Video Analytics Operational Insights from CCTV Arnoud van Zuijlen. Copyright 2014 Accenture All rights reserved. 1
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1 Video Analytics Operational Insights from CCTV Arnoud van Zuijlen Copyright 2014 Accenture All rights reserved. 1
2 Enhancing Past Video Surveillance Investments From Video Surveillance Operator monitoring 20+ screens Showing feeds from 100+ cameras Trying to stay alert! 98%*, 95%**... To Operations Centre Safety, Security & Operations Video Analytics Video Management System CCTV Cameras Video Management System CCTV Cameras * 98% of video feeds go unseen Copyright 2014 Accenture All rights reserved. ** 95% of incidents missed after 20 2
3 Automated Observation with Computer Vision: Safety, Security, Operations Three key trends are transforming the Video Analytics space: CCTV cameras are increasingly digital, and improving in optics, resolution, frame rate IP networks bandwidth, processing and storage are making CCTV cameras part of the IT infrastructure Computer Vision algorithms have evolved to generate reliable alerts for operators and applications Biometrics Crowd counting Traffic monitoring License plate recognition Cross-camera tracking Footfall tracking Safety alerts Incident detection Suspicious behaviour Left object detection Video indexing Post-event analysis Object recognition Augmented reality Wide-spectral imagery Copyright 2014 Accenture All rights reserved. 3
4 From traditional Video Feeds to Business Alerts Command and Control Streaming Analytics 20+ business alerts / day Suspicious vehicle recognized, traffic jam detected, Number of cars, license plates recognized, speed of vehicles, Overcrowding detected, fugitive face recognized, Video Analytics Number of people, faces recognized, walking speed of people, CCTV Camera Feeds Object too long in one place, intrusion detected, suspicious behaviour, Object stationary for certain time, average dwelling time, 1,500 9,000 micro events/second 50 Camera Feeds Copyright 2014 Accenture All rights reserved. 4
5 Cameras People recognition Crowd counting Traffic monitoring License plate recognition Footfall tracking Cross-camera tracking Safety alerts Incident detection Suspicious behavior Left object detection VMS Video Analytics Video Analytics vendor agnostic Command & Control Operations External Systems StreamInsight PC Mobile Interactive Wall Config/Tuning & Ops Direct Interfaces Analytics Platform Workflow & Business Analytics Business Alerts Operational Analytics Predictive Analytics Micro Events Video Analytics Modular Vendor Agnostic Extensible Standardized Flexible Existing/New Video Management System(s) Existing/New Video Surveillance Cameras Copyright 2014 Accenture All rights reserved. 5
6 Case Study: Singapore Ministry of Home Affairs Safe City Testbed Copyright 2014 Accenture All rights reserved. 6
7 Case Study: Singapore Ministry of Home Affairs Safe City Testbed Showcased at World s Cities Summit 44 Requirements trialed, including Operational Use-Cases across Agencies 9 Agile Sprints 6 Agencies: SPF,SCDF, NEA,LTA, PUB,MHA 12 Simulation Models built 48 Live feed sources integrated 24 feeds (2 MRT stations) 12 J-Eyes feeds Advanced Analytics with each simulation model on average consisting of 150+ parameters 2 Major events supported 12 PCZ feeds ~700GB of recorded Videos ~600GB of detection and alert data generated >20 Aggregated Business rules 4 Video Analytics software integrated Leveraging common data formats integrated from Visualization to sensor Closure Copyright 2014 Accenture All rights reserved. 7
8 Copyright 2014 Accenture All rights reserved. 8
9 Copyright 2014 Accenture All rights reserved. 9
10 Copyright 2014 Accenture All rights reserved. 10
11 Copyright 2014 Accenture All rights reserved. 11
12 Video Analytics in prisons Measuring people flows Counting people in and out Identifying / verifying people Measuring crowd density Identifying behavior Tracking flows across cameras Copyright 2014 Accenture All rights reserved. 12
13 Video Analytics Applications in prison environment Video analytics enables active and real-time monitoring of prison environment and activation of safety and security incident alerts and responses. In addition, analytical and predictive modeling help optimize police operations. Safety Active, Responsive Examples Restricted / forbidden zone access Overcrowding Anomaly detection Smoke & fire Incident response activation Security Real-time, Decisive Examples Face / vehicle license plate recognition Person of interest tracking Suspicious behavior/sabotage/vandalism Crowd counting Fighting Abandoned objects Operations Optimization Examples Situational awareness Location of fixed and mobile assets Officer shortest route analysis Specific events management Post event investigations Resource monitoring & optimization 17:11 17:14 Reduction of manpower requirements Improved safety & security performance Better command, control and response Greater operational efficiencies Copyright 2014 Accenture All rights reserved. 13
14 Summary Integrating diverse sensor networks and Video Analytics algorithms, to foster innovation and reduce vendor lock-in Based on existing (or new) camera infrastructures Real time geo-coded business alerts, leveraging simulation and predictive analytics to assist decision-making Cost reducing while safety increasing No proprietary formats, clear interfaces to seamlessly upgrade and scale; ability to add functionality over time Faster Alerting One integral view instead of various systems Vendor agnostic Not just cameras, but also mobile apps, fire alarms, building management systems, Focus on prisoners, not on cameras More efficiency with less people Situational awareness using real time and predictive analytics One integral view of the entire environment Live video feeds and real-time alerts in an intuitive, touchscreen Command & Control application for interactive walls, PCs or tablets intuitive interface Leveraging past video surveillance investments to deliver additional value Copyright 2014 Accenture All rights reserved. 14
15 Thank You Copyright 2014 Accenture All rights reserved. 15
16 Case Study: French Police Pilot Braderie Lille Executing the Accenture Video Analytics Service Platform in SARISE Deployed the VASP pilot kit Connected 9 cameras to access live feed PTZ cameras with pre-sets for adapting VA calibrations Scenarios: Suspicious Behaviour detection Illegal Parking Unauthorized Entry People and Vehicle Counting Abandoned Object Crowd Flow Counting Copyright 2014 Accenture All rights reserved. 16
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