{"id":15777,"date":"2026-03-20T06:59:33","date_gmt":"2026-03-20T06:59:33","guid":{"rendered":"https:\/\/bvcoend.ac.in\/?page_id=15777"},"modified":"2026-03-20T06:59:33","modified_gmt":"2026-03-20T06:59:33","slug":"pattern-recognition-and-computer-vision-lab","status":"publish","type":"page","link":"https:\/\/bvcoend.ac.in\/index.php\/pattern-recognition-and-computer-vision-lab\/","title":{"rendered":"PATTERN RECOGNITION AND COMPUTER VISION LAB"},"content":{"rendered":"[vc_row][vc_column width=”1\/4″][vc_wp_custommenu title=”Imp Links” nav_menu=”73″][\/vc_column][vc_column width=”3\/4″][vc_column_text]\n

PATTERN RECOGNITION AND COMPUTER VISION LAB<\/span><\/h3>\n

Introduction<\/span><\/h3>\n

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.<\/span><\/p>\n

Course Objectives<\/span><\/h3>\n\n\n\n\n\n\n
COB-1<\/strong><\/span><\/td>\nUnderstand the in-depth concept of Pattern Recognition<\/span><\/td>\n<\/tr>\n
COB-2<\/strong><\/span><\/td>\nImplement Bayes Decision Theory<\/span><\/td>\n<\/tr>\n
COB-3<\/strong><\/span><\/td>\nUnderstand the in-depth concept of Perception and related Concepts<\/span><\/td>\n<\/tr>\n
COB-4<\/strong><\/span><\/td>\nUnderstand the concept of ML Pattern Classification<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

Course Outcomes<\/span><\/h3>\n\n\n\n\n\n\n\n\n
CO<\/span><\/th>\nStatement<\/span><\/th>\nBloom\u2019s Level<\/span><\/th>\n<\/tr>\n<\/thead>\n
ML411P.1<\/strong><\/span><\/td>\nDiscuss various concepts of pattern recognition<\/span><\/td>\nUnderstand, Remember<\/span><\/td>\n<\/tr>\n
ML411P.2<\/strong><\/span><\/td>\nUnderstanding various algorithms<\/span><\/td>\nUnderstand, Create<\/span><\/td>\n<\/tr>\n
ML411P.3<\/strong><\/span><\/td>\nExplain and apply various computer vision techniques<\/span><\/td>\nApply, Evaluate<\/span><\/td>\n<\/tr>\n
ML411P.4<\/strong><\/span><\/td>\nDescribe the concept of shape analysis and filtering<\/span><\/td>\nAnalyse, Evaluate<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

CO-PO-PSO Mapping<\/span><\/h3>\n\n\n\n\n\n\n\n\n
CO\/PO<\/span><\/th>\nPO1<\/span><\/th>\nPO2<\/span><\/th>\nPO3<\/span><\/th>\nPO4<\/span><\/th>\nPO5<\/span><\/th>\nPO6<\/span><\/th>\nPO7<\/span><\/th>\nPO8<\/span><\/th>\nPO9<\/span><\/th>\nPO10<\/span><\/th>\nPO11<\/span><\/th>\nPO12<\/span><\/th>\nPSO1<\/span><\/th>\nPSO2<\/span><\/th>\n<\/tr>\n<\/thead>\n
ML411P.1<\/strong><\/span><\/td>\n3<\/span><\/td>\n2<\/span><\/td>\n2<\/span><\/td>\n3<\/span><\/td>\n3<\/span><\/td>\n–<\/span><\/td>\n2<\/span><\/td>\n–<\/span><\/td>\n–<\/span><\/td>\n1<\/span><\/td>\n3<\/span><\/td>\n2<\/span><\/td>\n–<\/span><\/td>\n–<\/span><\/td>\n<\/tr>\n
ML411P.2<\/strong><\/span><\/td>\n3<\/span><\/td>\n3<\/span><\/td>\n1<\/span><\/td>\n1<\/span><\/td>\n1<\/span><\/td>\n–<\/span><\/td>\n1<\/span><\/td>\n1<\/span><\/td>\n–<\/span><\/td>\n2<\/span><\/td>\n2<\/span><\/td>\n1<\/span><\/td>\n–<\/span><\/td>\n–<\/span><\/td>\n<\/tr>\n
ML411P.3<\/strong><\/span><\/td>\n3<\/span><\/td>\n2<\/span><\/td>\n3<\/span><\/td>\n3<\/span><\/td>\n2<\/span><\/td>\n–<\/span><\/td>\n2<\/span><\/td>\n–<\/span><\/td>\n–<\/span><\/td>\n2<\/span><\/td>\n3<\/span><\/td>\n1<\/span><\/td>\n–<\/span><\/td>\n–<\/span><\/td>\n<\/tr>\n
ML411P.4<\/strong><\/span><\/td>\n1<\/span><\/td>\n2<\/span><\/td>\n3<\/span><\/td>\n2<\/span><\/td>\n2<\/span><\/td>\n–<\/span><\/td>\n1<\/span><\/td>\n–<\/span><\/td>\n–<\/span><\/td>\n1<\/span><\/td>\n2<\/span><\/td>\n2<\/span><\/td>\n1<\/span><\/td>\n–<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\"\"Facilities<\/span><\/h3>\n

Operating System \/ Software<\/span><\/h4>\n\n\n\n\n\n\n\n
Sr. No.<\/span><\/th>\nName<\/span><\/th>\nVersion<\/span><\/th>\n<\/tr>\n<\/thead>\n
1.<\/span><\/td>\nWindows<\/span><\/td>\n10<\/span><\/td>\n<\/tr>\n
2.<\/span><\/td>\nMATLAB<\/span><\/td>\n2022B<\/span><\/td>\n<\/tr>\n
3.<\/span><\/td>\nJupyter<\/span><\/td>\nOpen Source<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

Hardware<\/span><\/h4>\n\n\n\n\n\n\n
Sr.No.<\/span><\/th>\nEquipment Name<\/span><\/th>\nSpecification<\/span><\/th>\nQuantity<\/span><\/th>\n<\/tr>\n<\/thead>\n
1.<\/span><\/td>\nComputer<\/span><\/td>\nIntel Core (i5), 4th gen, 2.90 GHz, RAM-16GB<\/span><\/td>\n20<\/span><\/td>\n<\/tr>\n
2.<\/span><\/td>\nPrinter<\/span><\/td>\nHP Laser Jet Pro P1022<\/span><\/td>\n01<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

Staff<\/span><\/h3>\n