Get updates on Eligibility, Admission, Placements Fees Structure
Quick Facts
| Medium Of Instructions | Mode Of Learning | Mode Of Delivery |
|---|---|---|
| English | Self Study | Video and Text Based |
Course Overview
The primary aim of the online programme is to make the applicants familiar with the rudimentary concepts and issues related to image processing and computer vision. The course on Computer Vision and Image Processing- Fundamentals and Application by Swayam acts as an introduction to the domain of computer vision by providing detailed I information about- image formation in camera, extraction features, radiometric models of image formation, image fusion, imagine registration, scene understanding, image classification and others.
The twelve week online session will be emphasizing more on engineering computer science and help students develop all the necessary skills that will help them in the software industries. With the skills learnt in the course the candidates will be able to develop computer vision apps. After completing the online certification course the students will also be able to solve the concepts that are related to real-world problems. Also, this FDP programme has been approved by AICTE.
The Highlights
- Certificate by Swayam
- Course partnered by IIT Guwahati
- Government recognised certificate
- AICTE approved FDP course
- 12 weeks programme
- Course level- postgraduate/undergraduate
Programme Offerings
- assignments
- Lectures
- videos
- Case Studies
- Self-assessment
- Reading Material
- test
- Quiz
Courses and Certificate Fees
| Fees Informations | Certificate Availability | Certificate Providing Authority |
|---|---|---|
| INR 1000 | yes | IIT Guwahati (IITG) |
- The Computer Vision and Image Processing- Fundamentals and Application fee for getting registered is free.
- Rs,1,000/- needs to be deposited by the students for seating in the examination and getting the certificate.
Computer Vision and Image Processing- Fundamentals and Application Course Fee
Particulars | Amount |
Registration fee | Free |
Examination fee | Rs.1,000/- |
Eligibility Criteria
Education
The students need to have pre-existing knowledge in the subject of- random process, matrix algebra, linear algebra and coordinate geometry before applying the Computer Vision and Image Processing- Fundamentals and Application training.
Certification Qualification Details
The Computer Vision and Image Processing- Fundamentals and Application certification will be given to candidates if they fulfill the key requirements of Swayam. The candidates have to appear for an end term examination by paying a specific fee amount. In this exam, they need to secure a minimum 75% out of 100 and must get an average 25% in 8 out of 12 assignments. Thereafter they will get the certificate of completion for Computer Vision and Image Processing- Fundamentals and Application online course.
What you will learn
The applicants in the Computer Vision and Image Processing- Fundamentals and Application programme will learn about the following-
- Students will be learning about the fundamental concepts that are involved in image formations.
- Candidates will study about image processing concepts.
- The methods of image transformation and enhancement will be covered by the applicants.
- The process of texture descriptors and colour features will be taught to the applicants.
- The Computer Vision and Image Processing- Fundamentals and Application certification syllabus includes the chapter of edges and boundaries
- Participants will have their skills increased in the subject of stereo vision setup.
- The candidates in the online course will have their knowledge increased in the domain of radiometry.
- Students will also learn about the mechanisms of object boundary.
- The topic of invariant feature transformation will also be taught to all the registered candidates,
- The image descriptors and its features will be learned by the students in the programme.
Who it is for
The Computer Vision and Image Processing- Fundamentals and Application training will prove beneficial for the following candidates-
Students who are currently enrolled in UG courses and want to receive a certificate from the government can apply for the programme.
Application Details
For getting enrolled in the Computer Vision and Image Processing- Fundamentals and Application online course the students need to follow the given steps-
Step 1: The provided URL has to be visited by the students- https://onlinecourses.nptel.ac.in/noc22_ee48/preview
Note- As of now the course is under process hence the application process is closed. The students can also contact the management for details.
The Syllabus
- Introduction and Goals of Computer Vision and Image Processing
- Image Formation Concepts
- Radiometry
- Geometric Transformations
- Geometric Camera Models
- Camera Calibration
- Image Formation in a Stereo Vision Setup
- Image Reconstruction from a Series of Projections
- Image Transforms
- Image Transforms
- Image Enhancement
- Image Filtering
- Colour Image Processing
- Image Segmentation
- Texture Descriptors
- Colour Features
- Edges/Boundaries
- Object Boundary
- Shape Representations
- Interest or Corner Point Detectors
- Histogram of Oriented Gradients
- Scale Invariant Feature Transform
- Speeded up Robust Features
- Saliency
- Linear Regression
- Basic Concepts of Decision Functions
- Elementary Statistical Decision Theory
- Parameter Estimation
- Clustering for Knowledge Representation
- Dimension Reduction
- Linear Discriminant Analysis
- Artificial Neural Network for Pattern Classification
- Convolutional Neural Networks
- Autoencoder
- Gesture Recognition
- Motion Estimation and Object Tracking
- Programming Assignments
Instructors
IIT Guwahati (IITG) Frequently Asked Questions (FAQ's)
To apply for the course the applicants need to have knowledge in the topic of- Coordinates geometry, linear algebra, Random process and Matrix algebra.
In the programme the industries supported are- software industries that create computer visions.
The total time taken to complete Computer Vision and Image Processing- Fundamentals and Application programme is 12 weeks.
The Computer Vision and Image Processing- Fundamentals and Application fee for registration is free.
The Computer Vision and Image Processing- Fundamentals and Application certification will be provided to all the students after they appear for the exam.
The students who are undertaking PhD, UG and PG courses can apply for the online training.
For the Computer Vision and Image Processing- Fundamentals and Application training the instructors are from the faculty of the Indian Institute of Technology Guwahati.
Yes, the Computer Vision and Image Processing- Fundamentals and Application online course has an online joining procedure.
The details about the Computer Vision and Image Processing- Fundamentals and Application certification syllabus can be easily accessed on the website.