Dr. rustom kanga latest trends in video analytics for railways
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Transcript of Dr. rustom kanga latest trends in video analytics for railways
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O
See through the crowd
PRESENTS
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Latest Trends in Video
Analytics for Railways
Dr Rustom Kanga
CEO
iOmniscient
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Who is iOmniscient?
Pioneer in Video analytics – development since 1994
First Product launch in 2004
30,000+ video analytic licenses sold worldwide
Artificial Intelligence-based system that thinks like
a human
Owns several Internationally patented technologies
including Non-Motion Detection (NMD) Algorithm and
IQ Hawk
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Company objectives
Develop the Most Advanced Intelligent Surveillance
technology in the world
Comprehensive Portfolio
One-stop shop in video analytics
Lower the cost of ownership, e.g. lightest CPU
requirement, low cost fixed price maintenance
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Where we are:
With Multiple Resellers around the world
Offices Sales Support R&D
Australia
Canada
USA
South Americas
UK/ Europe
Korea
China
Egypt/ Saudi
India
Middle East
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Overall Winner
Global Security Challenge
for Crowded Places
2010
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Why Does the World’s Fastest Railway need
Video Analysis?
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What the driver sees
Driver can
see 750m
It takes
5kms to stop
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Why Does the World’s Longest Oil Pipeline use
Video Analysis?
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Why Does the World’s Tallest Building use Video
Analysis
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Why Does the World’s Largest Theme Park use
Video Analysis?
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Why does the World’s Largest Standing Army use
Video Analysis
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Should we only depend on humans?
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Studies show that CCTV systems, including DVR’s are limited
without added intelligence
This data is for a relatively empty scene. How can an operator keep
track of all the action in a busy scene?
Hence the need for intelligence to effectively detect,
especially in crowded and complex environments
Why does a surveillance system need
intelligence?
Just watching 2 monitors:
After 10 minutes, the operator misses 45% of the action.
After 22 minutes, the operator misses 95% of the action.
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The TOTAL Solution
Eyes Cameras
Brain IQ Series Solution
Response ASAP
System
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Types of Intelligence
Detection
Requires wide angle far view
Identification Requires close-up view
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How do you measure surveillance intelligence?
Everyone claims INTELLIGENCE
We have rated intelligence in the
surveillance industry, using the human IQ
rating
Average of the population is IQ-100
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Summary of intelligence in the surveillance industry
GENIUS iQ-180
iQ-140
Detection of objects that appear invisible to the naked eye
Object detection in a crowded scene
Theft detection in a crowded scene
Detection of parking violations in a crowded scene Detection of
graffiti/vandalism in a crowded scene
Only ONE supplier
SMART iQ-120
iQ-115
Behavior analysis, (e.g. slips and falls)
Crowd management, queue management
Advance group Counting in crowded scenes
2 or 3
suppliers
AVERAGE
iQ-110
iQ-100
Simple Counting/directional alarms
Object tracking in un-crowded scenes
Object detection in un-crowded scenes
Loitering, running
A dozen
suppliers
BASIC iQ-60
Perimeter protection Intruder
detection
(using simple motion detection / image difference)
Hundreds of
suppliers
LIMITED
iQ-20
iQ-10
Health check
Video management system
Sophisticated data management and retrieval
Thousands of
suppliers
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IQ-20 Health Check
Tells if a camera is:
Out of focus
Cannot see due to rain, snow
Provides status of every
camera on a map
Low contrast
Disconnected
Can see actual view to check view
Important for Management and Maintenance
Dete
ction
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IQ-60/IQ-80 Intrusion Detection
Simplified application – intrusion detection
IQ-80 with basic NAMS
IQ-60 for stable indoor environment only
Dete
ction
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IQ-100 Tracking
Intrusion detection
Incorrect direction
Object tracking
Detect running to prevent accidents
Loitering
OUR STRENGTHS
Nuisance Alarm Minimization (NAMS) Object differentiation
Understands perspective
… and many more
Dete
ction
Video
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IQ-110 Sophisticated Counting
Interface with cash register for theft prevention
Interface with access control for tailgating
Understand flow patterns and walk path
Marketing
Comprehensive reporting tools for flow analysis
OUR STRENGTHS
High accuracy counting in complex and crowded scenes
High accuracy
Dete
ction
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IQ-110 Sophisticated Counting 2
Object counting
Head counting
Shape counting
Several methods of counting
Can count people in a group
Audited at 99% accuracy Top
view – expect 95-99% accuracy*
Angled view – expect 90-95% accuracy*
*refer to the iOmniscient camera placement requirements
OUR STRENGTHS
Mature, proven products
Dete
ction
Video
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IQ-115 Behavior analysis
Minimize public liability
Verification for legitimate claim
Allows immediate assistance/preventative action
Man down detection
DETECTION OF SUSPICIOUS BEHAVIOR
OUR STRENGTHS
Complex behavior tracking
…and many more
Customizable detection pattern
SLIP & FALL DETECTION
Dete
ction
Video
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IQ-120 Crowd management
Crowd management
Traffic control
OUR STRENGTHS
Comprehensive applications, customizable
capabilities. Not constrained by overhead viewing
requirement … and many more
Detect overcrowding, congestion
and adhere to fire and safety
regulations
Dete
ction
Video
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IQ-140 to IQ-180 Patented Non-motion detection (world’s only
technology that can cope with crowded scenes)
Detection of abandoned objects in very
crowded scenes
Theft detection in busy environments
Graffiti and vandalism detection in a crowd
Parking violation detection in high traffic
OUR STRENGTHS
Patented technology handles
significant obscuration and in an
extremely crowded environment
…and many more
Dete
ction
Video
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IQ-INFINITY Simultaneous multiple detections
Non-Motion Detection
Detects left objects, theft, parking violations, graffiti and vandalism – all in busy, crowded
environments, despite heavy obscuration and movement.
Crowd and traffic management
Detects overcrowding/congestion, will alert if the size of the queue, crowd of number of cars
in an area reaches a predefined maximum.
Behavior analysis
Detects complex behavior, eg slips and falls
Accurate counting
Performs counting – people, vehicles, etc
Intrusion detection
Perimeter protection, intrusion detection, directional alarms, loitering, running.
… plus many industry solutions
Dete
ction
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Identification Systems
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Fully Integrated with Detection Engine
IQ-LPR License plate Recognition
o Support multiple languages
from Arabic to Chinese to Thai.
o Recognize at various speed
from car parks to highways.
Identificatio
n
o No Motion Loops or
triggering mechanism required
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IQ-FR Facial recognition in a crowd
o World’s FIRST Facial
Recognition in a crowd –
different from others that
are done in a controlled
environment e.g. access
control.
Identificatio
n
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IQ-HAWK
Detection
Requires wide angle far view
Identification Requires close-up view
+
200 times savings on Storage and Bandwidth
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Railways: China, Canada, Netherlands, Italy, Spain, USA …
•Abandoned objects on a crowded platform
•Trespassing – wrong way or unauthorized entry
•Intrusion detection for tunnel, rail yard or tracks
•Graffiti and vandalism detection
•Surveillance system HealthCheck for camera malfunction
•Platform safety (yellow line detection)
•Detect running/skateboarding/slip and fall on platform
•Overcrowding and congestion detection
•Clear of obstruction or detection of left objects
•Collision prevention at level crossing
Operations
Safety
Security
•People counting or crowd management
•Monitor train schedule (License plate recognition)
•Parking violation
•Track maintenance
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Level Crossing
System
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Other applications used by railways
Smoke and Fire in Tunnels
Intrusion in Tunnels
Overcrowding on platforms
Queue Management
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How does your security system rate with ours?
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Specialized Applications
• Queue Management
• Smoke and Fire Detection
• Fever Check
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Intelligence is not the only
thing you look for in a person
…or in a system
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At every level of intelligence you need:
Universal interfaces
Jump to Event
Light on Computing; Lighter on Storage
Nuisance Alarm Minimization System (NAMS)
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VMS – the foundation of all Video Based Systems
SCALABLE
DISTRIBUTED – viewable from anywhere
Wireless- Full 2 way wireless PDA capability
Virtual Matrix
Virtual Monitors
OPEN - Universal Multiple camera protocol /compression
interfaces MJPEG (HTTP), MPEG4 & H.264 (RTSP)
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ASAP – Automated Surveillance Action Platform . . .
beyond VMS
Boolean Logic to manage Incidents NOT Events
Action Plans for Human Response
Full Self Awareness
- HealthCheck
- Integrated GIS
Tight integration with Intelligence – saves on Storage and Hardware
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Key Elements of Architecture
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Why iOmniscient?
• Most Comprehensive and mature Video Analytics (since 1994),
VMS and ASAP (since 2010)
• See through the crowd – the only company that can cope with
crowded scene.
• Unbeatable Nuisance Alarm Minimization System (NAMS)
• 24x7 support worldwide
We can do what any Video Analysis Suppliers can do
and do it better – and many things that no one else
can do” Dr. Rustom Kanga , CEO
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What is the secret of putting in
Effective Video Analysis Systems?
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Where do you start?
Solve the Right Problem – Good Risk Analysis
Choose the Right Software
Select the Appropriate Cameras
Ensure you have the correct Infrastructure
Implement with Knowledge
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Other Railways using station applications
Chicago
Rotterdam
Montreal
Milan
Italian Railways
Chengdu MTR (China)