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@book{2007Crs,
title = {Character recognition systems: a guide for students and practioners},
author = {Cheriet, Mohamed},
year = 2007,
isbn = 9780471415701,
url = {https://permalink.obvsg.at/fho/AC06408992},
urldate = {2024-02-12},
language = {eng},
keywords = {Optical character recognition devices}
}
@book{2022Scas,
title = {Soft computing and signal processing: proceedings of 4th ICSCSP 2021},
author = {Reddy, V. Sivakumar},
year = 2022,
series = {Advances in Intelligent Systems and Computing ;},
isbn = {981-16-7088-9},
url = {https://search-fho.obvsg.at/permalink/f/19351jn/FHO_alma5134174850004527},
urldate = {2024-02-12},
language = {eng},
keywords = {Signal processing ; Congresses}
}
@book{BoochGrady1999Tuml,
title = {The unified modeling language user guide : UML},
author = {Booch, Grady},
year = 1999,
series = {Addison-Wesley object technology series},
isbn = {0201571684},
url = {https://permalink.obvsg.at/fho/AC08768402},
urldate = {2024-02-12},
edition = {3. print..},
language = {eng},
keywords = {Computer software ; Development}
}
@book{ChaudhuriArindam2017OCRS,
title = {Optical Character Recognition Systems for Different Languages with Soft Computing},
author = {Chaudhuri, Arindam},
year = 2017,
series = {Studies in Fuzziness and Soft Computing 352},
isbn = 9783319502526,
url = {https://permalink.obvsg.at/fho/AC12323924},
urldate = {2024-02-12},
language = {eng},
keywords = {Engineering}
}
@book{DingXiaoqing2012AiCR,
title = {Advances in Character Recognition},
author = {Ding, Xiaoqing},
year = 2012,
publisher = {IntechOpen},
doi = {10.5772/2575},
isbn = {953-51-5669-1},
url = {https://www.intechopen.com/books/2182},
urldate = {2024-02-12},
language = {eng},
keywords = {Optical character recognition}
}
@inproceedings{Smith2007,
title = {An Overview of the Tesseract OCR Engine},
author = {Smith R.},
url = {https://ieeexplore.ieee.org/document/4376991},
urldate = {2024-02-12},
date = 2007,
langid = {ngerman}
}
@online{tessdoc,
title = {Tesseract Documentation},
url = {https://tesseract-ocr.github.io/},
urldate = {2024-02-12},
date = {2023-05-23},
language = {eng}
}
@online{imagemagick,
title = {ImageMagick Homepage},
url = {https://www.imagemagick.org/},
urldate = {2024-02-12},
date = {2023-05-23},
language = {eng}
}
@online{textract_pricing,
title = {Amazon Textract - Pricing},
url = {https://aws.amazon.com/textract/pricing/},
urldate = {2024-02-12},
date = {2023-05-23},
language = {eng}
}
@online{textract_home,
title = {Amazon Textract - Homepage},
url = {https://aws.amazon.com/textract},
urldate = {2024-02-12},
date = {2023-05-23},
language = {eng}
}
@online{gcv_pricing,
title = {Google Cloud Vision - Pricing},
url = {https://cloud.google.com/vision/pricing},
urldate = {2024-02-12},
date = {2023-05-23},
language = {eng}
}
@online{gcv_home,
title = {Google Cloud Vision - Homepage},
url = {https://cloud.google.com/vision},
urldate = {2024-02-12},
date = {2023-05-23},
language = {eng}
}
@online{azurevision_pricing,
title = {Azure AI Vision - Pricing},
url = {https://azure.microsoft.com/en-gb/pricing/details/cognitive-services/computer-vision/},
urldate = {2024-02-12},
date = {2023-05-23},
language = {eng}
}
@online{azurevision_home,
title = {Azure AI Vision - Homepage},
url = {https://azure.microsoft.com/en-us/products/ai-services/ai-vision},
urldate = {2024-02-12},
date = {2023-05-23},
language = {eng}
}
@online{ironocr_home,
title = {IronOCR for .NET - Homepage},
url = {https://ironsoftware.com/csharp/ocr/},
urldate = {2024-02-12},
date = {2023-05-23},
language = {eng}
}
@online{copa-data_zenon,
title = {COPA-DATA zenon - Homepage},
url = {https://www.copadata.com/en/product/zenon-software-platform-for-industrial-automation-energy-automation/},
urldate = {2024-02-12},
date = {2023-05-23},
language = {eng}
}
@online{tessrepo,
title = {Tesseract Repository},
url = {https://github.com/tesseract-ocr/tesseract},
urldate = {2024-01-04},
date = {2023-05-23},
language = {eng}
}
@article{asif2014overview,
title = {An overview and applications of optical character recognition},
author = {Asif, AMAM and Hannan, Shaikh Abdul and Perwej, Yusuf and Vithalrao, Mane Arjun},
year = 2014,
journal = {Int. J. Adv. Res. Sci. Eng},
volume = 3,
number = 7,
}
@inbook{cc_platforms_comparison,
title = {“Comparison of Different Cloud Computing Platforms for Data Analytics”},
author = {Gupta, Urvashi and Sharma, Rohit},
year = 2023,
month = {09},
doi = {10.1007/978-981-99-3716-5_7},
isbn = {978-981-99-3715-8}
}
@online{tessdoc,
title = {Tesseract Documentation},
url = {https://tesseract-ocr.github.io/},
urldate = {2024-02-12},
date = {2023-05-23},
language = {eng}
}
@inproceedings{the_old_bailey_and_ocr,
title = {The Old Bailey and OCR: Benchmarking AWS, Azure, and GCP with 180,000 Page Images},
author = {William Ughetta and Kernighan, {Brian W.}},
year = 2020,
month = sep,
day = 29,
publisher = {Association for Computing Machinery, Inc},
doi = {10.1145/3395027.3419595},
keywords = {Amazon Web Services, Google Cloud Platform, Historical Documents, Microsoft Azure, Old Bailey, Optical Character Recognition},
language = {English (US)}
}
@article{eikvil1993optical,
title = {Optical character recognition},
author = {Eikvil, Line},
year = 1993,
journal = {citeseer. ist. psu. edu/142042. html},
volume = 26
}
@article{islam2017survey,
title = {A survey on optical character recognition systems},
author = {Islam, Islam, Noor},
year = 2017,
journal = {arXiv preprint arXiv:1710.05703}
}
@article{chowdhary2020natural,
title = {Natural language processing},
author = {Chowdhary, KR1442 and Chowdhary, KR},
year = 2020,
journal = {Fundamentals of artificial intelligence},
publisher = {Springer},
}
@article{10.1145/219717.219778,
title = {Commercial Applications of Natural Language Processing},
author = {Church, Kenneth W. and Rau, Lisa F.},
year = 1995,
journal = {Commun. ACM},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
volume = 38,
number = 11,
doi = {10.1145/219717.219778},
issn = {0001-0782},
url = {https://doi.org/10.1145/219717.219778},
numpages = 9
}
@article{kalyanathaya2019advances,
title = {Advances in natural language processing: a survey of current research trends, development tools and industry applications},
author = {Kalyanathaya, Krishna Prakash and Akila, D and Rajesh, P},
year = 2019,
journal = {International Journal of Recent Technology and Engineering},
volume = 7,
number = {5C},
}
@inproceedings{tong1996statistical,
title = {A statistical approach to automatic OCR error correction in context},
author = {Tong, Xiang and Evans, David A},
year = 1996,
booktitle = {Fourth workshop on very large corpora} % todo
}
@inproceedings{karpinski2018metrics,
title = {Metrics for complete evaluation of ocr performance},
author = {Karpinski, Romain and Lohani, Devashish and Belaid, Abdel},
year = 2018,
booktitle = {IPCV'18-The 22nd Int'l Conf on Image Processing, Computer Vision, \& Pattern Recognition}
}
@article{approximate_string_matching,
title = {A Guided Tour to Approximate String Matching},
author = {Navarro, Gonzalo},
year = 2000,
month = {04},
journal = {ACM Computing Surveys},
volume = 33,
doi = {10.1145/375360.375365}
}
@inproceedings{levenshtein1966binary,
title = {Binary codes capable of correcting deletions, insertions, and reversals},
author = {Levenshtein} % todo
}
@inproceedings{wang2003word,
title = {Is word error rate a good indicator for spoken language understanding accuracy},
author = {Wang, Ye-Yi and Acero, Alex and Chelba, Ciprian},
year = 2003,
booktitle = {2003 IEEE workshop on automatic speech recognition and understanding (IEEE Cat. No. 03EX721)},
organization = {IEEE}
}
@inproceedings{park2008empirical,
title = {An empirical analysis of word error rate and keyword error rate.},
author = {Park, Youngja and Patwardhan, Siddharth and Visweswariah, Karthik and Gates, Stephen C},
year = 2008,
booktitle = {Interspeech},
volume = 2008,
}
@article{sporici2020improving,
title = {Improving the accuracy of Tesseract 4.0 OCR engine using convolution-based preprocessing},
author = {Sporici, Dan and Cușnir, Elena and Boiangiu, Costin-Anton},
year = 2020,
journal = {Symmetry},
publisher = {MDPI},
volume = 12,
number = 5,
}
@article{mursari2021effectiveness,
title = {The effectiveness of image preprocessing on digital handwritten scripts recognition with the implementation of OCR Tesseract},
author = {Mursari, Lily Rojabiyati and Wibowo, Antoni},
year = 2021,
journal = {Computer Engineering and Applications Journal},
volume = 10,
number = 3,
}
@image{unimodal-histogram,
author = "Wikimedia Commons",
title = "Histogram of tips given in a restaurant",
year = "2014",
urldate = {2024-02-12},
url = "https://commons.wikimedia.org/wiki/File:Tips-histogram1.png",
}
@image{bimodal-histogram,
author = "Wikimedia Commons",
title = "Example of a histogram exhibiting bimodalty",
year = "2014",
urldate = {2024-02-12},
url = "https://commons.wikimedia.org/wiki/File:Bimodal-histogram.png",
}
@article{zack1977automatic,
title={Automatic measurement of sister chromatid exchange frequency.},
author={Zack, Gregory W and Rogers, William E and Latt, Samuel A},
journal={Journal of Histochemistry \& Cytochemistry},
volume={25},
number={7},
year={1977},
publisher={SAGE Publications Sage CA: Los Angeles, CA}
}
@article{kapur1985new,
title={A new method for gray-level picture thresholding using the entropy of the histogram},
author={Kapur, Jagat Narain and Sahoo, Prasanna K and Wong, Andrew KC},
journal={Computer vision, graphics, and image processing},
volume={29},
number={3},
year={1985},
publisher={Elsevier}
}
@article{otsu1979threshold,
title={A threshold selection method from gray-level histograms},
author={Otsu, Nobuyuki},
journal={IEEE transactions on systems, man, and cybernetics},
volume={9},
number={1},
year={1979},
publisher={IEEE}
}
@article{sahoo1988survey,
title={A survey of thresholding techniques},
author={Sahoo, Prasanna K and Soltani, SAKC and Wong, Andrew KC},
journal={Computer vision, graphics, and image processing},
volume={41},
number={2},
year={1988},
publisher={Elsevier}
}
@article{wilbur1992automatic,
title={The automatic identification of stop words},
author={Wilbur, W John and Sirotkin, Karl},
journal={Journal of information science},
volume={18},
number={1},
year={1992},
publisher={Sage Publications Sage CA: Thousand Oaks, CA}
}