Education

  • Ph.D. 2012

    Ph.D. in Document Image Analysis

    Under the supervision of Dr. Thomas M. Breuel and Prof. Dr. Prof. h.c. Andreas Dengel

    Image Understanding and Pattern Recognition (IUPR) Group

    Technical Univeristy of Kaiserslautern, Germany

  • M.Engg.2006

    Masters of Engineering in Computer Systems

    NED University of Engineering and Technology, Karachi, Pakistan

  • B.E.2003

    Bachelor of Engineering in Computer Systems

    NED University of Engineering and Technology, Karachi, Pakistan

Honors and Awards

  • 2017
    DB (German Railways) Competition Winner
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    Deutsche Bahn – DB (German Railways) organized an open challenge/competition for a business document analysis use case (challenge details). Different commercial companies and research groups from all over Germany participated in the challenge. My team at DFKI won the challenge. The prototype – DOCument-investigaTOR (DOC-TOR) can be seen here. It is a generic product and can be adapted for any business document analysis use case.
  • 2016
    Galilio Program (German TV Channel ProSieben) Interview about Document Processing
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    Short-Clip of "Galilio" Program (German TV Channel ProSieben) about "Artificial Intelligence" (Deutsch: Künstliche Intelligenz). I was explaining very basics of text extraction from documents (OCR). The full episode showed different other aspects of Artificial Intelligence around DFKI (German Research Center for Artificial Intelligence) Centers. Full episode link: bit.ly/Galilio_Pro7_AI Image
  • 2015
    News Article in "Contact Management Magazine" about Eye-Tracking for Reading
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    "Eye-tracking technology is making text-reading more interactive and fun". The initiative is taken by Prof. Andreas Dengel a number of years ago, and named it as"Text 2.0" [the initial framework can be seen here: http://tinyurl.com/text2-0]. For more than one year, I have been working on the new era of Text 2.0 in DFKI with other colleagues. In this regards, an article is published in "Contact Management Magazine" July'16.
  • 2015
    News Article in "DIE RHEINPFALZ": "anyOCR" for Historical Documents
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    A News article was published in "DIE RHEINPFALZ" newspaper about my anyOCR for historical document images.
  • 2015
    Interview in Newsletter of "International Association of Pattern Recognition (IAPR)" - "IAPR...The Next Generation"
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    My interview was published in the newsletter of "International Association of Pattern Recognition (IAPR)" in the section of "IAPR...The Next Generation".
  • 2014
    Best Paper Award - DAS 2014
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    Rheinpfalz_News.jpg
    The best paper award in 11th IAPR International Workshop on Document Analysis System, DAS, 2014, which is one of the best workshops in document analysis community. Paper: "Business Forms Classification using Earth Mover's Distance".
  • 2012
    Best Paper Award - ICFHR 2012
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    The best paper award in XIII International Conference on Frontiers in Handwritten Recognition, ICFHR, 2012, which is one of the best conferences in document analysis community. Paper: "Layout Analysis for Arabic Historical Document Images using Machine Learning".
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    Kallimachos: End-to-End Document Analysis for Historical Documents (Latin/Fraktur/French scripts)

    Kallimachos.de

    Funded-By: Federal Ministry of Education and Research (BMBF) Germany

    Duration: 2015 - 2017 (DFKI)

    Digitization of 15th Century European Books Archives in differnt languages (Latin, French, German, etc.) into searchable text (OCR). Developing a complete end-to-end document processing pipeline which includes, preprocessing, layout analysis and OCR. The main challenges are: image degradation and historical (unavailable) fonts.

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    Archistant (METIS): Knowledge-Based Search and Query Methods for Accessing Information in Semantic Models (Building Information Model - BIM) for Research in Early Design Phases.

    http://www.dfki.uni-kl.de/archistant/

    Funded-By: DFG - German Research Foundation

    Duration: 2013 - 2016 (DFKI)

    The next-generation End-to-End Solution for Architects During Early Design Phases. While most of the established tools in architecture focus on creating concrete floorplans, Archistant supports the architect in developing ideas and getting inspiration.

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    HyperMind: Towards an Intelligent School Textbook

    http://uedu.uni-kl.de/arbeitsfelder/arbeitsfeld-01/hypermind/

    Funded-By: Federal Ministry of Education and Research (BMBF) Germany

    Duration: 2016 - 2018 (DFKI)

    The intelligent and anticipated physics book, which we are developing in the HyperMind project with the help of sensors like eye trackers, Infrared cameras, etc., will become a dynamically adaptive personal textbook and enable individual learning. The combination of a digital textbook with activity detection (for example workload, understanding, and interests of students) offers the possibility of dynamically generated content individually for each student to verify demand for specific content.

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    Water Resource Management (WaRM): Smart Irrigation for Agricultural areas of Pakistan

    http://kfrlab.com/smartirrigation/

    Funded-By: DAAD - Deutsch-Pakistanische Forschungskooperationen

    Duration: 2016 - 2018 (DFKI)

    Pakistan's principal natural resources are cultivable land and water. Agriculture accounts for 25% of GDP and employs about 50% of the labor force. The hundred years old canal based irrigation system is inefficient and incompatible, and wastes about 50% of 105 maf water. The goal of this project is to develop a smart irrigation system that not only saves water but also increase growth.

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    Be-Greifen: Interactive Experiments for More Practice in Studying Physics.

    http://www.technik-zum-menschen-bringen.de/projekte/be-greifen

    Funded-By: Federal Ministry of Education and Research (BMBF) Germany

    Duration: 2016 - 2019 (DFKI)

    In the STEM (Science, Technology, Engineering, and Mathematics) subjects there is a great demand for specialists. In addition, the rate of study breaks is especially high in these subjects mainly because of difficulty in understanding practical problems. In this project we have been developing intelligent and interactive setup (using eye tracking and head mounted displays) to inspire students towards STEM studies through presenting the practical learning examples as clear, simple and interactive as possible.

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    Doc-Tor: DOCument-investigaTOR for Business Scenarios

    http://dok-tor.com/

    Funded-By: DFKI’s Own Project

    Duration: 2016 - 2018 (DFKI)

    Introducing a generic digital mail-room web-service DOC-TOR (Document Investigator) that defines a complete automated process of document analysis for various different business use cases (like forms, invoices, emails as well as legal, technical and heterogeneous documents) and personal use cases. It is equipped with cutting edge document processing, classification and information extraction techniques.

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    OCRopus: OCR System

    http://code.google.com/p/ocropus/

    Funded-By: Google + Uni-KL + DFKI

    Duration: 2007 - Till-Date (DFKI)

    The OCRopus project is an on-going effort to create a high-performance OCR system for both printed and handwritten text, and to develop novel and robust algorithms for document image preprocessing, page segmentation, text recognition, and statistical language modeling.

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    DECAPOD: A Low-Cost Document/Book Digitization Solution

    https://sites.google.com/site/decapodproject/

    Funded-By: The Andrew W. Mellon Foundation

    Duration: 2009 - 2011 (Uni-KL)

    Decapod is a project focused on building a low-cost digitization solution that will allow for rare materials, materials held in collections without large budgets, and other scholarly content to be digitized into a high-quality PDF format. This project will work to incorporate the hardware and software necessary to accomplish this goal.

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    MARUP: MApping RUral Pakistan

    https://www.sites.google.com/a/iupr.com/map-digitization/

    Funded-By: DAAD - Deutsch-Pakistanische Forschungskooperationen

    Duration: 2012 - 2014 (Uni-KL)

    A substantial impediment to socio-economic development, good governance and effective decision-making for rural Pakistan is the absence of administrative, demographic and thematic maps. From official products of Survey of Pakistan to crowd-sourced Google Maps, rural Pakistan mostly is a large empty void. Detailed maps that can support decision-making are simply non-existent, thus limiting capacity across government departments for tasks such as locating a new school, coordinating response to natural disasters or simply comparing indicators across communities. The colonial-era village maps, hand-drawn through field surveys decades ago, are stored in district record rooms across the provinces, and contain detailed mapping of each mauza and its land parcels. The project presented a practical solution to change this state of affairs, through scalable and automatic vectorization and mosaicing of these old colonial-era village (mauza) maps. .

2017

54. Semantic Pattern-Based Retrieval of Architectural Floor Plans with Case-Based and Graph-Based Searching Techniques and their Evaluation and Visualization

Qamer uddin Sabri, Johannes Bayer, Viktor Ayzenshtadt Syed Saqib Bukhari, Klaus-Dieter Althof, Andreas Dengel
Conference PaperThe 6th International Conference on Pattern Recognition Applications and Methods, Porto, Portugal, 2017.

53. Which Saliency Detection Method is the Best to Estimate the HumanAttention for Adjective Noun Concepts?

Marco Stricker, Syed Saqib Bukhari, Mohammad Al Naser, Saleh Mozafari, Damian Borth, Andreas Dengel
Conference PaperThe 9th International Conference on Agents and Artificial Intelligence, Porto, Portugal, 2017.

2016

52. anyOCR: A Sequence Learning Based OCR System for Unlabeled Historical Documents

Martin Jenckel, Syed Saqib Bukhari, Andreas Dengel
Conference Paper 23rd International Conference on Pattern Recognition, ICPR’16, Mexico, 2016.

51. A Tesseract-Based OCR Framework For Historical Documents Lacking Ground-Truth Text

Brennan Nunamaker, Syed Saqib Bukhari, Damian Borth, Andreas Dengel
Conference Paper International Conference on Image Processing, ICIP’16, USA, 2016

50. OCRoRACT: A Sequence Learning OCR System Trained on Isolated Characters

Syed Saqib Bukhari, Adnan UlHasan, Andreas Dengel
Conference Paper12th IAPR Workshop on Document Analysis Systems, DAS16, Greece, 2016

49. Meaningless Text OCR Model for Medieval Script

Syed Saqib Bukhari, Adnan UlHasan, Andreas Dengel
Conference Paper2nd International Conference on Natural Sciences and Technology in Manuscript Analysis, Germany, 2016.

48. Clustering Benchmark for Characters in Historical Documents

Martin Jenckel, Syed Saqib Bukhari, Andreas Dengel>
Conference Paper12th IAPR Workshop on Document Analysis Systems, DAS16, Greece, 2016.

47. What You See is What You Get? Automatic Image Verification for Online News Content

Sarah Elkasrawi, Ahmed Abdelsamad, Syed Saqib Bukhari, Andreas Dengel
Conference Paper12th IAPR Workshop on Document Analysis Systems, DAS16,, Greece 2016.

46. How Cardiologists Reads X-Ray Videos in Minimally Invasive Catheter-Mediated Interventions?

Mohammad Al-Naser, Syed Saqib Bukhari, Peter Lanzer, Andreas Dengel
Conference Paper18th International Conference on Human-Computer Interaction with Mobile Devices and Services, MobileHCI16, Italy, 2016.

45. A Study on Representational Competence in Physics Using Mobile Remote Eye Tracking Systems

Seyyed Saleh Mozaffari Chanijani, Pascal Klein, Syed Saqib Bukhari, Jochen Kuhn, Andreqas Dengel
Conference Paper18th International Conference on Human-Computer Interaction with Mobile Devices and Services, MobileHCI16, Italy, 2016.

44. An Eye Movement Study on Scientific Papers Using Wearable Eye Tracking Technology.

Saleh Mozafar, Mohammad Al-Naser, Syed Saqib Bukhari, Damian Borth, Andreas Dengel
Conference PaperThe 9th International Conference on Mobile Computing and Ubiquitous Networking, ICMU, Germany, 2016.

43. Thinking With Containers: A Multi-Agent Retrieval Approach for the Case-Based Semantic Search of Architectural Designs

Viktor Ayzenshtadt, Christoph Langenhan, Syed Saqib Bukhari, Klaus-Dieter Althof, Frank Petzold, Andreas Dengel
Conference PaperThe 8th International Conference on Agents and Artificial Intelligence (ICAART16), Italy, 2016.

42. Entropy based Transition Analysis of Eye Movement on Physics Representational Competence.

Seyyed Saleh Mozaffari Chanijani, Pascal Klein, Syed Saqib Bukhari, Jochen Kuhn, Andreas Dengel
Conference PaperThe ACM International Joint Conference on Pervasive and Ubiquitous Computin, UbiComp’16, Germany, 2016.

41. Towards an Intelligent Textbook: Eye Gaze based Attention Extraction on Materials for Learning and Instruction in Physics.

Shoya Ishimaru,Syed Saqib Bukhari, Carina Heisel, Jochen Kuhn, Andreas Dengel
Conference Paper The 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing, UbiComp'16 Adjunct, pp. 1041-1045, Germany, 2016.

40. Ontology-based Communication Architecture Within a Distributed Case-Based Retrieval System for Architectural Designs.

Viktor Ayzenshtadt, Klaus-Dieter Althoff, Syed Saqib Bukhari, Andreas Dengel, Ada Mikyas
Conference PaperLernen. Wissen. Daten. Analysen, LWDA’16, Germany, 2016.

2015

39. An Eye Tracking Study of Representational Competence in Physics Problem Solving

Seyyed Saleh Mozaffari Chanijani, Syed Saqib Bukhari, Andreas Dengel
Conference PaperThe 7th Scandinavian Workshop on Eye Tracking, SWAET, June 19-21, Turku, Finland, 2016.

38. Visual Appearance based Document Classification Methods: Performance Evaluation and Benchmarking

Syed Saqib Bukhari and Andreas Dengel
Conference Paper13th International Conference on Document Analysis and Recognition, ICDAR’15, France, 2015.

37. Migrating the Classical Pen-and-Paper based Conceptual Sketching of Architecture Plans Towards Computer Tools Prototype Design and Evaluation.

Syed Saqib Bukhari, Andreas Dengel, Johannes Bayer, Christoph Langenhan, Klaus-Dieter Althoff, Frank Petzold, Marcus Liwicki
Conference PaperEleventh IAPR International Workshop on Graphics Recognition – 22-23 August 2015, Nancy, France

36. Robust Object Recognition in Wearable Eye Tracking System

Mustafa AlShdaifat, Syed Saqib Bukhari, Takumi Toyama, Andreas Dengel
Conference PaperThe 3rd IAPR Asian Conference on Pattern Recognition (ACPR2015), Malaysia, 2015.

35. Distributed Domain Model for the Case-Based Retrieval of Architectural Building Designs.

Viktor, Christoph, Syed Saqib Bukhari, Klaus-Dieter, Frank, Andreas
Conference PaperThe 20th UK Workshop on Case-Based Reasoning (UKCBR15), 2015.

34. Analysis of Text Layout Quality using Wearable Eye Trackers

Seyyed Saleh Mozaffari Chanijani, Syed Saqib Bukhari, Andreas Dengel
Conference PaperThe IEEE International Conference on Multimedia & Expo Workshops (ICMEW15), Turin, pp. 1-6, 2015.

33. What Makes a Beautiful Landscape Beautiful: Adjective Noun Pairs Attention by Eye-Tracking and Gaze Analysis

Mohammad Al-Naser, Seyyed Saleh Mozaffari Chanijani, Syed Saqib Bukhari, Damian Borth, Andreas Dengel
Conference Paper In ACM Proceedings of the 1st International Workshop on Affect and Sentiment in Multimedia (ASM), 2015.

32. An Eye Movement Study on the Effect of Graphic Representations and the Aesthetics of Text Layout in Physics Problem Solving

Seyyed Saleh Mozaffari Chanijani, Syed Saqib Bukhari, Andreas Dengel
Conference PaperInternational Workshop on Reading in the Forest, TU Kaiserslautern, 2015

2014

31. Business Forms Classification using Earth Mover's Distance

Syed Saqib Bukhari, Markus Ebbecke and Michael Gillmann
Conference Paper11th IAPR Workshop on Document Analysis Systems, DAS’14. Tours - Loire Vally, France, April 2014. [The Best Paper Award].

2013

30. Coupled Snakelets for Curled Text-Line Segmentation from Warped Document Images.

Syed Saqib Bukhari, Faisal Shafait, Thomas M. Breuel
Journal PaperInternational Journal on Document Analysis and Recognition, IJDAR'13, Volume 16, Number 1, Mar 2013, pp 33-53

29. Towards Generic Text-Line Extraction

Syed Saqib Bukhari, Faisal Shafait, Thomas M. Breuel
Conference PaperThe 12th International Conference on Document Analysis and Recognition, ICDAR'13. Washungton, DC, USA, August 2013.

28. Final Report of GREC’3 Arc and Line Segmentation Contest

Syed Saqib Bukhari, Hasan S. M. Al-Khaffaf, Faisal Shafait, Mohd Azam Osma, Abdullah Z. Talib, and Thomas M. Breuel
Conference Paper10th IAPR International Workshop on Graphics Recognition - GREC'13, Lehigh University, USA - August 2013.

27. Robust Binarization of Stereo and Monocular Document Images Using Percentile Filter

M. Afzal, M. Kraemer, Syed Saqib Bukhari, F. Shafait, Thomas M. Breuel
Conference PaperThe 5th International Workshop, CBDAR'13, Washungton, DC, USA, August 2013.

2012

26. Layout Analysis of Arabic Script Documents.

Syed Saqib Bukhari
Book ChapterGuide to OCR for Arabic Scripts, Springer-Verlag, 2012.

25. Layout Analysis for Arabic Historical Document Images Using Machine Learning

Syed Saqib Bukhari, Abedelkadir Asi, Jihad El-Sana, Thomas M. Breuel
Conference PaperThe 13th International Conference on Frontiers in Handwriting Recognition, ICFHR'12, Bari, Italy, 2012. [The Best Student Paper Award].

24. Semi-Automated OCR Database Generation for Complex Scripts.

Adnan Ul-Hasan, Syed Saqib Bukhari, Sheikh Faisal Rashid, Faisal Shafait, Thomas Breuel
Conference PaperThe 21st International Conference on Pattern Recognition, ICPR'12, Japan, November 2012.

23. Robust Stereo Matching for Document Images Using Parameter Selection of Text-Line Extraction.

Muhammad Zeshan Afzal, Syed Saqib Bukhari, Faisal Shafait, Thomas Breuel
Conference PaperThe 21st International Conference on Pattern Recognition, ICPR'12, Japan, November 2012.

22. Robust Stereo Correspondence for Documents by Matching Connected Components of Text-Lines with Dynamic Programming.

Martin Kraemer, Muhammad Zeshan Afzal, Syed Saqib Bukhari, Faisal Shafait, Thomas M. Breuel
Conference PaperThe 21st International Conference on Pattern Recognition, ICPR'12, Japan, November 2012.

21. OCR-Free Table of Contents Detection in Urdu Books.

Adnan Ul Hasan, Syed Saqib Bukhari, Faisal Shafait, Thomas M. Breuel
Conference PaperThe 10th IAPR Workshop on Document Analysis Systems, DAS’12, Gold Coast, Australia, Mar. 2012.

20. Improvements to Uncalibrated Feature-based Stereo Matching for Document Images by using Text-Line Segmentation.

Muhammed Zeeshan Afzal, Martin Kraemer, Syed Saqib Bukhari, Faisal Shafait, Thomas M. Breuel
Conference PaperThe 10th IAPR Workshop on Document Analysis Systems, DAS’12, Gold Coast, Australia, Mar. 2012.

2011

19. Text-Line Extraction using a Convolution of Isotropic Gaussian Filter with a Set of Line Filters.

Syed Saqib Bukhari, Faisal Shafait, Thomas M. Breuel
Conference PaperThe 11th International Conference on Document Analysis and Recognition, ICDAR'11, Beijing, China, September 2011.

18. High Performance Layout Analysis of Arabic and Urdu Document Images.

Syed Saqib Bukhari
Conference PaperThe 11th International Conference on Document Analysis and Recognition, ICDAR'11, Beijing, China, September 2011.

17. An Image Based Performance Evaluation Method for Page Dewarping Algorithms using SIFT Features.

Syed Saqib Bukhari, Faisal Shafait, Thomas M. Breuel
Conference PaperThe 4th International Workshop on Camera-Based Document Analysis and Recognition, CBDAR’11, Beijing, China, Sep. 2011.

16. Border Noise Removal of Camera-Captured Document Images using Page Frame Detection.

Syed Saqib Bukhari, Faisal Shafait, Thomas M. Breuel
Conference PaperThe 4th International Workshop on Camera-Based Document Analysis and Recognition, CBDAR’11, Beijing, China, Sep. 2011.

15. The IUPR Dataset of Camera-Captured Document Images.

Syed Saqib Bukhari, Faisal Shafait, Thomas M. Breuel
Conference PaperThe 4th International Workshop on Camera-Based Document Analysis and Recognition, CBDAR’11, Beijing, China, Sep. 2011.

14. Decapod: A Flexible, Low Cost Digitization Solution for Small and Medium Archives.

Faisal Shafait, Michael P. Cutter, Joost van Beusekom, Syed Saqib Bukhari, Thomas M. Breuel
Conference PaperThe 4th International Workshop on Camera-Based Document Analysis and Recognition, CBDAR’11, Beijing, China, Sep. 2011.

13. Improved Document Image Segmentation Algorithm using Multiresolution Morphology.

Syed Saqib Bukhari, Faisal Shafait, Thomas M. Breuel
Conference PaperThe SPIE Document Recognition and Retrieval XVIII, DRR'11, San Francisco, CA, USA, Jan. 2011.

12. Document Image Segmentation using Discriminative Learning over Connected Components.

Syed Saqib Bukhari, Mayce I. A. Al-Azawi, Faisal Shafait, Thomas M. Breuel
Conference PaperThe 9th IAPR Workshop on Document Analysis Systems, DAS’10, Boston, MA, USA, June 2010.

2010

11. Performance Evaluation of Curled Textlines Segmentation Algorithms on CBDAR 2007 Dewarping Contest Dataset.

Syed Saqib Bukhari, Faisal Shafait, Thomas M. Breuel
Conference PaperThe International Conference on Image Processing, ICIP'10, Hong Kong, China 2010.

10. Performance Evaluation of Curled Textlines Segmentation Algorithms.

Syed Saqib Bukhari, Faisal Shafait, Thomas M. Breuel
Conference PaperThe 9th IAPR Workshop on Document Analysis Systems, DAS’10, Boston, MA, USA, 2010.

2009

9. Adaptive Binarization of Unconstrained Hand-Held Camera-Captured Document Images.

Syed Saqib Bukhari, Faisal Shafait, Thomas M. Breuel
Journal PaperJournal of Universal Computer Science, JUCS'09, 15(18):3343-3363, 2009.

8. Coupled Snakelet Model for Curled Textline Segmentation of Camera-Captured Document Images.

Syed Saqib Bukhari, Faisal Shafait, Thomas M. Breuel
Conference PaperThe 10th International Conference on Document Analysis and Recognition, ICDAR'09, Barcelona, Spain, 2009.

7. Script-Independent Handwritten Textlines Segmentation using Active Contours.

Syed Saqib Bukhari, Faisal Shafait, Thomas M. Breuel
Conference PaperThe 10th International Conference on Document Analysis and Recognition, ICDAR'09, Barcelona, Spain, 2009.

6. Textline Information Extraction from Grayscale Camera-Captured Document Images.

Syed Saqib Bukhari, Faisal Shafait, Thomas M. Breuel
Conference PaperThe International Conference on Image Processing, ICIP'09, Cairo, Egypt, 2009.

5. Ridges based Curled Textline Region Detection from Grayscale Camera-Captured Document Images.

Syed Saqib Bukhari, Faisal Shafait, Thomas M. Breuel
Conference PaperThe 13th International Conference on Computer Analysis of Images and Patterns, CAIP'09, vol. 5702 of Lecture Notes in Computer Science, Muenster, Germany, 2009.

4. Foreground-Background Regions Guided Binarization of Camera-Captured Document Images.

Syed Saqib Bukhari, Faisal Shafait, Thomas M. Breuel
Conference PaperThe 3rd International Workshop on Camera-Based Document Analysis and Recognition, CBDAR'09, Barcelona, Spain, 2009.

3. Dewarping of Document Images using Coupled-Snakes.

Syed Saqib Bukhari, Faisal Shafait, Thomas M. Breuel
Conference PaperThe 3rd International Workshop on Camera-Based Document Analysis and Recognition, CBDAR'09, Barcelona, Spain, 2009.

2. A Discriminative Learning Approach for Orientation Detection of Urdu Document Images.

Sheikh Faisal Rashid, Syed Saqib Bukhari, Faisal Shafait, Thomas M. Breuel
Conference PaperThe 13th IEEE International Multitopic Conference, INMIC’09, Islamabad, Pakistan, 2009.

2008

1. Segmentation of Curled Textlines using Active Contours.

Syed Saqib Bukhari, Faisal Shafait, Thomas M. Breuel
Conference PaperThe 8th IAPR Workshop on Document Analysis Systems, DAS’08, Nara, Japan, 2008.

Currrent Teaching

  • Present 2016

    Document and Content Analysis

    I have been teaching this Master level course in Technical Univeristy Kaiserslautern, which mainly includes the following topics: OCR, Document Layout Analysis, Information Extraction, Text Mining, etc.

  • Present 2016

    Computer Vision

    I have been teaching this bechalor level course in GUC Berlin, which mainly covers image processing, machine learning, and computer vision

Teaching History