Digital Image Processing using MATLAB

(18th Feb-22nd Feb, 2019)

Venue: Indian Institute of Technology Roorkee


Last Date for Registration: February 08th, 2019


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


Experts from Academia/Industry: Dr. Balasubramanian Raman (IIT Roorkee), Dr. Partha Pratim Roy (IIT Roorkee), Dr. Debi Prasad Dogra (School of Electrical Sciences, IIT Bhubaneshwar)

Principal Investigator (E&ICT Academy IIT Roorkee): Dr. Sanjeev Manhas

Why DIP using MATLAB?

Importance and necessity of digital image processing stems from two principal application areas: the first being the Improvement of pictorial information for human interpretation and the second being the Processing of a scene data for an autonomous machine perception. The human visual system does not perceive the world in the same manner as digital detectors, with display devices imposing additional noise and bandwidth restrictions. Salient differences between the human and digital detectors will be shown, along with some basic processing steps for achieving translation. Image processing must be approached in a manner consistent with the scientific method so that others may reproduce, and validate, one's results.


Objective of the Course

  • To introduce the participants the basics of Image Processing through MATLAB. In particular, the course will start from simple problems in perspective transformations, edge detection, image enhancement, image filtering, image segmentation, feature tracking and wavelet analysis.
  • To familiarize the participants with basic learning algorithms, techniques & their applications, as well as general questions.
  • Several software libraries in MATLAB and data sets publicly available will be used to illustrate the application of these algorithms.
  • The emphasis will be thus given on Digital Image Processing and Applications.
  • Training with the recent developments in Digital Image Processing.
  • Benefits and Outcomes of the Course

  • To understand the difficulties that the vision problem involves.
  • To design a simple vision system.
  • To Understand the various edge detectors.
  • To Implement several image filtering algorithms.
  • To Understand the different ways that the shape of an object can be recovered.
  • To understand the toolboxes of MATLAB Image Processing.
  • Hands-on experience in working with different software will be provided in Digital Image Processing.
  • Interaction with Academicians 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:
  • Introduction to Computer Vision.
  • Digital Images- The eye, Brightness, Image sampling, neighbors of pixels, distance.
  • Multiview Geometry-Stereo Vision, the correspondence problem; Algorithms for stereo matching.
  • Image Segmentation-Edge detection, Hough transform, Thresholding, Spatial and Frequency methods.
  • Frequency Domain Image Enhancements - 1D FT, Inverse, 2D FT, Filtering, Lowpass, Highpass, Unsharp, High-Boost, Use of FT, Fast FT.
  • Applications of Wavelets in image Processing.
  • Color Image Processing.
  • Morphological image processing.
  • Practicals using MATLAB.
  • Important Details

    Last Date for Registration:
    February 08th, 2019
    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. 1,000/-
    Persons from Industry: Rs. 1,500/-
    Payment mode (Read the instruction for payment)
    Offline: Demand draft drawn in favour of "Dean SRIC IIT Roorkee" payable at Roorkee
    Online: Click on the link (https://www.onlinesbi.com/prelogin/icollecthome.htm?corpID=365641)
    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. Balasubramanian Raman (Local Coordinator, E&ICT Academy, CSE Dept, IITR)
    Dr. Partha Pratim Roy (Local Coordinator, E&ICT Academy, CSE Dept, IITR)
    Dr. Sanjeev Manhas (P.I., E&ICT Academy, ECE 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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