Handwritten Historical Document Analysis Recognition And Retrieval State Of The Art And Future Trends

Author : Andreas Fischer,Marcus Liwicki,Rolf (Jurg) Ingold
Publisher : World Scientific
Page : 269 pages
File Size : 46,9 Mb
Release : 2020-11-11
Category : Computers
ISBN : 9789811203251

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Handwritten Historical Document Analysis, Recognition, And Retrieval - State Of The Art And Future Trends by Andreas Fischer,Marcus Liwicki,Rolf (Jurg) Ingold Pdf

In recent years, libraries and archives all around the world have increased their efforts to digitize historical manuscripts. To integrate the manuscripts into digital libraries, pattern recognition and machine learning methods are needed to extract and index the contents of the scanned images.The unique compendium describes the outcome of the HisDoc research project, a pioneering attempt to study the whole processing chain of layout analysis, handwriting recognition, and retrieval of historical manuscripts. This description is complemented with an overview of other related research projects, in order to convey the current state of the art in the field and outline future trends.This must-have volume is a relevant reference work for librarians, archivists and computer scientists.

Author : Gernot A. Fink,Rajiv Jain,Koichi Kise,Richard Zanibbi
Publisher : Springer Nature
Page : 561 pages
File Size : 43,8 Mb
Release : 2023-08-18
Category : Computers
ISBN : 9783031416767

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Document Analysis and Recognition - ICDAR 2023 by Gernot A. Fink,Rajiv Jain,Koichi Kise,Richard Zanibbi Pdf

This six-volume set of LNCS 14187, 14188, 14189, 14190, 14191 and 14192 constitutes the refereed proceedings of the 17th International Conference on Document Analysis and Recognition, ICDAR 2023, held in San José, CA, USA, in August 2023. The 53 full papers were carefully reviewed and selected from 316 submissions, and are presented with 101 poster presentations. The papers are organized into the following topical sections: Graphics Recognition, Frontiers in Handwriting Recognition, Document Analysis and Recognition.

Author : Gerd Berget,Mark Michael Hall,Daniel Brenn,Sanna Kumpulainen
Publisher : Springer Nature
Page : 244 pages
File Size : 55,6 Mb
Release : 2021-09-06
Category : Computers
ISBN : 9783030863241

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Linking Theory and Practice of Digital Libraries by Gerd Berget,Mark Michael Hall,Daniel Brenn,Sanna Kumpulainen Pdf

This book constitutes the proceedings of the 25th International Conference on Theory and Practice of Digital Libraries, TPDL 2021, held in September 2021. Due to COVID-10 pandemic the conference was held virtually. The 10 full papers, 3 short papers and 13 other papers presented were carefully reviewed and selected from 53 submissions. TPDL 2021 attempts to facilitate establishing connections and convergences between diverse research communities such as Digital Humanities, Information Sciences and others that could benefit from ecosystems offered by digital libraries and repositories. This edition of TPDL was held under the general theme of “Linking Theory and Practice”. The papers are organized in topical sections as follows: Document and Text Analysis; Data Repositories and Archives; Linked Data and Open Data; User Interfaces and Experience.

Author : Gian Luca Foresti,Andrea Fusiello,Edwin Hancock
Publisher : Springer Nature
Page : 515 pages
File Size : 40,5 Mb
Release : 2024-01-20
Category : Computers
ISBN : 9783031510267

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Image Analysis and Processing - ICIAP 2023 Workshops by Gian Luca Foresti,Andrea Fusiello,Edwin Hancock Pdf

The two-volume set LNCS 14365 and 14366 constitutes the papers of workshops hosted by the 22nd International Conference on Image Analysis and Processing, ICIAP 2023, held in Udine, Italy, in September 2023. In total, 72 workshop papers and 10 industrial poster session papers have been accepted for publication. Part II of the set, volume 14366, contains 41 papers from the following workshops:– Medical Imaging Hub:• Artificial Intelligence and Radiomics in Computer-Aided Diagnosis (AIR-CAD)• Multi-Modal Medical Imaging Processing (M3IP)• Federated Learning in Medical Imaging and Vision (FedMed)– Digital Humanities Hub:• Artificial Intelligence for Digital Humanities (AI4DH)• Fine Art Pattern Extraction and Recognition (FAPER)• Pattern Recognition for Cultural Heritage (PatReCH)• Visual Processing of Digital Manuscripts: Workflows, Pipelines, BestPractices (ViDiScript)

Author : Josep Lladós,Daniel Lopresti,Seiichi Uchida
Publisher : Springer Nature
Page : 653 pages
File Size : 40,5 Mb
Release : 2021-09-04
Category : Computers
ISBN : 9783030865498

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Document Analysis and Recognition – ICDAR 2021 by Josep Lladós,Daniel Lopresti,Seiichi Uchida Pdf

This four-volume set of LNCS 12821, LNCS 12822, LNCS 12823 and LNCS 12824, constitutes the refereed proceedings of the 16th International Conference on Document Analysis and Recognition, ICDAR 2021, held in Lausanne, Switzerland in September 2021. The 182 full papers were carefully reviewed and selected from 340 submissions, and are presented with 13 competition reports. The papers are organized into the following topical sections: historical document analysis, document analysis systems, handwriting recognition, scene text detection and recognition, document image processing, natural language processing (NLP) for document understanding, and graphics, diagram and math recognition.

Author : Cristina Carmona-Duarte,Moises Diaz,Miguel A. Ferrer,Aythami Morales
Publisher : Springer Nature
Page : 362 pages
File Size : 47,9 Mb
Release : 2022-12-09
Category : Computers
ISBN : 9783031197451

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Intertwining Graphonomics with Human Movements by Cristina Carmona-Duarte,Moises Diaz,Miguel A. Ferrer,Aythami Morales Pdf

This book constitutes the proceedings of the 20th International Conference of the International Graphonomics Society, IGS 2021/2022. Originally planned to be celebrated in September 2021, due to the COVID-19 pandemic it was held in June 2022. The 36 full and 3 short papers presented at the conference were carefully reviewed and selected from 41 submissions and reviewed by a committee of 67 reviewers. Out of the 41 conferences, 26 papers were selected to be published in this proceedings. The program was comprised of 6 oral sessions on the following topics: historical documents, forensic handwriting examinations, handwriting learning and development, and motor control. One additional poster session included papers on all previous topics, and three special sessions included papers on neurodegenerative disorders.

Author : Adam Krzyzak,Ching Y. Suen,Andrea Torsello,Nicola Nobile
Publisher : Springer Nature
Page : 336 pages
File Size : 43,7 Mb
Release : 2023-01-01
Category : Computers
ISBN : 9783031230288

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Structural, Syntactic, and Statistical Pattern Recognition by Adam Krzyzak,Ching Y. Suen,Andrea Torsello,Nicola Nobile Pdf

This book constitutes the proceedings of the Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition, S+SSPR 2022, held in Montreal, QC, Canada, in August 2022. The 30 papers together with 2 invited talks presented in this volume were carefully reviewed and selected from 50 submissions. The workshops presents papers on topics such as deep learning, processing, computer vision, machine learning and pattern recognition and much more.

Author : Seiichi Uchida,Elisa Barney,Véronique Eglin
Publisher : Springer Nature
Page : 795 pages
File Size : 44,7 Mb
Release : 2022-05-17
Category : Computers
ISBN : 9783031065552

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Document Analysis Systems by Seiichi Uchida,Elisa Barney,Véronique Eglin Pdf

This book constitutes the refereed proceedings of the 15th IAPR International Workshop on Document Analysis Systems, DAS 2022, held in La Rochelle, France, in May 2022. The full papers presented were carefully reviewed and selected from numerous submissions addressing key techniques of document analysis.

Author : Margner Volker,Pal Umapada,Antonacopoulos Apostolos
Publisher : World Scientific
Page : 304 pages
File Size : 43,9 Mb
Release : 2018-02-23
Category : Computers
ISBN : 9789813229280

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Document Analysis And Text Recognition: Benchmarking State-of-the-art Systems by Margner Volker,Pal Umapada,Antonacopoulos Apostolos Pdf

The compendium presents the latest results of the most prominent competitions held in the field of Document Analysis and d104 Recognition. It includes a description of the participating systems and the underlying methods on one hand and the datasets used together with evaluation metrics on the other hand. This volume also demonstrates with examples, how to organize a competition and how to make it successful. It will be an indispensable handbook to the document image analysis community. Contents: Logical Structure and Segmentation: Logical Structure Extraction from Digitized Books (Antoine Doucet) Handwriting Segmentation (Nikolaos Stamatopoulos, Georgios Louloudis, and Basilis Gatos) Digits and Mathematical Expressions: Handwritten Digit and Digit String Recognition (Markus Diem, Stefan Fiel, and Florian Kleber) Handwritten Mathematical Expressions (Harold Mouchère, Christian Viard-Gaudin, Richard Zanibi, and Utpal Garain) Writer Identification and Signature Verification: Writer Identification (Georgios Louloudis, Nikolaos Stamatopoulos, and Basilis Gatos) Arabic Writer Identification Using AHTID/MW and KHATT Database (Fouad Slimane and Sameh Awaida) Signature Verification: Recent Developments and Perspectives (Muhammad Imran Malik, Sheraz Ahmed, Andreas Dengel, and Marcus Liwicki) d104 Recognition: Handwritten d104 Recognition Competitions With the tranScriptorium Dataset (Joan Andreu Sánchez, Verónica Romero, Alejandro H Toselli, and Enrique Vidal) Multifont and Multisize Low-resolution Arabic d104 Recognition Using APTI Database (Fouad Slimane and Christine Vanoirbeek) Readership: Researchers, academics, professionals and graduate students in pattern recognition/image analysis, neural networks, and innovation/technology. Keywords: Document Analysis;Digitisation;Character Recognition;Mathematical Expression Recognition;Digit Recognition;Arabic Documents;Handwriting Recognition;Performance Evaluation;Benchmarking;CompetitionsReview:0

Author : Andrew Goss
Publisher : Routledge
Page : 339 pages
File Size : 49,8 Mb
Release : 2021-07-05
Category : Science
ISBN : 9781000404852

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The Routledge Handbook of Science and Empire by Andrew Goss Pdf

The focus of this volume is the history of imperial science between 1600 and 1960, although some essays reach back prior to 1600 and the section about decolonization includes post-1960 material. Each contributed chapter, written by an expert in the field, provides an analytical review essay of the field, while also providing an overview of the topic. There is now a rich literature developed by historians of science as well as scholars of empire demonstrating the numerous ways science and empire grew together, especially between 1600 and 1960.

Author : Anonim
Publisher : Springer Nature
Page : 372 pages
File Size : 46,6 Mb
Release : 2024
Category : Automatic indexing
ISBN : 9783031553899

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Probabilistic Indexing for Information Search and Retrieval in Large Collections of Handwritten Text Images by Anonim Pdf

This book provides a comprehensive presentation of a recently introduced framework, named "probabilistic indexing" (PrIx), for searching text in large collections of document images and other related applications. It fosters the development of new search engines for effective information retrieval from manuscripts which, however, lack the electronic text (transcripts) that would typically be required for such search and retrieval tasks. The book is structured into 11 chapters and three appendices. The first two chapters briefly outline the necessary fundamentals and state of the art in pattern recognition, statistical decision theory, and handwritten text recognition. Chapter 3 presents approaches for indexing (as opposed to spotting) each region of a handwritten text image which is likely to contain a word. Next, Chapter 4 describes models adopted for handwritten text in images, namely hidden Markov models, convolutional and recurrent neural networks and language models, and provides full details of weighted finite-state transducer (WFST) concepts and methods, needed in further chapters of the book. Chapter 5 explains the set of techniques and algorithms developed to generate image probabilistic indexes which allow for fast search and retrieval of textual information in the indexed images. Chapter 6 then presents experimental evaluations of the proposed framework and algorithms on different traditional benchmark datasets and compares them with other approaches, while Chapter 7 reviews the most popular keyword-spotting approaches. Chapter 8 explains how PrIx can support classical free-text search tools, while Chapter 9 presents new methods that use PrIx not only for searching, but also to deal with text analytics and other related natural language processing and information extraction tasks. Chapter 10 shows how the proposed solutions can be used to effectively index very large collections of handwritten document images, before Chapter 11 eventually summarizes the book and suggests promising lines of future research. The appendices detail the necessary mathematical foundations for the work and presents details of the text image collections and datasets used in the experiments throughout the book. This book is written for researchers and (post-)graduate students in pattern recognition and information retrieval. It will also be of interest to people in areas like history, criminology, or psychology who need technical support to evaluate, understand or decode historical or contemporary handwritten text.

Author : Chi Hau Chen,Louis-francois Pau,Patrick S P Wang
Publisher : World Scientific
Page : 1045 pages
File Size : 53,5 Mb
Release : 1999-03-12
Category : Computers
ISBN : 9789814497640

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Handbook Of Pattern Recognition And Computer Vision (2nd Edition) by Chi Hau Chen,Louis-francois Pau,Patrick S P Wang Pdf

The very significant advances in computer vision and pattern recognition and their applications in the last few years reflect the strong and growing interest in the field as well as the many opportunities and challenges it offers. The second edition of this handbook represents both the latest progress and updated knowledge in this dynamic field. The applications and technological issues are particularly emphasized in this edition to reflect the wide applicability of the field in many practical problems. To keep the book in a single volume, it is not possible to retain all chapters of the first edition. However, the chapters of both editions are well written for permanent reference. This indispensable handbook will continue to serve as an authoritative and comprehensive guide in the field.

Author : Horst Bunke,Patrick S P Wang
Publisher : World Scientific
Page : 851 pages
File Size : 47,7 Mb
Release : 1997-05-02
Category : Computers
ISBN : 9789814500388

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Handbook Of Character Recognition And Document Image Analysis by Horst Bunke,Patrick S P Wang Pdf

Optical character recognition and document image analysis have become very important areas with a fast growing number of researchers in the field. This comprehensive handbook with contributions by eminent experts, presents both the theoretical and practical aspects at an introductory level wherever possible.

Author : Chen Chi Hau
Publisher : World Scientific
Page : 404 pages
File Size : 40,9 Mb
Release : 2020-04-04
Category : Computers
ISBN : 9789811211089

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Handbook Of Pattern Recognition And Computer Vision (6th Edition) by Chen Chi Hau Pdf

Author : Simone Marinai
Publisher : Springer Science & Business Media
Page : 435 pages
File Size : 42,5 Mb
Release : 2008-01-10
Category : Computers
ISBN : 9783540762799

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Machine Learning in Document Analysis and Recognition by Simone Marinai Pdf

The objective of Document Analysis and Recognition (DAR) is to recognize the text and graphical components of a document and to extract information. This book is a collection of research papers and state-of-the-art reviews by leading researchers all over the world. It includes pointers to challenges and opportunities for future research directions. The main goal of the book is to identify good practices for the use of learning strategies in DAR.