Document Image Processing and its Applications

( 04th Sept-08th Sep, 2018)

Venue: Indian Institute of Technology Roorkee


Last Date for Registration: August 30th, 2018


Eligibility: Faculty/PhD/Research Scholars of engineering/technical institutions and persons from Govt. departments/labs and industry.


Experts from Academia/Industry: Dr. P. P. Roy (IITR), Dr. Balasubramanian Raman (IITR)

Why DIP?

With the evolution of mobile devices and fast computers, an increasing interest has been fostered in document image analysis. With many paper documents being sent and received via fax machines and being stored digitally in large document databases, the interest grew to do more with these images than simply view and print them. In multi-lingual and multi-script countries like India, information communication using multiple languages/scripts is quite common. Due to complex nature of Indic scripts, recognition of such scripts is required for automation of Indic documents. This course will discuss the techniques of document image processing and its real-world applications in industry.


Objective of the Course

  • To familiarize the participants with some basic document image processing and techniques & their applications.
  • Several software libraries and data set publicly available will be used to illustrate the application of these algorithms.
  • The course aims to provide both an objective overview and an in-depth analysis of the state-of-the-art of the document analysis systems.
  • It will cover both theoretical and practical aspects of real problems of document image processing, as well as examples of successful applications.
  • Motivate participants through case studies to understand the practical problems.
  • Training with the recent developments of Document Image Processing in industries.
  • Benefits and Outcomes of the Course

  • The program would help the participants to understand the key concepts of document image processing.
  • Participants would also acquire the skills needed to work with the problems of feature extraction methods designed for character recognition.
  • Demonstrations of deep learning techniques developed for document image processing.
  • Demonstrations of popular software will be done by the expert.
  • Interaction with experts will be established with possible collaborations.

  • Course Program

  • The program is split into lectures and labs sessions.
  • Hands-on experience on basic & advanced-level topics.
  • Interaction & learning with experts from academia & industry.
  • Certificates to the participants by E&ICT Academy IITR.

  • Course Content:
  • Basic principles of Optical Character Recognition (OCR) and document understanding.
  • Graphics recognition.
  • Word spotting in document images.
  • Historical document analysis.
  • Text detection in natural scene images.
  • Indic Handwriting Recognition.
  • Online Handwriting Recognition.
  • Deep Learning for Document Image Processing.
  • Applications of document image processing transferred to Industry.
  • Important Details

    Last Date for Registration:
    August 30th, 2018
    Seats
    40 seats on first-cum-first-serve basis
    Duration
    5 days, 40 hours
    Food and Accommodation
    Free of cost inside the IITR campus. No travel allowance will be provided.
    Registration Fee
    Faculty Members/Research scholars: Rs. 2,500/-
    Persons from Industry: Rs. 3,000/-
    Payment Details
    Demand draft drawn in favour of "Dean SRIC IIT Roorkee" payable at Roorkee
    How to Apply
    You can apply online by click here to fill-up the application form OR you can download offline form and email scanned copy to eict@iitr.ac.in
    Contact Details
    Dr. Sanjeev Manhas (P.I., E&ICT Academy, ECE Dept, IITR)
    Dr. Partha Partim Roy (Local co-ordinator, Assistant Prof. CSE Dept, IITR)
    Dr. Balasubramanian Raman (Local co-ordinator, Associate Prof. CSE Dept, IITR)
    eict@iitr.ac.in, eictiitr@gmail.com
    Tel: +91-7078627392, +91-1332-286457

    A hard copy of the application form along with Demand Draft must reach to the following address: Mr. Prateek Sharma, EICT Academy, ECE Department, IIT Roorkee, Uttarakhand 247667.


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