analysis, 18 (2), pp. 351-358.

16.   Chen, Q., Sun, Q.-s., Ann Heng, P., Xia, D.-s. A double-threshold image binarization method based on edge detector (2008) Pattern Recognition, 41 (4), pp. 1254-1267.

17.   Yan, S.-J., Wang, C.-T., Yuan, W. Hybrid data extraction algorithm and its application in surgical system (2008) Shanghai Jiaotong Daxue Xuebao/Journal of Shanghai Jiaotong University, 42 (2), pp. 169-172+176.

 

2007 (4)

1.       Lu, S., Tan, C.L. Thresholding of badly illuminated document images through photometric correction (2007) DocEng'07: Proceedings of the 2007 ACM Symposium on Document Engineering, pp. 3-8.

2.       Boussellaa, W., Zahour, A., Taconet, B., Alimi, A., Benabdelhafid, A. PRAAD: Preprocessing and analysis tool for arabic ancient documents (2007) Proceedings of the International Conference on Document Analysis and Recognition, ICDAR, 2, art. no. 4377077, pp. 1058-1062.

3.       Yan, S.-J., Wang, C.-T., Chen, T.-Y., Yuan, W., Su, Y.-Y. Application of a fast connected components labeling algorithm in processing landmark images (2007) Journal of Shanghai Jiaotong University (Science), 12 E (3), pp. 383-387+393.

4.       Shin, K.T., Jang, I.H., Kim, N.C. Block adaptive binarisation of ill-conditioned business card images acquired in a PDA using a modified quadratic filter (2007) IET Image Processing, 1 (1), pp. 56-66.