Workshop on Computer Vision and Data Mining

Computer vision is a field that includes methods for acquiring, processing, analyzing, and understanding images and, in general, high-dimensional data from the real world in order to produce numerical or symbolic information, e.g., in the forms of decisions. Understanding in this context means the transformation of visual images (the input of retina) into descriptions of world that can interface with other thought processes and elicit appropriate action.

Computer vision has also been described as the enterprise of automating and integrating a wide range of processes and representations for vision perception.

Data mining is an interdisciplinary subfield of computer science. It is the computational process of discovering patterns in large data sets ("big data") involving methods at the intersection of artificial intelligence, machine learning, statistics, and database systems. The overall goal of the data mining process is to extract information from a data set and transform it into an understandable structure for further use.

Data mining is the analysis step of the "knowledge discovery in databases" process, or KDD.

This is just 2 days course content, if you need training content for Faculty Development Program or for 5/7/10/15/30/45/180 Days training, Click Here.

Introduction

  • Introduction

Image Processing for Computer Vision

  •  Linear image processing
  •  Frequency domain analysis

Camera Models and Views

  • Camera models
  • Stereo geometry
  • Camera calibration

Image Features

  •  Feature detection
  •  Feature descriptors

Lighting

  • Lightness
  • Shape from shading

Image Motion

  • Overview
  • Optical flow

Tracking

  • Introduction to tracking
  • Parametric models
  • Tracking considerations

Classification and Recognition

  • Introduction to recognition
  • Classification
  • Color spaces and segmentation
  • Binary morphology

Data Mining

  • Introduction to Data mining and its tools 
  • Data Pre –processing using Matlab 
  • Classification using Matlab 
  • Clustering using Matlab 
  • Association Rule Mining using Matlab

Research Issues in Data mining 

The Workshop content consists of an approximately equal mixture of lecture and hands-on lab. 

Recommendation: It is strongly recommended to bring your own LAPTOP during the training on which you can install and run programs if you would like to do the optional, hands-on experiments/exercises after the trainings/ workshops.

Certificates will be provided by ISO 9001:2008 certified I-Medita Learning Solutions Pvt. Ltd. Company which is registered with Ministry of Corporate Affairs for providing IT Trainings all over India and IBNC India which is a trademark championship that has already been executed in 106 Engineering colleges till March 2015.

  • Participation Certificate: Given to each candidate who participate in the workshop
  • Appreciation Certificate: Given to the College/ Institution who help in conducting the workshop.
  • Excellence Certificate: Given to the winner of the Zonal Center Championship.
  • Coordination Certificate: Given to those active & strong students and faculty coordinators who help in making the workshop and training successful.

IBNC Team gives you freedom to ask your relationship manager at IBNC India for certificate samples in advance so that you could be aware of the certificate you will be receiving before hand the trainings/workshops.

IBNC DVD to each participant to help them learn more about the workshop containing e books, presentations, videos and softwares after the training.

  • Lead trainer will also have supporting trainers with him/her so that they can help you fall in love with the technology.
  • We believe in learning with fun!
  • The skills we develop are those that employers within the industry are looking for.
  • Covering theoretical and practical concepts in such a way that it is fun to learn the technology and easy to make unique projects.
  • Your skills and certifications are recognized anywhere in the world your career takes you.
  • Successfully trained over 15000 students in India till now.
  • Watch video testimonials given by students: www.youtube.com/ibncindia.
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  • IBNC makes sure that you should get the full worth of the money you have paid during the trainings anywhere in India.

Please contact IBNC India Team to know more about careers in this technology.