PATTERN RECOGNITION AND COMPUTER VISION LAB
Introduction
The Pattern Recognition and Computer Vision (PRCV) Laboratory in the Department of Electronics and Communication Engineering provides practical exposure to techniques used for analyzing and interpreting visual and pattern-based data. The lab focuses on concepts such as image processing, feature extraction, pattern classification, object detection, and machine learning-based recognition systems. Students implement algorithms using tools like MATLAB and Python to perform tasks such as edge detection, image segmentation, and object recognition. The laboratory supports hands-on experiments, mini projects, and research activities, enabling students to apply theoretical concepts to real-world applications in areas such as biometrics, surveillance, healthcare imaging, robotics, and intelligent systems.
Course Objectives
| COB-1 |
Understand the in-depth concept of Pattern Recognition |
| COB-2 |
Implement Bayes Decision Theory |
| COB-3 |
Understand the in-depth concept of Perception and related Concepts |
| COB-4 |
Understand the concept of ML Pattern Classification |
Course Outcomes
| CO |
Statement |
Bloom’s Level |
| ML411P.1 |
Discuss various concepts of pattern recognition |
Understand, Remember |
| ML411P.2 |
Understanding various algorithms |
Understand, Create |
| ML411P.3 |
Explain and apply various computer vision techniques |
Apply, Evaluate |
| ML411P.4 |
Describe the concept of shape analysis and filtering |
Analyse, Evaluate |
CO-PO-PSO Mapping
| CO/PO |
PO1 |
PO2 |
PO3 |
PO4 |
PO5 |
PO6 |
PO7 |
PO8 |
PO9 |
PO10 |
PO11 |
PO12 |
PSO1 |
PSO2 |
| ML411P.1 |
3 |
2 |
2 |
3 |
3 |
– |
2 |
– |
– |
1 |
3 |
2 |
– |
– |
| ML411P.2 |
3 |
3 |
1 |
1 |
1 |
– |
1 |
1 |
– |
2 |
2 |
1 |
– |
– |
| ML411P.3 |
3 |
2 |
3 |
3 |
2 |
– |
2 |
– |
– |
2 |
3 |
1 |
– |
– |
| ML411P.4 |
1 |
2 |
3 |
2 |
2 |
– |
1 |
– |
– |
1 |
2 |
2 |
1 |
– |
Facilities
Operating System / Software
| Sr. No. |
Name |
Version |
| 1. |
Windows |
10 |
| 2. |
MATLAB |
2022B |
| 3. |
Jupyter |
Open Source |
Hardware
| Sr.No. |
Equipment Name |
Specification |
Quantity |
| 1. |
Computer |
Intel Core (i5), 4th gen, 2.90 GHz, RAM-16GB |
20 |
| 2. |
Printer |
HP Laser Jet Pro P1022 |
01 |
Staff
- Lab Incharge: Dr. Apoorva Aggarwal
- Lab Assistant: Ms. Deepa
