SlideShare una empresa de Scribd logo
1 de 14
IMPACT OCR in a nutshell Clemens Neudecker, National Library of the Netherlands IMPACT Demo Day, Biblioteca Nacional de España
OCR Process ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
ABBYY FineReader ,[object Object],[object Object],[object Object]
Binarisation
Adaptive Binarisation Original scan Prev.  binarization New  binarization
IMPACT Binarisation ,[object Object],[object Object],[object Object]
Segmentation Blocks/Regions Words   Glyphs
IMPACT Segmentation example Pre-Impact FR Engine 9 FR Engine 10 Part of column was misclassified as image
IMPACT Segmentation example v. 9 v. 10 Linear word order errors
IMPACT Segmentation example v. 9 v. 10 Lost text
Fraktur recognition
Languages and Dictionaries ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
ALTO: New native export format ,[object Object],[object Object],[object Object]
Thank you! Questions?

Más contenido relacionado

Similar a Bne impact ocr_part1

IMPACT Final Conference - Research Parallel Sessions - 01 impact conference_r...
IMPACT Final Conference - Research Parallel Sessions - 01 impact conference_r...IMPACT Final Conference - Research Parallel Sessions - 01 impact conference_r...
IMPACT Final Conference - Research Parallel Sessions - 01 impact conference_r...IMPACT Centre of Competence
 
Optical Character Recognition
Optical Character RecognitionOptical Character Recognition
Optical Character RecognitionRahul Mallik
 
IMPACT Final Conference - USAL - Text line and word segmentation
IMPACT Final Conference - USAL - Text line and word segmentationIMPACT Final Conference - USAL - Text line and word segmentation
IMPACT Final Conference - USAL - Text line and word segmentationIMPACT Centre of Competence
 
Language Engineering With Xtext
Language Engineering With XtextLanguage Engineering With Xtext
Language Engineering With XtextSven Efftinge
 
IMPACT Final Conference - Research Parallel Sessions - 03 typewritten ocr
IMPACT Final Conference - Research Parallel Sessions - 03 typewritten ocrIMPACT Final Conference - Research Parallel Sessions - 03 typewritten ocr
IMPACT Final Conference - Research Parallel Sessions - 03 typewritten ocrIMPACT Centre of Competence
 
mbeddr meets IncQuer - Combining the Best Features of Two Modeling Worlds
mbeddr meets IncQuer - Combining the Best Features of Two Modeling Worldsmbeddr meets IncQuer - Combining the Best Features of Two Modeling Worlds
mbeddr meets IncQuer - Combining the Best Features of Two Modeling WorldsIstvan Rath
 
Unit1 principle of programming language
Unit1 principle of programming languageUnit1 principle of programming language
Unit1 principle of programming languageVasavi College of Engg
 
DSL, the absolute weapon for the development
DSL, the absolute weapon for the developmentDSL, the absolute weapon for the development
DSL, the absolute weapon for the developmentESUG
 
Compiler_Lecture1.pdf
Compiler_Lecture1.pdfCompiler_Lecture1.pdf
Compiler_Lecture1.pdfAkarTaher
 
Glis Localization Internationalization 05 20071030
Glis Localization Internationalization 05 20071030Glis Localization Internationalization 05 20071030
Glis Localization Internationalization 05 20071030Jan Pawlowski
 
Handwriting recogntion slides boeing
Handwriting recogntion slides boeingHandwriting recogntion slides boeing
Handwriting recogntion slides boeingTejashree Gharat
 
Visual Experience 360 Flex
Visual Experience 360 FlexVisual Experience 360 Flex
Visual Experience 360 FlexJuan Sanchez
 
Creating a CSS and JS design system from the ground up
Creating a CSS and JS design system from the ground upCreating a CSS and JS design system from the ground up
Creating a CSS and JS design system from the ground upAndrew Dover
 
Tesseract OCR Engine - OpenFest 2009
Tesseract OCR Engine - OpenFest 2009Tesseract OCR Engine - OpenFest 2009
Tesseract OCR Engine - OpenFest 2009Svetlin Nakov
 
dic-160603172047.pdf
dic-160603172047.pdfdic-160603172047.pdf
dic-160603172047.pdfAkhilJoseph63
 

Similar a Bne impact ocr_part1 (20)

IMPACT Final Conference - Research Parallel Sessions - 01 impact conference_r...
IMPACT Final Conference - Research Parallel Sessions - 01 impact conference_r...IMPACT Final Conference - Research Parallel Sessions - 01 impact conference_r...
IMPACT Final Conference - Research Parallel Sessions - 01 impact conference_r...
 
Optical Character Recognition
Optical Character RecognitionOptical Character Recognition
Optical Character Recognition
 
IMPACT Final Conference - USAL - Text line and word segmentation
IMPACT Final Conference - USAL - Text line and word segmentationIMPACT Final Conference - USAL - Text line and word segmentation
IMPACT Final Conference - USAL - Text line and word segmentation
 
56 o oo ccf_final
56 o oo ccf_final56 o oo ccf_final
56 o oo ccf_final
 
IMPACT Final Conference - Claus Gravenhorst
IMPACT Final Conference - Claus GravenhorstIMPACT Final Conference - Claus Gravenhorst
IMPACT Final Conference - Claus Gravenhorst
 
Language Engineering With Xtext
Language Engineering With XtextLanguage Engineering With Xtext
Language Engineering With Xtext
 
IMPACT Final Conference - Research Parallel Sessions - 03 typewritten ocr
IMPACT Final Conference - Research Parallel Sessions - 03 typewritten ocrIMPACT Final Conference - Research Parallel Sessions - 03 typewritten ocr
IMPACT Final Conference - Research Parallel Sessions - 03 typewritten ocr
 
mbeddr meets IncQuer - Combining the Best Features of Two Modeling Worlds
mbeddr meets IncQuer - Combining the Best Features of Two Modeling Worldsmbeddr meets IncQuer - Combining the Best Features of Two Modeling Worlds
mbeddr meets IncQuer - Combining the Best Features of Two Modeling Worlds
 
Unit1 principle of programming language
Unit1 principle of programming languageUnit1 principle of programming language
Unit1 principle of programming language
 
DSL, the absolute weapon for the development
DSL, the absolute weapon for the developmentDSL, the absolute weapon for the development
DSL, the absolute weapon for the development
 
Compiler_Lecture1.pdf
Compiler_Lecture1.pdfCompiler_Lecture1.pdf
Compiler_Lecture1.pdf
 
Glis Localization Internationalization 05 20071030
Glis Localization Internationalization 05 20071030Glis Localization Internationalization 05 20071030
Glis Localization Internationalization 05 20071030
 
Handwriting recogntion slides boeing
Handwriting recogntion slides boeingHandwriting recogntion slides boeing
Handwriting recogntion slides boeing
 
Visual Experience 360 Flex
Visual Experience 360 FlexVisual Experience 360 Flex
Visual Experience 360 Flex
 
OCR using Tesseract
OCR using TesseractOCR using Tesseract
OCR using Tesseract
 
OCR using Tesseract
OCR using TesseractOCR using Tesseract
OCR using Tesseract
 
Creating a CSS and JS design system from the ground up
Creating a CSS and JS design system from the ground upCreating a CSS and JS design system from the ground up
Creating a CSS and JS design system from the ground up
 
Tesseract OCR Engine - OpenFest 2009
Tesseract OCR Engine - OpenFest 2009Tesseract OCR Engine - OpenFest 2009
Tesseract OCR Engine - OpenFest 2009
 
Language processors
Language processorsLanguage processors
Language processors
 
dic-160603172047.pdf
dic-160603172047.pdfdic-160603172047.pdf
dic-160603172047.pdf
 

Más de IMPACT Centre of Competence

Más de IMPACT Centre of Competence (20)

Session6 01.helmut schmid
Session6 01.helmut schmidSession6 01.helmut schmid
Session6 01.helmut schmid
 
Session1 03.hsian-an wang
Session1 03.hsian-an wangSession1 03.hsian-an wang
Session1 03.hsian-an wang
 
Session7 03.katrien depuydt
Session7 03.katrien depuydtSession7 03.katrien depuydt
Session7 03.katrien depuydt
 
Session7 02.peter kiraly
Session7 02.peter kiralySession7 02.peter kiraly
Session7 02.peter kiraly
 
Session6 04.giuseppe celano
Session6 04.giuseppe celanoSession6 04.giuseppe celano
Session6 04.giuseppe celano
 
Session6 03.sandra young
Session6 03.sandra youngSession6 03.sandra young
Session6 03.sandra young
 
Session6 02.jeremi ochab
Session6 02.jeremi ochabSession6 02.jeremi ochab
Session6 02.jeremi ochab
 
Session5 04.evangelos varthis
Session5 04.evangelos varthisSession5 04.evangelos varthis
Session5 04.evangelos varthis
 
Session5 03.george rehm
Session5 03.george rehmSession5 03.george rehm
Session5 03.george rehm
 
Session5 02.tom derrick
Session5 02.tom derrickSession5 02.tom derrick
Session5 02.tom derrick
 
Session5 01.rutger vankoert
Session5 01.rutger vankoertSession5 01.rutger vankoert
Session5 01.rutger vankoert
 
Session4 04.senka drobac
Session4 04.senka drobacSession4 04.senka drobac
Session4 04.senka drobac
 
Session3 04.arnau baro
Session3 04.arnau baroSession3 04.arnau baro
Session3 04.arnau baro
 
Session3 03.christian clausner
Session3 03.christian clausnerSession3 03.christian clausner
Session3 03.christian clausner
 
Session3 02.kimmo ketunnen
Session3 02.kimmo ketunnenSession3 02.kimmo ketunnen
Session3 02.kimmo ketunnen
 
Session3 01.clemens neudecker
Session3 01.clemens neudeckerSession3 01.clemens neudecker
Session3 01.clemens neudecker
 
Session2 04.ashkan ashkpour
Session2 04.ashkan ashkpourSession2 04.ashkan ashkpour
Session2 04.ashkan ashkpour
 
Session2 03.juri opitz
Session2 03.juri opitzSession2 03.juri opitz
Session2 03.juri opitz
 
Session2 02.christian reul
Session2 02.christian reulSession2 02.christian reul
Session2 02.christian reul
 
Session2 01.emad mohamed
Session2 01.emad mohamedSession2 01.emad mohamed
Session2 01.emad mohamed
 

Último

How to convert PDF to text with Nanonets
How to convert PDF to text with NanonetsHow to convert PDF to text with Nanonets
How to convert PDF to text with Nanonetsnaman860154
 
Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...
Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...
Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...HostedbyConfluent
 
The Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptxThe Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptxMalak Abu Hammad
 
Scaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationScaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationRadu Cotescu
 
🐬 The future of MySQL is Postgres 🐘
🐬  The future of MySQL is Postgres   🐘🐬  The future of MySQL is Postgres   🐘
🐬 The future of MySQL is Postgres 🐘RTylerCroy
 
Breaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path MountBreaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path MountPuma Security, LLC
 
[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdfhans926745
 
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhi
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | DelhiFULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhi
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhisoniya singh
 
Injustice - Developers Among Us (SciFiDevCon 2024)
Injustice - Developers Among Us (SciFiDevCon 2024)Injustice - Developers Among Us (SciFiDevCon 2024)
Injustice - Developers Among Us (SciFiDevCon 2024)Allon Mureinik
 
A Call to Action for Generative AI in 2024
A Call to Action for Generative AI in 2024A Call to Action for Generative AI in 2024
A Call to Action for Generative AI in 2024Results
 
08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking MenDelhi Call girls
 
CNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of ServiceCNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of Servicegiselly40
 
Swan(sea) Song – personal research during my six years at Swansea ... and bey...
Swan(sea) Song – personal research during my six years at Swansea ... and bey...Swan(sea) Song – personal research during my six years at Swansea ... and bey...
Swan(sea) Song – personal research during my six years at Swansea ... and bey...Alan Dix
 
Google AI Hackathon: LLM based Evaluator for RAG
Google AI Hackathon: LLM based Evaluator for RAGGoogle AI Hackathon: LLM based Evaluator for RAG
Google AI Hackathon: LLM based Evaluator for RAGSujit Pal
 
Boost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivityBoost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivityPrincipled Technologies
 
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking MenDelhi Call girls
 
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 3652toLead Limited
 
Salesforce Community Group Quito, Salesforce 101
Salesforce Community Group Quito, Salesforce 101Salesforce Community Group Quito, Salesforce 101
Salesforce Community Group Quito, Salesforce 101Paola De la Torre
 
Kalyanpur ) Call Girls in Lucknow Finest Escorts Service 🍸 8923113531 🎰 Avail...
Kalyanpur ) Call Girls in Lucknow Finest Escorts Service 🍸 8923113531 🎰 Avail...Kalyanpur ) Call Girls in Lucknow Finest Escorts Service 🍸 8923113531 🎰 Avail...
Kalyanpur ) Call Girls in Lucknow Finest Escorts Service 🍸 8923113531 🎰 Avail...gurkirankumar98700
 
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...Neo4j
 

Último (20)

How to convert PDF to text with Nanonets
How to convert PDF to text with NanonetsHow to convert PDF to text with Nanonets
How to convert PDF to text with Nanonets
 
Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...
Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...
Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...
 
The Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptxThe Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptx
 
Scaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationScaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organization
 
🐬 The future of MySQL is Postgres 🐘
🐬  The future of MySQL is Postgres   🐘🐬  The future of MySQL is Postgres   🐘
🐬 The future of MySQL is Postgres 🐘
 
Breaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path MountBreaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path Mount
 
[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf
 
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhi
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | DelhiFULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhi
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhi
 
Injustice - Developers Among Us (SciFiDevCon 2024)
Injustice - Developers Among Us (SciFiDevCon 2024)Injustice - Developers Among Us (SciFiDevCon 2024)
Injustice - Developers Among Us (SciFiDevCon 2024)
 
A Call to Action for Generative AI in 2024
A Call to Action for Generative AI in 2024A Call to Action for Generative AI in 2024
A Call to Action for Generative AI in 2024
 
08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men
 
CNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of ServiceCNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of Service
 
Swan(sea) Song – personal research during my six years at Swansea ... and bey...
Swan(sea) Song – personal research during my six years at Swansea ... and bey...Swan(sea) Song – personal research during my six years at Swansea ... and bey...
Swan(sea) Song – personal research during my six years at Swansea ... and bey...
 
Google AI Hackathon: LLM based Evaluator for RAG
Google AI Hackathon: LLM based Evaluator for RAGGoogle AI Hackathon: LLM based Evaluator for RAG
Google AI Hackathon: LLM based Evaluator for RAG
 
Boost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivityBoost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivity
 
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
 
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
 
Salesforce Community Group Quito, Salesforce 101
Salesforce Community Group Quito, Salesforce 101Salesforce Community Group Quito, Salesforce 101
Salesforce Community Group Quito, Salesforce 101
 
Kalyanpur ) Call Girls in Lucknow Finest Escorts Service 🍸 8923113531 🎰 Avail...
Kalyanpur ) Call Girls in Lucknow Finest Escorts Service 🍸 8923113531 🎰 Avail...Kalyanpur ) Call Girls in Lucknow Finest Escorts Service 🍸 8923113531 🎰 Avail...
Kalyanpur ) Call Girls in Lucknow Finest Escorts Service 🍸 8923113531 🎰 Avail...
 
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
 

Bne impact ocr_part1