Download Now [PDF] EC8010 VIDEO ANALYTICS Lecture Notes, Books, Important 2 Marks Question and Answers, 16 Mark Question with Answers, Syllabus & Question Bank

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EC8010 VIDEO ANALYTICS Lecture Notes Download

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EC8010 VIDEO ANALYTICS Lecture Notes Download EC8010 VIDEO ANALYTICS Lecture Notes Download
Department  Electronics Communication Engineering
Year 4th Year
Semester 8th Semester
University Anna University
Regulation  R2017
Subject Code EC8010
Subject Name VIDEO ANALYTICS
Download File EC8010 VIDEO ANALYTICS Lecture Notes, Books, Important 2 Marks Question and Answers, 16 Mark Question with Answers, Syllabus & Question Bank

 

 

EC8010 VIDEO ANALYTICS Syllabus

UNIT I VIDEO ANALYTIC COMPONENTS
Need for Video Analytics-Overview of video Analytics- Foreground extraction- Feature extraction- classifier – Preprocessing- edge detection- smoothening- Feature space-PCA-FLD-SIFT features

UNIT II FOREGROUND EXTRACTION
Background estimation- Averaging- Gaussian Mixture Model- Optical Flow based- Image Segmentation- Region growing- Region splitting-Morphological operations- erosion-Dilation- Tracking in a multiple camera environment

UNIT III CLASSIFIERS
Neural networks (back propagation) – Deep learning networks- Fuzzy Classifier- Bayesian classifier-HMM based classifier

UNIT IV VIDEO ANALYTICS FOR SECURITY
Abandoned object detection- human behavioral analysis -human action recognition- perimeter security- crowd analysis and prediction of crowd congestion

UNIT V VIDEO ANALYTICS FOR BUSINESS INTELLIGENCE & TRAFFIC MONITIRING AND ASSISTANCE
Customer behavior analysis – people counting- Traffic rule violation detection- traffic congestion identification for route planning- driver assistance- lane change warning

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EC8010 VIDEO ANALYTICS Lecture Notes Collection

EC8010 VIDEO ANALYTICS Notes ( UNIT 1 – UNIT 5) – Download

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EC8010 VIDEO ANALYTICS Question Bank With Answers – Download

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