The MS (Engg.) by Research in Visual Intelligence at KLE Tech is designed for R&D professionals and aspiring researchers looking to explore the frontiers of AI, Computer Vision, and Deep Learning. Launched in 2020–21, this industry-driven research program enables scholars to work at the intersection of academic rigor and real-world application.
The curriculum blends structured coursework with an extensive thesis component, encouraging innovations in multimodal learning, XR, 2D/3D data processing, and more. The program is structured for part-time scholars, making it ideal for working professionals from organizations like Bosch and Docketrun, who pursue either course modules or thesis research based on their academic progress.
|
No.
|
Researchers
|
Research Domains
|
|---|---|---|
|
01
|
Dr. Uma Mudenagudi, Professor, SoECE
|
Computer Vision and ML/DL
|
|
02
|
Dr. Meena S M, Professor, SoCSE
|
Optimization of AI/ML
|
|
03
|
Dr. Sujatha C, Professor, SoCSE
|
Video Processing and ML/DL
|
|
04
|
Dr. Satyadhyan C, Professor, SoCSE
|
HPC / ML/DL
|
|
05
|
Dr. Ujwala Patil, Professor, SoECE
|
Visual Intelligence
|
|
06
|
Dr. Uma Neeli, Assoc. Professor, Dept of Mathematics
|
Mathematics
|
| Semester | Course Code | Course Name | Type | Credits | ISA | ESA | Duration |
| I | 20ECSB701 / 20EECB701 | Linear Algebra | B (MOOC) | 4-0-0 | 50 | 50 | 3 hrs |
| 20ECSC701 / 20EECC701 | Machine Learning | PC | 3-0-1 | 50 | 50 | 3 hrs | |
| II | 20ECSR701 / 20EECR701 | Research Methodology | R | 2-0-2 | 50 | 50 | 3 hrs |
| 20ECSC702 / 20EECC702 | Fundamentals of Image and Video Processing | PC | 3-0-1 | 50 | 50 | 3 hrs | |
| III | 20ECSC703 / 20EECC703 | Optimization Techniques | PC | 3-0-1 | 50 | 50 | 3 hrs |
| 20ECSE701 / 20EECE701 | Elective | E (MOOC) | 3-0-1 | 50 | 50 | 3 hrs | |
| 20EECP701 / 20ECSP701 | Thesis Phase-1 | PC | 0-0-10 | 50 | 50 | 1 hr | |
| IV | 20EECP702 / 20ECSP702 | Thesis Phase-2 | PC | 0-0-15 | 50 | 50 | 1 hr |
| V | 20EECP703 / 20ECSP703 | Thesis Phase-3 | PC | 0-0-20 | 50 | 50 | 1 hr |
| VI | 20EECP704 / 20ECSP704 | Thesis Phase-4 | PC | 0-0-20 | 50 | 50 | 1 hr |
Total Credits: 89
Legend: B – Basic Science | PC – Program Core | R – Research | E – Elective
|
No.
|
Year-1
|
Year-2
|
Year-3
|
|||
|---|---|---|---|---|---|---|
|
|
I sem
|
II sem
|
III sem
|
IV sem
|
V sem
|
VI sem
|
|
Part-1
Course work
|
Dr. Meena S M, Professor, SoCSE
Course work 6 courses, 2 per sem
|
|
|
|||
|
Part-2
Thesis work
|
Selection of research domain, Reading SOTA, getting familiarity with the terminologies.
|
Selection of research area, Literature survey, Identifying gaps.
|
Literature survey, formulating the research problem statement and defining objectives
|
Working on objectives, indexed publication, thesis submission, and final viva voce.
|
||
| Part A | part B | part C | |
| ESA Marks: 100 Duration: 3hrs | SIX questions of 5 Marks each(covering entire course content) | FIVE questions of 10 Marks each(covering entire course content) | ONE question of 20 Marks(covering entire course content) |
| 6X5=30 | 5X10=50 | 1X20=20 |
