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Binarization of Document Images",
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@inproceedings{bb362107,
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Manuscripts",
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@inproceedings{bb362108,
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Application to Degraded Document Image Binarization",
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modeling",
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@inproceedings{bb362114,
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background subtraction techniques",
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        AUTHOR = "Wagdy, M. and Faye, I. and Rohaya, D.",
        TITLE = "Document Image Binarization Using Retinex and Global Thresholding",
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@article{bb362116,
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restoration of faint characters in degraded documents",
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adaptive-cum-interpolative thresholding in a multi-scale framework",
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Image Binarization: Toward a Novel Optimization Problem",
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        TITLE = "Binarization With Boosting and Oversampling for Multiclass
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@article{bb362123,
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        AUTHOR = "Hadjadj, Z. and Cheriet, M. and Meziane, A. and Cherfa, Y.",
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Application to degraded historical document images",
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        NUMBER = "6",
        MONTH = "September",
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document streams",
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@article{bb362130,
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        NUMBER = "1",
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@article{bb362131,
        AUTHOR = "Westphal, F. and Grahn, H. and Lavesson, N.",
        TITLE = "Efficient document image binarization using heterogeneous computing and
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        YEAR = "2018",
        NUMBER = "1-2",
        MONTH = "June",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/char1004.html#TT356298"}

@article{bb362132,
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        TITLE = "Binarization of degraded document images based on contrast enhancement",
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        NUMBER = "1-2",
        MONTH = "June",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/char1004.html#TT356299"}

@article{bb362133,
        AUTHOR = "Vo, G.D. and Park, C.",
        TITLE = "Robust regression for image binarization under heavy noise and
nonuniform background",
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        YEAR = "2018",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/char1004.html#TT356300"}

@article{bb362134,
        AUTHOR = "Calvo Zaragoza, J. and Gallego, A.J.",
        TITLE = "A selectional auto-encoder approach for document image binarization",
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@article{bb362135,
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        NUMBER = "3",
        MONTH = "March",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/char1004.html#TT356302"}

@article{bb362136,
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        TITLE = "DeepOtsu:
Document enhancement and binarization using iterative deep learning",
        JOURNAL = PR,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/char1004.html#TT356303"}

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        AUTHOR = "Ayyalasomayajula, K.R. and Malmberg, F. and Brun, A.",
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@article{bb362138,
        AUTHOR = "Bouillon, M. and Ingold, R. and Liwicki, M.",
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handwritten historical documents analysis",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/char1004.html#TT356305"}

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generative adversarial networks",
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by detecting and binarizing handwritten content",
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        NUMBER = "3",
        MONTH = "September",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/char1004.html#TT356307"}

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        AUTHOR = "Bai, X. and Ye, L. and Zhu, J. and Zhu, L. and Komura, T.",
        TITLE = "Skeleton Filter: A Self-Symmetric Filter for Skeletonization in Noisy
Text Images",
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        YEAR = "2020",
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@article{bb362142,
        AUTHOR = "De, R. and Chakraborty, A. and Sarkar, R.",
        TITLE = "Document Image Binarization Using Dual Discriminator Generative
Adversarial Networks",
        JOURNAL = SPLetters,
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@article{bb362143,
        AUTHOR = "Salehani, Y.E. and Arabnejad, E. and Rahiche, A. and Bakhta, A. and Cheriet, M.",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/char1004.html#TT356310"}

@article{bb362144,
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Nonnegative Matrix Factorization",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/char1004.html#TT356311"}

@inproceedings{bb362145,
        AUTHOR = "Rahiche, A. and Cheriet, M.",
        TITLE = "Forgery Detection in Hyperspectral Document Images using Graph
Orthogonal Nonnegative Matrix Factorization",
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        YEAR = "2020",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/char1004.html#TT356312"}

@article{bb362146,
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        TITLE = "Complex image processing with less data: Document image binarization
by integrating multiple pre-trained U-Net modules",
        JOURNAL = PR,
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        TITLE = "Gaussian Image Binarization",
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@article{bb362149,
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        TITLE = "Two-stage generative adversarial networks for binarization of color
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@article{bb362150,
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        TITLE = "Dynamic Selective Edge-Based Integer/Fractional-Order Partial
Differential Equation for Degraded Document Image Binarization",
        JOURNAL = IJIG,
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        NUMBER = "4",
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@article{bb362151,
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@article{bb362153,
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@article{bb362154,
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@article{bb362157,
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@inproceedings{bb362158,
        AUTHOR = "Shang, Y.Z. and Xu, D. and Liu, G. and Kompella, R.R. and Yan, Y.",
        TITLE = "Efficient Multitask Dense Predictor via Binarization",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "15899-15908",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char1004.html#TT356325"}

@inproceedings{bb362159,
        AUTHOR = "Nagendra, S. and Kifer, D.",
        TITLE = "PatchRefineNet: Improving Binary Segmentation by Incorporating
Signals from Optimal Patch-wise Binarization",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "1350-1361",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char1004.html#TT356326"}

@inproceedings{bb362160,
        AUTHOR = "Mei, X.G. and Mu, D. and Cao, P.",
        TITLE = "Low-quality image binarization method based on threshold array system",
        BOOKTITLE = CVIDL23,
        YEAR = "2023",
        PAGES = "29-33",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char1004.html#TT356327"}

@inproceedings{bb362161,
        AUTHOR = "Yang, Z.Y. and Xiong, Y.P. and Wu, G.",
        TITLE = "Document Binarization with Multi-Branch Gated Convolutional
Generative Adversarial Networks",
        BOOKTITLE = ICIP23,
        YEAR = "2023",
        PAGES = "680-684",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char1004.html#TT356328"}

@inproceedings{bb362162,
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        TITLE = "Lifelong Learning for Document Image Binarization: An Experimental
Study",
        BOOKTITLE = IbPRIA23,
        YEAR = "2023",
        PAGES = "146-157",
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@inproceedings{bb362163,
        AUTHOR = "Rosello, A. and Castellanos, F.J. and Martinez Esteso, J.P. and Gallego, A.J. and Calvo Zaragoza, J.",
        TITLE = "Test-time Augmentation for Document Image Binarization",
        BOOKTITLE = IbPRIA23,
        YEAR = "2023",
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@inproceedings{bb362164,
        AUTHOR = "Garrido Munoz, C. and Sanchez Hernandez, A. and Castellanos, F.J. and Calvo Zaragoza, J.",
        TITLE = "Continual Learning for Document Image Binarization",
        BOOKTITLE = "ICPR22",
        YEAR = "2022",
        PAGES = "1443-1449",
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@inproceedings{bb362165,
        AUTHOR = "Sadekar, K. and Tiwari, A. and Singh, P. and Raman, S.",
        TITLE = "LS-HDIB: A Large Scale Handwritten Document Image Binarization
Dataset",
        BOOKTITLE = "ICPR22",
        YEAR = "2022",
        PAGES = "1678-1684",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char1004.html#TT356332"}

@inproceedings{bb362166,
        AUTHOR = "Kumar, A. and Ghose, S. and Chowdhury, P.N. and Roy, P.P. and Pal, U.",
        TITLE = "UDBNET: Unsupervised Document Binarization Network via Adversarial
Game",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
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@inproceedings{bb362167,
        AUTHOR = "Bhunia, A.K. and Bhunia, A.K. and Sain, A. and Roy, P.P.",
        TITLE = "Improving Document Binarization Via Adversarial Noise-Texture
Augmentation",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "2721-2725",
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@inproceedings{bb362168,
        AUTHOR = "Rahiche, A. and Cheriet, M.",
        TITLE = "KFBin: Kalman Filter-Based Approach for Document Image Binarization",
        BOOKTITLE = ICIAR19,
        YEAR = "2019",
        PAGES = "I:150-161",
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@inproceedings{bb362169,
        AUTHOR = "Michalak, H. and Okarma, K.",
        TITLE = "Adaptive Image Binarization Based on Multi-layered Stack of Regions",
        BOOKTITLE = CAIP19,
        YEAR = "2019",
        PAGES = "II:281-293",
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@inproceedings{bb362170,
        AUTHOR = "Karpinski, R. and Belaid, A.",
        TITLE = "Combination of Two Fully Convolutional Neural Networks for Robust
Binarization",
        BOOKTITLE = ACCV18,
        YEAR = "2018",
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@inproceedings{bb362171,
        AUTHOR = "Xiong, W. and Jia, X. and Xu, J. and Xiong, Z. and Liu, M. and Wang, J.",
        TITLE = "Historical document image binarization using background estimation
and energy minimization",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
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@inproceedings{bb362172,
        AUTHOR = "Zhou, Q. and Wang, M. and Shao, X.",
        TITLE = "A Kind of Effective Method for Interference Image Binarization",
        BOOKTITLE = ICVISP17,
        YEAR = "2017",
        PAGES = "51-54",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char1004.html#TT356339"}

@inproceedings{bb362173,
        AUTHOR = "Ghoshal, R. and Saha, A. and Das, S.",
        TITLE = "A Variance Based Image Binarization Scheme and Its Application in Text
Segmentation",
        BOOKTITLE = PReMI17,
        YEAR = "2017",
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@inproceedings{bb362174,
        AUTHOR = "Das, A. and Chowdhury, S.",
        TITLE = "Adaptive method for multi colored text binarization",
        BOOKTITLE = WSSIP17,
        YEAR = "2017",
        PAGES = "1-5",
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@inproceedings{bb362175,
        AUTHOR = "Ayyalasomayajula, K.R. and Brun, A.",
        TITLE = "Historical Document Binarization Combining Semantic Labeling and Graph
Cuts",
        BOOKTITLE = SCIA17,
        YEAR = "2017",
        PAGES = "I: 386-396",
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@inproceedings{bb362176,
        AUTHOR = "Huynh, L.D. and Xu, Y.C. and Geraud, T.",
        TITLE = "Morphology-based hierarchical representation with application to text
segmentation in natural images",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
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@inproceedings{bb362177,
        AUTHOR = "Ekstein, K.",
        TITLE = "Simple and Efficient Method of Low-Contrast Grayscale Image
Binarization",
        BOOKTITLE = ICCVG16,
        YEAR = "2016",
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@inproceedings{bb362178,
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        TITLE = "ISauvola: Improved Sauvola's Algorithm for Document Image Binarization",
        BOOKTITLE = ICIAR16,
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@inproceedings{bb362179,
        AUTHOR = "Khodadadi, E. and Kanan, H.R.",
        TITLE = "Which super-resolution algorithm is proper for Farsi text image
sequences",
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@inproceedings{bb362180,
        AUTHOR = "Al Khawand, W. and Kadry, S. and Bozzo, R. and Smaili, K.",
        TITLE = "Accurate, swift and noiseless image binarization",
        BOOKTITLE = ICCVIA15,
        YEAR = "2015",
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@inproceedings{bb362181,
        AUTHOR = "Hu, P. and Wang, W.Q. and Lu, K.",
        TITLE = "A novel binarization approach for text in images",
        BOOKTITLE = ICIP15,
        YEAR = "2015",
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@inproceedings{bb362182,
        AUTHOR = "Djema, A. and Chibani, Y. and Sehad, A. and Zemouri, E.T.",
        TITLE = "Blind versus unblind performance evaluation of binarization methods",
        BOOKTITLE = ICDAR15,
        YEAR = "2015",
        PAGES = "511-515",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char1004.html#TT356349"}

@inproceedings{bb362183,
        AUTHOR = "Kesiman, M.W.A. and Prum, S. and Burie, J.C. and Ogier, J.M.",
        TITLE = "Study on feature extraction methods for character recognition of
Balinese script on palm leaf manuscript images",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "4017-4022",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char1004.html#TT356350"}

@inproceedings{bb362184,
        AUTHOR = "Kesiman, M.W.A. and Prum, S. and Burie, J.C. and Ogier, J.M.",
        TITLE = "An initial study on the construction of ground truth binarized images
of ancient palm leaf manuscripts",
        BOOKTITLE = ICDAR15,
        YEAR = "2015",
        PAGES = "656-660",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char1004.html#TT356351"}

@inproceedings{bb362185,
        AUTHOR = "Shi, C.Z. and Wang, Y. and Xiao, B.H. and Wang, C.H.",
        TITLE = "OTSU guided adaptive binarization of CAPTCHA image using gamma
correction",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
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@inproceedings{bb362186,
        AUTHOR = "Wang, Y. and Shi, C.Z. and Xiao, B.H. and Wang, C.H.",
        TITLE = "MRF based text binarization in complex images using stroke feature",
        BOOKTITLE = ICDAR15,
        YEAR = "2015",
        PAGES = "821-825",
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@inproceedings{bb362187,
        AUTHOR = "Moghaddam, R.F. and Cheriet, M.",
        TITLE = "A multiple-expert binarization framework for multispectral images",
        BOOKTITLE = ICDAR15,
        YEAR = "2015",
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@inproceedings{bb362188,
        AUTHOR = "Lins, R.D. and Pereira e Silva, G.D. and de Almeida, M.M.",
        TITLE = "Binarizing complex scanned documents",
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        YEAR = "2015",
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@inproceedings{bb362189,
        AUTHOR = "Hollaus, F. and Diem, M. and Sablatnig, R.",
        TITLE = "Binarization of Multi-Spectral Document Images",
        BOOKTITLE = CAIP15,
        YEAR = "2015",
        PAGES = "II:109-120",
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@inproceedings{bb362190,
        AUTHOR = "Villegas, M. and Romero, V. and Sanchez, J.A.",
        TITLE = "On the Modification of Binarization Algorithms to Retain Grayscale
Information for Handwritten Text Recognition",
        BOOKTITLE = IbPRIA15,
        YEAR = "2015",
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@inproceedings{bb362191,
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        TITLE = "Flash/no-flash fusion for mobile document image binarization",
        BOOKTITLE = ICIP14,
        YEAR = "2014",
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@inproceedings{bb362192,
        AUTHOR = "Biswas, B. and Bhattacharya, U. and Chaudhuri, B.B.",
        TITLE = "A Global-to-Local Approach to Binarization of Degraded Document
Images",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
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@inproceedings{bb362193,
        AUTHOR = "Lech, P. and Okarma, K.",
        TITLE = "Fast Histogram Based Image Binarization Using the Monte Carlo Threshold
Estimation",
        BOOKTITLE = ICCVG14,
        YEAR = "2014",
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@inproceedings{bb362194,
        AUTHOR = "Mandal, S. and Biswas, S. and Das, A.K. and Chanda, B.",
        TITLE = "Binarisation of Colour Map Images through Extraction of Regions",
        BOOKTITLE = ICCVG14,
        YEAR = "2014",
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@inproceedings{bb362195,
        AUTHOR = "Ghosh, S. and Bag, S.",
        TITLE = "An improvement on thinning to handle characters with noisy contour",
        BOOKTITLE = NCVPRIPG13,
        YEAR = "2013",
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@inproceedings{bb362196,
        AUTHOR = "Kherada, S. and Namboodiri, A.M.",
        TITLE = "An ICA Based Approach for Complex Color Scene Text Binarization",
        BOOKTITLE = ACPR13,
        YEAR = "2013",
        PAGES = "125-129",
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@inproceedings{bb362197,
        AUTHOR = "Afzal, M.Z. and Kramer, M. and Bukhari, S.S. and Yousefi, M.R. and Shafait, F. and Breuel, T.M.",
        TITLE = "Robust Binarization of Stereo and Monocular Document Images Using
Percentile Filter",
        BOOKTITLE = CBDAR13,
        YEAR = "2013",
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@inproceedings{bb362198,
        AUTHOR = "Rangoni, Y. and Shafait, F. and Breuel, T.M.",
        TITLE = "OCR Based Thresholding",
        BOOKTITLE = MVA09,
        YEAR = "2009",
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@inproceedings{bb362199,
        AUTHOR = "Xue, H.T. and Bouman, C.A. and Bauer, P. and Depalov, D. and Bradburn, B.M. and Allebach, J.P.",
        TITLE = "Document image binarization via one-pass local classification",
        BOOKTITLE = ICIP13,
        YEAR = "2013",
        PAGES = "2299-2303",
        BIBSOURCE = "http://www.visionbib.com/bibliography/char1004.html#TT356366"}

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