Biometrics
Video
Analytics & Surveillance
Face
Recognition
Video
Recognition (other)
Associative
Neural Networks & Real-time Machine Learning
Autonomous
Robot Navigation
Vision-based
Computer Interfaces & Face Tracking
See also:
Patents
Media
Coverage
UofA PhD dissertation
InCyb PhD dissertation
Non-scientific
writings
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To download papers written from 2001 to 2007 -
go to NRC
publication archives
For papers written prior to 2001 - go to University
of Alberta alumni site
Click on the links provided to download papers, talk slides and posters.
Biometrics:
Dmitry O. Gorodnichy, Elan Dubrofsky, Richard Hoshino, Wael Khreich, Eric Granger, Robert Sabourin.
"Exploring the upper bound performance limit of iris biometrics using score calibration and
fusion", Proceedings of IEEE SSCI Workshop on Computational Intelligence in Biometrics and Identity Management
(CIBIM), April 2011, Paris
Dmitry O. Gorodnichy. Further refinement of multi-order biometric score analysis framework and its application to designing and evaluating biometric systems for access and border
control. Proceedings of IEEE SSCI Workshop on Computational Intelligence in Biometrics and Identity Management
(CIBIM), April 2011, Paris
Dmitry O. Gorodnichy, Michael Thieme, Dave Bissessar, Jessica Chung, Elan Dubrofsky, Jonathon Lee
"C-BET evaluation of voice
biometrics". Proceedings of SPIE Defence, Security & Sensing Conference, Special Track on Biometric Technology for Human Identification VIII (DS108), Orlando, April 25-29, 2011.
Dmitry O. Gorodnichy, Dave Bissessar, Elan Dubrofsky, Jonathon Lee.
"Analyzing the performance and risks of biometrics systems using Comprehensive Biometrics Evaluation Toolkit (C-BET)" (Extended
Abstract and Demo), Justice Institute of British Columbia and the U.S. Department of Homeland Security's Center of Excellence VACCINE Workshop on "Visual Analytics for Public Safety Professionals", September 20 -21, New Westminster, BC, 2010.
D.O. Gorodnichy, R. Hoshino. Calibrated confidence scoring for biometric
identification. In Proceedings of the NIST International Biometric Performance Conference
(IBPC 2010), NIST Gaithersburg, March 2-4, 2010. [This
Talk and paper are also available
online from NIST
website]
D.O. Gorodnichy, R. Hoshino. Score
Calibration for Optimal Biometric Identification, Proceedings of Canadian
Conference on Artificial Intelligence (AI
2010), 31 May – 2 June, Ottawa, 2010. Lecture Notes in Artificial Intelligence, Springer
[Talk]
Dmitry O. Gorodnichy. Multi-order analysis framework for comprehensive biometric performance
evaluation, In Proceedings of SPIE Conference on Defense, Security, and Sensing. DS108: Biometric Technology for Human Identification track. Orlando, 5 - 9 April 2010.
[Talk] 
Dmitry O. Gorodnichy, "Evolution
and evaluation of biometric systems", Special Track on
Applied Computational Intelligence in Biometrics, IEEE Symposium on
Computational Intelligence for Security and Defence Applications (CISDA'09'),
8-10 July, 2009. [Talk]
Video Analytics & Surveillance:
David Bissessar and Dmitry O. Gorodnichy, "Integrating LPR with CCTV systems: problems and solutions",
Proceedings of SPIE 2011 Conference on Defense, Security, and Sensing, Orlando, April 21-26, 2011
Dmitry O. Gorodnichy and Elan Dubrofsky. "Automated extraction of intelligence from video using Video Analytics Platform
(VAP)". (Extended Abstract & Demo), Justice Institute of British Columbia and the U.S. Department of Homeland Security's Center of Excellence VACCINE Workshop on "Visual Analytics for Public Safety Professionals", September 20 -21, New Westminster, BC, 2010
Dmitry O. Gorodnichy and Elan Dubrofsky. VAP/VAT:
Video Analytics Platform and Testbed for testing . Proceedings of SPIE Conference on Defense, Security, and Sensing, DS226:
Visual Analytics for Homeland Defense and Security track. 5 - 9
April 2010, Orlando [Talk]
Dmitry O. Gorodnichy, Tony Mungham, "Automated
video surveillance: challenges and solutions. ACE Surveillance
(Annotated Critical Evidence) case study", NATO SET-125 Symposium "Sensor and Technology for Defence against Terrorism", Mainheim, April 2008. [Talk]
Dmitry O. Gorodnichy, Mohammad A. Ali, Elan Dubrofsky,
Kris Woodbeck. Zoom on the evidence with ACE Surveillance. International
Workshop on Video Processing and Recognition (VideoRec’07). May 28-30,
2007.
Montreal
,
QC
,
Canada
. NRC 49349
[Abstract
& Pdf]. -
[Pdf
and Poster]
Dmitry O. Gorodnichy,
ACE Surveillance: The Next Generation
Surveillance for Long-Term Monitoring and Activity Summarization.
First International Workshop on Video Processing for Security (VP4S-06),
June 7-9, Quebec City, Canada. NRC 48493 [Abstract
& Pdf] - [Pdf]
[Poster]
Face Recognition:
Invited Contribution: Dmitry O. Gorodnichy, “Face
databases and evaluation” chapter in Encyclopedia
of Biometrics (Editor: Stan Li), Planned for publication in 2009,
Elsevier Publisher
Journal Editorial: Dmitry O. Gorodnichy, Seeing faces in video by
computers. Image and Video Computing, Vol.
24, No. 5 (Special Issue on Face Processing in Video Sequences,
Editor: D.O. Gorodnichy), pp. 551-556, May 2006. NRC
48295 [Abstract
& Pdf].
 Read Editorial:
local
copy, from
NRC site. - "It
is one of the best editorials for a Special Issue that we have had... It
will be a very good introduction to what I believe will be an excellent
SI". - Keith D.
Baker, IVC Editor-in-Chief
Outline: 1. Video-processing phenomenon*.
2. Face processing we do*. 3. Precursory workshop. 4. State of the art:
perusing the papers. 5. Implications. 6. Future trends*
Dmitry O. Gorodnichy, Video-based framework for face recognition in video.
Second Workshop on Face Processing in Video (FPiV'05) in Proceedings of
Second Canadian Conference on Computer and Robot Vision (CRV'05), pp.
330-338, Victoria, BC, Canada, 9-11 May, 2005. ISBN 0-7695-2319-6. NRC
48216 [Abstract
& Pdf]. [Slides]
D.O. Gorodnichy, Projection learning vs correlation learning: from
Pavlov dogs to face recognition.
AI'05 Workshop on Correlation learning, Victoria, BC, Canada, May 8-12,
2005. NRC 48209 [Abstract
& Pdf] [Slides]
Dmitry O. Gorodnichy, Associative neural networks as means for
low-resolution video-based recognition. International Joint Conference on Neural Networks (IJCNN'05), Montreal,
Quebec, Canada, July 31-August 4, 2005. NRC 48217. [Abstract
& Pdf]
Dmitry O. Gorodnichy, Recognizing faces in video requires
approaches different from those developed for face recognition in
photographs,
NATO IST - 044
Workshop on "Enhancing Information Systems Security through
Biometrics", Ottawa, Canada, October 18-20, 2004. NRC
47149 [Abstract
& Pdf] - [Slides]
Dmitry O. Gorodnichy. Facial Recognition in Video. In
Proc.of IAPR Int. Conf. on Audio- and Video-Based Biometric Person
Authentication (AVBPA'03),
LNCS 2688, pp. 505-514, Guildford, UK, June 9-11, 2003. NRC
47150 [Abstract
& Pdf] - [Poster: pdf,
photo]
Video Recognition:
Dmitry O. Gorodnichy. Associative Tracking and Recognition in Video.
International Workshop on Video Processing for Security (VP4S-06), Québec City, Québec, Canada, June 7-9, 2006., 2006
NRC 48494. [Abstract
& Pdf]
Dmitry O. Gorodnichy and Arjun Yogeswaran. Detection and tracking of pianist hands and fingers.
In Proc. of the Canadian conference Computer & Robot Vision (CRV'06),
Quebec, Canada, June 7-9, 2006. NRC 48492. [Abstract
& Pdf]
Gorodnichy, D., Yogeswaran, A., and Comeau, G. C-MIDI stands for MIDI that "sees" the
notes. Video recognition of pianist hands and fingers. Toronto-Montreal Computer Vision Workshop. Ottawa, Ontario, Canada. May
29-30, 2006. NRC 48786. [Abstract
& Pdf]
Dmitry O. Gorodnichy and Gilles Bessens. From recognition in brain to recognition in
perceptual vision systems. Case study: identifying computer users with
low-resolution webcams.
Poster at CVR'05 Conference on Computational Vision in Neural and
Machine Systems. York University, Toronto, June 15-18, 2005. NRC
48208 [Abstract
& Pdf] [Slides]
Dmitry O. Gorodnichy. Second
order change detection, and its application to blink-controlled
perceptual interfaces. In Proc. IASTED Conf. on Visualization,
Imaging and Image Processing (VIIP 2003), pp. 140-145, Benalmádena,
Spain, Sept. 8-10, 2003. NRC 47151 [Abstract
& Pdf] [Slides]
Nouse®, Vision-based control and Face Tracking:
Gorodnichy,
D., Dubrofsky, E., and Mohammad, A.Ali. Working with a computer
hands-free using the Nouse Perceptual Vision Interface. International
Workshop on Video Processing and Recognition (VideoRec’07). May 28-30,
2007.
Montreal
,
QC
,
Canada
. NRC 49354 [Abstract
& Pdf]. - [Pdf
and Poster]
Dmitry O. Gorodnichy, Perceptual Cursor - a solution to the broken loop
problem in vision-based hands-free computer control devices. NRC-IIT Technical Report ERB-1133, February 2006. NRC
48472 [Abstract
& Pdf]. [Pdf]
Dmitry O. Gorodnichy Towards automatic retrieval of blink-based lexicon for
persons suffered from brain-stem injury using video cameras. In CD-ROM Proc. of the First IEEE CVPR Workshop on Face Processing in
Video (FPIV'04),
Washington DC, June 28, 2004. ISBN 0-7695-2158-4. ISSN 1063-6919. NRC
47138 [Abstract
& Pdf] [Slides]
Gilles Bessens and Dmitry O. Gorodnichy Towards building user seeing computers.
Second Workshop on Face Processing in Video (FPiV'05) jointly with
AI/GI/CRV'05, 9-11 May 2005, Victoria, BC, Canada, 2005. NRC
48210 [Abstract
& Pdf]. [Slides]
Dmitry O. Gorodnichy and Gerhard Roth. Nouse 'Use your nose as a mouse' perceptual vision
technology for hands-free games and interfaces Image
and Vision Computing, Volume
22, Issue 12 , 1 October 2004, Pages 931-942, 2004. NRC
47140 [Abstract
& Pdf] [Search
on
web*]
D.O. Gorodnichy and G. Roth. Affordable yet
robust and precise face tracking using USB cameras with application to
designing hands-free user interfaces, UIST'02,
Oct 27-30, 2002. NRC 45856
[Abstract
& Pdf] [Slides] [Cites]
D.O. Gorodnichy, S. Malik and G. Roth. Affordable
3D Face Tracking Using Projective Vision, Proceedings of
International Conference on Vision Interface (VI'2002),
pp. 383-390, Calgary, May 27-29, 2002. NRC
45862 [Abstract
& Pdf] [Slides] [Cites]
D.O. Gorodnichy, S. Malik and G. Roth. Nouse `Use
Your Nose as a Mouse' - a New Technology for Hands-free Games and
Interfaces, Proceedings of International Conference on Vision
Interface (VI'2002), pp.
354-361, Calgary, May 27-29, 2002. NRC
45855 [Abstract
& Pdf] [Poster]
[Cites]
Dmitry O. Gorodnichy. On Importance of Nose
for Face Tracking, Proc. Intern. Conf. on Automatic Face and
Gesture Recognition (FG'2002),
pp. 188-196, Washington DC, May 20-21, 2002. NRC
45854 [Abstract
& Pdf] [Poster]
[Cites]
Publications by/with Health Practitioners
and Rehabilitation Scientists:
"Leading
by the Nose: Collaborative Adaption of New Hands-Free Computer Tool
". Poster at ASSET'08 Conference.
"Can
Adults in Complex Continuing Care Facility Use "Nose as Mouse"
Technology?
" Poster at ASSET'08 Conference.
See
also Facial
Feature Tracking papers at UofA site
Neural Networks
Oleksiy K. Dekhtyarenko and Dmitry O.
Gorodnichy, High Performance Associative Neural Networks: Overview
and Library.
Canadian Conference on Artificial Intelligence (AI'06), Quebec City,
Canada, July 7-9, 2006. NRC 48492.[Abstract
and Pdf] [Library]
See other publications on Neural networks at: University
of Alberta alumni site
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