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Multimodal Video Summarization For Crime Scene Analysis Using YOLO Based Object Detection
The Rapid Growth Of Surveillance Cameras In Public Places Has Led To The Generation Of Large Volumes Of Video Data, Making Manual Monitoring Difficult And Inefficient. Detecting Violent Activities Such As Fights, Weapon Usage, And Suspiciou...
ABANDONED PERSON DETECTION WITH RASPBERRY PI
This Project Addresses The Critical Need For Automated Abandoned Person Detection In Video Surveillance, Leveraging Computer Vision Techniques Implemented Through OpenCV. The Objective Is To Enhance Public Safety And Emergency Response, Par...
PERFORMANCE EVALUATION ON SUSPICIOUS ACTIVITY DETECTION USING CNN
This Paper Presents A Study On The Performance Evolution Of Suspicious Activity Detection Using Convolutional Neural Networks (CNNs). The Study Focuses On The Application Of CNNs In Detecting Suspicious Activity In Video Surveillance System...
REAL TIME OBJECT DETECTION: A PATH TOWARDS VIDEO SURVEILLANCE AS A SERVICE
Video Surveillance Is The Largest Segment In The Security System. Object Detection From The Real Time Video Under Surveillance Is Challenging In Terms Of Space And Time To Detect The Object. The Cloud Storage Service Helps To Fulfil The Sto...
Unusual human activity detection using machine learning in public places
In This Paper, We Propose A Novel Method For Unusual Human Activity Detection In Crowded Scenes. Specifically, Rather Than Detecting Or Segmenting Humans, We Devised An Efficient Method, Called A Motion Influence Map, For Representing Human...
BIG DATA ANALYTICS IN SECURE NETWORK OF VIDEO SURVEILLANCE SYSTEMS BASED ON IMAGES INDEXATION
In Recent Years, The Video Data Has Very Massive Volume. Digitals Cameras Are Capturing Innumerable Amounts Of Video Data, The Majority Of Which Is Unused And Analyzed. However, Image Indexation Is Necessary To Retrieve In Time The Most Sig...
SMART DENSITY BASED TRAFFIC LIGHT SYSTEM USING IMAGE PROCESSING
Traffic Congestion Is A Condition On Transport Networks That Occurs As Use Increases, And Is Characterized By Slower Speeds, Longer Trip Times, And Increased Vehicular Queueing. This Project Demonstrates The Automated Traffic Surveillance W...
ABNORMAL ACTIVITY REORGANIZATION USING SUPPORT VECTOR MACHINE
Intelligent Video Surveillance Is Highly Useful For Intelligence Gathering, Prevention Of Crime, The Protection Of A Process, Person, Group Or Object, Or The Investigation Of Crime By Various Government Organizations. Recognition Of Any Abn...
A SURVEY ON MOTION DETECTION, TRACKING AND CLASSIFICATION FOR AUTOMATED VIDEO SURVEILLANCE
Moving Object Recognition And Tracking Motion Has Been The Foundation Source To Dig Out Fundamental Information About Moving Objects From Sequences In Uninterrupted Image Based Surveillance Systems. The Assignment Of Target Tracking Is A Ke...