SlideShare uma empresa Scribd logo
1 de 20
Webinar: Investigative Face
Recognition for Law Enforcement
Introduction
Webinar: Investigative Face Recognition
for Law Enforcement
• Facial recognition database solutions for police
departments, law enforcement agencies and
corrections facilities
• Mobile facial recognition app for police on patrol
• Investigative facial biometrics comparison, analysis
and image tools for detectives and forensics analysts
Hosts
Paul Schuepp, Animetrics President and CEO
Sean Doucette, Animetrics Facial Forensic Analyst
• Since 2003
• Pioneers in Facial Biometrics
• Patented 2D to 3D Facial Technology

Copyright © 2013

All Rights Reserved. Patents

7,643,685 7,643,683 7,643,671 7,853,085
Investigative Face

Identifying subjects, fugitives, missing
persons and persons of interest by using
FR systems
– Law enforcement (LE) and Gov’t sources
..DMVs, DHS, Intelligence Community(IC)
– Open sources such as Facebook, Google
– Images from video / camera evidence
-FBI
Rapid Growth of Video & Photo
Facial Imagery Evidence Available

Capturing face biometric
data is not the problem –
being able to use it for
fast and accurate identity
resolution is!

Facial Images are
UNCONTROLLED
biometrics
Other Biometric Capture Sensors Are Very Controlling
The Problem for Facial Imagery:
To Control the Uncontrolled

• For Visualization
• For Accuracy in
Computerized Face
Recognition Systems
(“Lights out”)
• Important for
Enrollment , i.e. at
Booking

ISO/IEC 19794-5
Standard Guidelines
Face Recognition Performance
Has Improved Significantly

<=

99.7% ID RATE
Uncontrolled Facial Imagery Fails!
Over 45% of faces seen by
witnesses and victims are NOT
FRONTAL FACIAL VIEWS…

…”Lights Out” face reco solutions
struggle to resolve identity
The Requirements

Investigative face biometric technology enables LE/IC to
interpret uncontrolled facial images
1. Make uncontrolled data “ID ready” and more admissible in FR system
• Off pose and low resolution face images should be corrected

2. Requires high performance “Lights Out” backend FR system for high
capacity enrolled facial databases
3. Able to gather facial imagery remote, mobile, and video
4. Feature robust analysis and visualization tools
5. Provide manual and visual Face Identification (FI) - matching and
comparison
The Demand for Investigative Face
Capabilities

ForensicaGPS

Resolve
ID
Facial Forensic
Analysis

FaceR Identity
Management
Solution (FIMS)

Cloud Based Facial
Collection, Search &
Resolution
Facial Imagery Collection & Video
Analytics

FaceR MobileID
LIVE DEMONSTRATION
by Sean Doucette
Products: ForensicaGPS
FIMS
MobileID
2D-to-3D Technology

Disruptive Technology….
• Uses existing and all digital cameras
• Improves accuracy
– Compensates for NON FRONTAL
facial imagery
– Adjusts facial lighting…bright light or
low light
– Utilizes the face geometry both 2D
and 3D
Animetrics Investigative Face
Solutions

FaceR Identity
Management
Solution (FIMS)

FaceR ViNyL – Video Analysis
Video Collection & Analytics
(available 4’12)

• Facial Search
• Large
Databases
• Cloud Service
• High
Performance
• FaceR MobileID
iPhone / Android
ForensicaGPS
..for ID Ready
Facts
Partners
•
•
•

Dataworks Plus
UMC Switzerland
UNIDAS Germany

Deployments
•
•
•

PA JNET State wide
California Sheriffs
US, Europe and Middle
East such as ..
Zurich Forensic Police , Saudi
Arabia, Qatar and UAE Police

3D Visual Tool Set
Auto Pose
Correction
Morphological
Analysis
Face Biometric
Evidence
Investigative Face
at Work: PA JNET
Case: Philly PD & FBI
• Detective sent a photo to JNET FR database
• Individual target of Squad 2/Violent Gang & Drug
Task Force investigation
• PD - B/M, approx 5'5", 150 lbs 23 y/o, Area –
Germantown/Philadelphia vicinity
• Image was searched in JNET FR system
• Match found & sent to detective and agent for
confirmation

PA Office of Attorney General
•
•
•

•

AG sent image to JNET of individual sitting on
bench in urban area.
With JNET FR, office was able to crop the photo
Used ForensicaGPS 3D tools & pose correction
create a face forward pose and make “FR ID ready”
Image was searched w/JNET FR system confirmed
hit was in the top five of one of the result scans
Case Study: PA JNET
3D Pose Corrected

CROP

MATCH FOUND
Out of 3.5M
http://animetrics.com/forensicagps/
Announcing ForensicaGPS Web Service
Thank you
Thank
you!

Call
Call us.. us…
603-447-5600
(603) 447 5600

Headquarters
53 Technology Lane
Conway, New Hampshire 03818
Phone - (603) 447-5600
Email: sales@animetrics.com
www.animetrics.com

Mais conteúdo relacionado

Destaque

Change.org, Paula Hannemann: Die digitale Bewegung - Eine Evolution. (Campact...
Change.org, Paula Hannemann: Die digitale Bewegung - Eine Evolution. (Campact...Change.org, Paula Hannemann: Die digitale Bewegung - Eine Evolution. (Campact...
Change.org, Paula Hannemann: Die digitale Bewegung - Eine Evolution. (Campact...Paula Peters
 
Tienes un plan, ¡emprende! - José Luis López
Tienes un plan, ¡emprende! - José Luis LópezTienes un plan, ¡emprende! - José Luis López
Tienes un plan, ¡emprende! - José Luis Lópezhttp://joseluislopez.me/
 
Zen media presentación servicios
Zen media presentación serviciosZen media presentación servicios
Zen media presentación serviciosZen Media
 
Robustel r3000
Robustel r3000Robustel r3000
Robustel r3000Robustel
 
3 Mercado De La ComunicacióN
3  Mercado De La ComunicacióN3  Mercado De La ComunicacióN
3 Mercado De La ComunicacióNjesustimoteo
 
External relations overview presentation
External relations overview presentationExternal relations overview presentation
External relations overview presentationCSaC
 
Herramientas para comunidades part2
Herramientas para comunidades   part2Herramientas para comunidades   part2
Herramientas para comunidades part2Patricia Linares
 
Plantilla para evaluar recursos digitales
Plantilla para evaluar recursos digitalesPlantilla para evaluar recursos digitales
Plantilla para evaluar recursos digitalesjavier454
 
Taming the Commute Beast
Taming the Commute BeastTaming the Commute Beast
Taming the Commute Beastgueste5a828
 
Marketing Digital
Marketing DigitalMarketing Digital
Marketing DigitalJErickPPTs
 
20120911 delija kukina - education of digital forensics experts
20120911 delija kukina - education of digital forensics experts20120911 delija kukina - education of digital forensics experts
20120911 delija kukina - education of digital forensics expertsDamir Delija
 
MMP Gabriel Lucchesi - La utilización de los costos para la toma de decisione...
MMP Gabriel Lucchesi - La utilización de los costos para la toma de decisione...MMP Gabriel Lucchesi - La utilización de los costos para la toma de decisione...
MMP Gabriel Lucchesi - La utilización de los costos para la toma de decisione...Gabriel Lucchesi
 
Haz la Transición! Monachil. Make the transition! Monachil (Granada)
Haz la Transición! Monachil. Make the transition! Monachil (Granada)Haz la Transición! Monachil. Make the transition! Monachil (Granada)
Haz la Transición! Monachil. Make the transition! Monachil (Granada)carolinapera
 
Fisica do Violino (www.sheetmusic-violin.blogspot.com)
Fisica do Violino (www.sheetmusic-violin.blogspot.com)Fisica do Violino (www.sheetmusic-violin.blogspot.com)
Fisica do Violino (www.sheetmusic-violin.blogspot.com)William Soph
 

Destaque (20)

Change.org, Paula Hannemann: Die digitale Bewegung - Eine Evolution. (Campact...
Change.org, Paula Hannemann: Die digitale Bewegung - Eine Evolution. (Campact...Change.org, Paula Hannemann: Die digitale Bewegung - Eine Evolution. (Campact...
Change.org, Paula Hannemann: Die digitale Bewegung - Eine Evolution. (Campact...
 
Setembro2012
Setembro2012Setembro2012
Setembro2012
 
50states
50states50states
50states
 
Tienes un plan, ¡emprende! - José Luis López
Tienes un plan, ¡emprende! - José Luis LópezTienes un plan, ¡emprende! - José Luis López
Tienes un plan, ¡emprende! - José Luis López
 
Matéria culto do gueto
Matéria culto do guetoMatéria culto do gueto
Matéria culto do gueto
 
Zen media presentación servicios
Zen media presentación serviciosZen media presentación servicios
Zen media presentación servicios
 
Robustel r3000
Robustel r3000Robustel r3000
Robustel r3000
 
Portfolio
PortfolioPortfolio
Portfolio
 
3 Mercado De La ComunicacióN
3  Mercado De La ComunicacióN3  Mercado De La ComunicacióN
3 Mercado De La ComunicacióN
 
External relations overview presentation
External relations overview presentationExternal relations overview presentation
External relations overview presentation
 
Herramientas para comunidades part2
Herramientas para comunidades   part2Herramientas para comunidades   part2
Herramientas para comunidades part2
 
Plantilla para evaluar recursos digitales
Plantilla para evaluar recursos digitalesPlantilla para evaluar recursos digitales
Plantilla para evaluar recursos digitales
 
Taming the Commute Beast
Taming the Commute BeastTaming the Commute Beast
Taming the Commute Beast
 
Marketing Digital
Marketing DigitalMarketing Digital
Marketing Digital
 
20120911 delija kukina - education of digital forensics experts
20120911 delija kukina - education of digital forensics experts20120911 delija kukina - education of digital forensics experts
20120911 delija kukina - education of digital forensics experts
 
MMP Gabriel Lucchesi - La utilización de los costos para la toma de decisione...
MMP Gabriel Lucchesi - La utilización de los costos para la toma de decisione...MMP Gabriel Lucchesi - La utilización de los costos para la toma de decisione...
MMP Gabriel Lucchesi - La utilización de los costos para la toma de decisione...
 
Antologia arcade
Antologia arcadeAntologia arcade
Antologia arcade
 
Werken Bij Winvision!
Werken Bij Winvision!Werken Bij Winvision!
Werken Bij Winvision!
 
Haz la Transición! Monachil. Make the transition! Monachil (Granada)
Haz la Transición! Monachil. Make the transition! Monachil (Granada)Haz la Transición! Monachil. Make the transition! Monachil (Granada)
Haz la Transición! Monachil. Make the transition! Monachil (Granada)
 
Fisica do Violino (www.sheetmusic-violin.blogspot.com)
Fisica do Violino (www.sheetmusic-violin.blogspot.com)Fisica do Violino (www.sheetmusic-violin.blogspot.com)
Fisica do Violino (www.sheetmusic-violin.blogspot.com)
 

Semelhante a 3.21.13 Webinar: Investigative Face Recognition For Law Enforcement

Webinar: How Police Are Using Facial Recognition to Catch Bad Guys
Webinar: How Police Are Using Facial Recognition to Catch Bad GuysWebinar: How Police Are Using Facial Recognition to Catch Bad Guys
Webinar: How Police Are Using Facial Recognition to Catch Bad GuysAnimetrics
 
Animetrics Webinar: How Law Enforcement is Closing Cases with Face Biometric ...
Animetrics Webinar: How Law Enforcement is Closing Cases with Face Biometric ...Animetrics Webinar: How Law Enforcement is Closing Cases with Face Biometric ...
Animetrics Webinar: How Law Enforcement is Closing Cases with Face Biometric ...Animetrics
 
Face Recognition Dissertation
Face Recognition Dissertation Face Recognition Dissertation
Face Recognition Dissertation Sandeep Garg
 
ABTO Software computer vision 2016
ABTO Software computer vision 2016ABTO Software computer vision 2016
ABTO Software computer vision 2016ABTO Software
 
IRJET-Human Face Detection and Identification using Deep Metric Learning
IRJET-Human Face Detection and Identification using Deep Metric LearningIRJET-Human Face Detection and Identification using Deep Metric Learning
IRJET-Human Face Detection and Identification using Deep Metric LearningIRJET Journal
 
Facial recognition
Facial recognitionFacial recognition
Facial recognitionDhimankomal
 
Markus Paasovaara: Face recognition
Markus Paasovaara: Face recognitionMarkus Paasovaara: Face recognition
Markus Paasovaara: Face recognitionFuturice
 
Inttelix Suspect Detection System
Inttelix Suspect Detection SystemInttelix Suspect Detection System
Inttelix Suspect Detection SystemInttelix
 
DOC-20230723-WA0000..pptx
DOC-20230723-WA0000..pptxDOC-20230723-WA0000..pptx
DOC-20230723-WA0000..pptxAnkitSakhuja4
 
Interesting Facts on Facial Recognition Using Artificial Intelligence
Interesting Facts on Facial Recognition Using Artificial IntelligenceInteresting Facts on Facial Recognition Using Artificial Intelligence
Interesting Facts on Facial Recognition Using Artificial IntelligenceOmarHussain58
 
Facial Recognition System
Facial Recognition SystemFacial Recognition System
Facial Recognition SystemArun ACE
 
Criminal Face Identification
Criminal Face IdentificationCriminal Face Identification
Criminal Face IdentificationIRJET Journal
 
Face Recognition System
Face Recognition SystemFace Recognition System
Face Recognition SystemStudentRocks
 
Inttelix Stranger Detection System
Inttelix Stranger Detection SystemInttelix Stranger Detection System
Inttelix Stranger Detection SystemInttelix
 
Face Recognition Technology
Face Recognition TechnologyFace Recognition Technology
Face Recognition TechnologyShashidhar Reddy
 
Face Recognition Technology by Rohit
Face Recognition Technology by RohitFace Recognition Technology by Rohit
Face Recognition Technology by RohitRohit Shrivastava
 
Face recognition Technology By Rohit
Face recognition Technology By RohitFace recognition Technology By Rohit
Face recognition Technology By RohitRohit Shrivastava
 
Deep learning on face recognition (use case, development and risk)
Deep learning on face recognition (use case, development and risk)Deep learning on face recognition (use case, development and risk)
Deep learning on face recognition (use case, development and risk)Herman Kurnadi
 
Movie on face recognition in e attendace
Movie on face recognition in e attendaceMovie on face recognition in e attendace
Movie on face recognition in e attendacesbk50000
 

Semelhante a 3.21.13 Webinar: Investigative Face Recognition For Law Enforcement (20)

Webinar: How Police Are Using Facial Recognition to Catch Bad Guys
Webinar: How Police Are Using Facial Recognition to Catch Bad GuysWebinar: How Police Are Using Facial Recognition to Catch Bad Guys
Webinar: How Police Are Using Facial Recognition to Catch Bad Guys
 
Animetrics Webinar: How Law Enforcement is Closing Cases with Face Biometric ...
Animetrics Webinar: How Law Enforcement is Closing Cases with Face Biometric ...Animetrics Webinar: How Law Enforcement is Closing Cases with Face Biometric ...
Animetrics Webinar: How Law Enforcement is Closing Cases with Face Biometric ...
 
Face Recognition Dissertation
Face Recognition Dissertation Face Recognition Dissertation
Face Recognition Dissertation
 
ABTO Software computer vision 2016
ABTO Software computer vision 2016ABTO Software computer vision 2016
ABTO Software computer vision 2016
 
IRJET-Human Face Detection and Identification using Deep Metric Learning
IRJET-Human Face Detection and Identification using Deep Metric LearningIRJET-Human Face Detection and Identification using Deep Metric Learning
IRJET-Human Face Detection and Identification using Deep Metric Learning
 
Facial recognition
Facial recognitionFacial recognition
Facial recognition
 
Markus Paasovaara: Face recognition
Markus Paasovaara: Face recognitionMarkus Paasovaara: Face recognition
Markus Paasovaara: Face recognition
 
Inttelix Suspect Detection System
Inttelix Suspect Detection SystemInttelix Suspect Detection System
Inttelix Suspect Detection System
 
DOC-20230723-WA0000..pptx
DOC-20230723-WA0000..pptxDOC-20230723-WA0000..pptx
DOC-20230723-WA0000..pptx
 
Interesting Facts on Facial Recognition Using Artificial Intelligence
Interesting Facts on Facial Recognition Using Artificial IntelligenceInteresting Facts on Facial Recognition Using Artificial Intelligence
Interesting Facts on Facial Recognition Using Artificial Intelligence
 
Facial Recognition System
Facial Recognition SystemFacial Recognition System
Facial Recognition System
 
Criminal Face Identification
Criminal Face IdentificationCriminal Face Identification
Criminal Face Identification
 
Face Recognition System
Face Recognition SystemFace Recognition System
Face Recognition System
 
Face recognition
Face recognitionFace recognition
Face recognition
 
Inttelix Stranger Detection System
Inttelix Stranger Detection SystemInttelix Stranger Detection System
Inttelix Stranger Detection System
 
Face Recognition Technology
Face Recognition TechnologyFace Recognition Technology
Face Recognition Technology
 
Face Recognition Technology by Rohit
Face Recognition Technology by RohitFace Recognition Technology by Rohit
Face Recognition Technology by Rohit
 
Face recognition Technology By Rohit
Face recognition Technology By RohitFace recognition Technology By Rohit
Face recognition Technology By Rohit
 
Deep learning on face recognition (use case, development and risk)
Deep learning on face recognition (use case, development and risk)Deep learning on face recognition (use case, development and risk)
Deep learning on face recognition (use case, development and risk)
 
Movie on face recognition in e attendace
Movie on face recognition in e attendaceMovie on face recognition in e attendace
Movie on face recognition in e attendace
 

Último

Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...
Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...Neo4j
 
IAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI SolutionsIAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI SolutionsEnterprise Knowledge
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerThousandEyes
 
How to convert PDF to text with Nanonets
How to convert PDF to text with NanonetsHow to convert PDF to text with Nanonets
How to convert PDF to text with Nanonetsnaman860154
 
08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking MenDelhi Call girls
 
Handwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsHandwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsMaria Levchenko
 
Slack Application Development 101 Slides
Slack Application Development 101 SlidesSlack Application Development 101 Slides
Slack Application Development 101 Slidespraypatel2
 
TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law DevelopmentsTrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law DevelopmentsTrustArc
 
The Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptxThe Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptxMalak Abu Hammad
 
08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking MenDelhi Call girls
 
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...Igalia
 
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...apidays
 
A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)Gabriella Davis
 
The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024Rafal Los
 
Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Enterprise Knowledge
 
Kalyanpur ) Call Girls in Lucknow Finest Escorts Service 🍸 8923113531 🎰 Avail...
Kalyanpur ) Call Girls in Lucknow Finest Escorts Service 🍸 8923113531 🎰 Avail...Kalyanpur ) Call Girls in Lucknow Finest Escorts Service 🍸 8923113531 🎰 Avail...
Kalyanpur ) Call Girls in Lucknow Finest Escorts Service 🍸 8923113531 🎰 Avail...gurkirankumar98700
 
[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdfhans926745
 
Unblocking The Main Thread Solving ANRs and Frozen Frames
Unblocking The Main Thread Solving ANRs and Frozen FramesUnblocking The Main Thread Solving ANRs and Frozen Frames
Unblocking The Main Thread Solving ANRs and Frozen FramesSinan KOZAK
 
Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreternaman860154
 
Data Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt RobisonData Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt RobisonAnna Loughnan Colquhoun
 

Último (20)

Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...
Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...
 
IAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI SolutionsIAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI Solutions
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected Worker
 
How to convert PDF to text with Nanonets
How to convert PDF to text with NanonetsHow to convert PDF to text with Nanonets
How to convert PDF to text with Nanonets
 
08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men
 
Handwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsHandwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed texts
 
Slack Application Development 101 Slides
Slack Application Development 101 SlidesSlack Application Development 101 Slides
Slack Application Development 101 Slides
 
TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law DevelopmentsTrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
 
The Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptxThe Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptx
 
08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men
 
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
 
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
 
A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)
 
The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024
 
Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...
 
Kalyanpur ) Call Girls in Lucknow Finest Escorts Service 🍸 8923113531 🎰 Avail...
Kalyanpur ) Call Girls in Lucknow Finest Escorts Service 🍸 8923113531 🎰 Avail...Kalyanpur ) Call Girls in Lucknow Finest Escorts Service 🍸 8923113531 🎰 Avail...
Kalyanpur ) Call Girls in Lucknow Finest Escorts Service 🍸 8923113531 🎰 Avail...
 
[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf
 
Unblocking The Main Thread Solving ANRs and Frozen Frames
Unblocking The Main Thread Solving ANRs and Frozen FramesUnblocking The Main Thread Solving ANRs and Frozen Frames
Unblocking The Main Thread Solving ANRs and Frozen Frames
 
Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreter
 
Data Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt RobisonData Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt Robison
 

3.21.13 Webinar: Investigative Face Recognition For Law Enforcement

  • 2. Introduction Webinar: Investigative Face Recognition for Law Enforcement • Facial recognition database solutions for police departments, law enforcement agencies and corrections facilities • Mobile facial recognition app for police on patrol • Investigative facial biometrics comparison, analysis and image tools for detectives and forensics analysts Hosts Paul Schuepp, Animetrics President and CEO Sean Doucette, Animetrics Facial Forensic Analyst
  • 3. • Since 2003 • Pioneers in Facial Biometrics • Patented 2D to 3D Facial Technology Copyright © 2013 All Rights Reserved. Patents 7,643,685 7,643,683 7,643,671 7,853,085
  • 4. Investigative Face Identifying subjects, fugitives, missing persons and persons of interest by using FR systems – Law enforcement (LE) and Gov’t sources ..DMVs, DHS, Intelligence Community(IC) – Open sources such as Facebook, Google – Images from video / camera evidence -FBI
  • 5. Rapid Growth of Video & Photo Facial Imagery Evidence Available Capturing face biometric data is not the problem – being able to use it for fast and accurate identity resolution is! Facial Images are UNCONTROLLED biometrics
  • 6. Other Biometric Capture Sensors Are Very Controlling
  • 7. The Problem for Facial Imagery: To Control the Uncontrolled • For Visualization • For Accuracy in Computerized Face Recognition Systems (“Lights out”) • Important for Enrollment , i.e. at Booking ISO/IEC 19794-5 Standard Guidelines
  • 8. Face Recognition Performance Has Improved Significantly <= 99.7% ID RATE
  • 9. Uncontrolled Facial Imagery Fails! Over 45% of faces seen by witnesses and victims are NOT FRONTAL FACIAL VIEWS… …”Lights Out” face reco solutions struggle to resolve identity
  • 10. The Requirements Investigative face biometric technology enables LE/IC to interpret uncontrolled facial images 1. Make uncontrolled data “ID ready” and more admissible in FR system • Off pose and low resolution face images should be corrected 2. Requires high performance “Lights Out” backend FR system for high capacity enrolled facial databases 3. Able to gather facial imagery remote, mobile, and video 4. Feature robust analysis and visualization tools 5. Provide manual and visual Face Identification (FI) - matching and comparison
  • 11. The Demand for Investigative Face Capabilities ForensicaGPS Resolve ID Facial Forensic Analysis FaceR Identity Management Solution (FIMS) Cloud Based Facial Collection, Search & Resolution Facial Imagery Collection & Video Analytics FaceR MobileID
  • 12. LIVE DEMONSTRATION by Sean Doucette Products: ForensicaGPS FIMS MobileID
  • 13. 2D-to-3D Technology Disruptive Technology…. • Uses existing and all digital cameras • Improves accuracy – Compensates for NON FRONTAL facial imagery – Adjusts facial lighting…bright light or low light – Utilizes the face geometry both 2D and 3D
  • 14. Animetrics Investigative Face Solutions FaceR Identity Management Solution (FIMS) FaceR ViNyL – Video Analysis Video Collection & Analytics (available 4’12) • Facial Search • Large Databases • Cloud Service • High Performance • FaceR MobileID iPhone / Android
  • 15. ForensicaGPS ..for ID Ready Facts Partners • • • Dataworks Plus UMC Switzerland UNIDAS Germany Deployments • • • PA JNET State wide California Sheriffs US, Europe and Middle East such as .. Zurich Forensic Police , Saudi Arabia, Qatar and UAE Police 3D Visual Tool Set Auto Pose Correction Morphological Analysis Face Biometric Evidence
  • 16. Investigative Face at Work: PA JNET Case: Philly PD & FBI • Detective sent a photo to JNET FR database • Individual target of Squad 2/Violent Gang & Drug Task Force investigation • PD - B/M, approx 5'5", 150 lbs 23 y/o, Area – Germantown/Philadelphia vicinity • Image was searched in JNET FR system • Match found & sent to detective and agent for confirmation PA Office of Attorney General • • • • AG sent image to JNET of individual sitting on bench in urban area. With JNET FR, office was able to crop the photo Used ForensicaGPS 3D tools & pose correction create a face forward pose and make “FR ID ready” Image was searched w/JNET FR system confirmed hit was in the top five of one of the result scans
  • 17. Case Study: PA JNET 3D Pose Corrected CROP MATCH FOUND Out of 3.5M
  • 20. Thank you Thank you! Call Call us.. us… 603-447-5600 (603) 447 5600 Headquarters 53 Technology Lane Conway, New Hampshire 03818 Phone - (603) 447-5600 Email: sales@animetrics.com www.animetrics.com

Notas do Editor

  1. exploring investigative face recognition technology and the growing number of face biometric applications and solutions now available for law enforcement
  2. FR systems unable to consistently verify/match to standards for “blind admission” in courtroom Effective with “controlled facial imagery” but not with uncontrolled facial image Law enforcement (LE) and Intelligence community (IC) rarely deal with controlled data