Curriculum Vitae

PERSONAL DETAILS

Date of Birth:16th April, 1980.
Nationality:Yugoslav

EDUCATION

Sep 2003 - Aug 2006 PhD, Trinity College, University of Cambridge
Oct 1999 - Jun 2003 MEng, St. John’s College, University of Oxford
First Class Honours in Engineering & Computing Science
Graduated at top of the honours list
Sep 1995 - May 1999 High School of Mathematics, Belgrade
Grade point average: 5.0/5.0

PROFESSIONAL EXPERIENCE

Oct 2006 - presentResearch Fellow, Trinity College, University of Cambridge,
Jun 2003 - Aug 2003Research Assistant, Visual Geometry Group, University of Oxford,
Mar 2000 - Oct 2002Computer Virus Researcher, Sophos Antivirus,
Jul 2001 - Sep 2001Software Architect & Developer, IBM,
Jul 1998 - Aug 1998Software Developer, SUN Microsystems

SELECTED PUBLICATIONS

O. Arandjelović. Colour invariants under a non-linear photometric camera model and their application to face recognition from video to face recognition from video. Pattern Recognition, 45(7):2499-2509, July 2012. FULL PAPER
O. Arandjelović. Computationally efficient application of the generic shape-illumination invariant to face recognition from video. Pattern Recognition, 45(1):92-103, January 2012. FULL PAPER
O. Arandjelović. Common variants of the resistance mechanism in the smith machine: analysis of mechanical loading characteristics and application to strength-oriented and hypertrophy-oriented training. Journal of Strength and Conditioning Research, 26(2):350-363, February 2012. FULL PAPER
P. Wollner and O. Arandjelović. Freehand 3D scanning in a mobile environment using video. In Proc. IEEE Workshop on Human Computer Interaction, 2011. FULL PAPER
O. Arandjelović. Contextually learnt detection of unusual motion-based behaviour in crowded public spaces. In Proc. International Symposium on Computer and Information Sciences (ISCIS), September 2011. FULL PAPER
O. Arandjelović. Optimal effort investment for overcoming the weakest point – new insights from a computational model of neuromuscular adaptation. European Journal of Applied Physiology, 111(8):1715-1723, August 2011. DOI: 10.1007/s00421-010-1814-y FULL PAPER
R. Martin and O. Arandjelović. Multiple-object tracking in cluttered and crowded public spaces. In Proc. International Symposium on Visual Computing, 3:89-98, November-December 2010. FULL PAPER
O. Arandjelović. Accurate and efficient face recognition from video. In Proc. British Machine Vision Conference, September 2010. FULL PAPER
O. Arandjelović. Recognition from appearance subspaces across image sets of variable scale. In Proc. British Machine Vision Conference, September 2010. FULL PAPER
O. Arandjelović. A mathematical model of neuromuscular adaptation to resistance training and its application in a computer simulation of accommodating loads. European Journal of Applied Physiology, 110(3):523-538, October 2010. DOI: 10.1007/s00421-010-1526-3 FULL PAPER
O. Arandjelović. Automatic attribution of ancient Roman imperial coins. In Proc. IEEE Conference on Computer Vision Pattern Recognition, pages 1728-1734, June 2010. FULL PAPER
O. Arandjelović, R. Hammoud and R. Cipolla. Thermal and reflectance based personal identification methodology under variable illumination. Pattern Recognition, 43(5):1801:1813, May 2010. FULL PAPER
O. Arandjelović. Unfolding a face: from singular to manifold. In Proc. Asian Conference on Computer Vision, Springer Lecture Notes in Computer Science, 5996:203-213, September 2009. FULL PAPER
O. Arandjelović and R. Cipolla. A methodology for rapid illumination-invariant face recognition using image processing filters. Computer Vision and Image Understanding, 113(2):159-171, February 2009. FULL PAPER
O. Arandjelović and R. Cipolla. A pose-wise linear illumination manifold model for face recognition using video. Computer Vision and Image Understanding, 113(1):113-125, January 2009. FULL PAPER
O. Arandjelović. Crowd detection from still images. In Proc. British Machine Vision Conference, 2:523-532, September 2008. FULL PAPER
O. Arandjelović and R. Cipolla. Colour invariants for machine face recognition. In Proc. IEEE Conference on Automatic Face and Gesture Recognition, pages 1-8, September 2008. FULL PAPER
O. Arandjelović and R. Cipolla. Achieving illumination invariance using image filters. In Face Recognition, Advanced Robotic Systems, ISBN 978-3-902613-03-5, July 2007. FULL PAPER
O. Arandjelović, R. Hammoud and R. Cipolla. Towards person authentication by fusing visual and thermal face biometrics. In Multi-Sensory Multi-Modal Face Biometrics for Personal Identification, Springer-Verlag, ISBN 978-3-540-49344-0, March 2007. FULL CHAPTER
T-K. Kim, O. Arandjelović and R. Cipolla. Boosted manifold principal angles for image set-based recognition. Pattern Recognition, 40(9):2475-2484, September 2007. FULL PAPER
M. Johnson, G. Brostow, J. Shotton, O. Arandjelović and R. Cipolla. Semantic photosynthesis. Computer Graphics Forum, 25(1), September 2006. FULL PAPER
O. Arandjelović, R. Hammoud and R. Cipolla. On person authentication by fusing visual and thermal face biometrics. In Proc. IEEE International Conference on Advanced Video and Signal based Surveillance, pages 50-56, November 2006. FULL PAPER
O. Arandjelović and R. Cipolla. Face set classification using maximally probable mutual modes. In Proc. IAPR International Conference on Pattern Recognition, pages 511-514, August 2006. FULL PAPER
O. Arandjelović, R. Hammoud and R. Cipolla. Multi-sensory face biometric fusion (for personal identification). In Proc. IEEE Workshop on Object Tracking and Classification Beyond the Visible Spectrum, June 2006. FULL PAPER (best paper award)
G. Brostow, M. Johnson, J. Shotton, O. Arandjelović and R. Cipolla. Semantic photo synthesis. In Proc. Eurographics, September 2006. FULL PAPER
O. Arandjelović and R. Cipolla. Incremental learning of temporally-coherent Gaussian mixture models. Society of Manufacturing Engineers (SME) Technical Papers, 2, May 2006. FULL PAPER
O. Arandjelović and R. Cipolla. Automatic cast listing in feature-length films with anisotropic manifold space. In Proc. IEEE Conference on Computer Vision Pattern Recognition, 2:1513-1520, June 2006. FULL PAPER
O. Arandjelović and R. Cipolla. Face recognition from video using the generic shape-illumination manifold. In Proc. IEEE European Conference on Computer Vision, 4:27-40, May 2006. FULL PAPER
O. Arandjelović and R. Cipolla. A new look at filtering techniques for illumination invariance in automatic face recognition. In Proc. IEEE Conference on Automatic Face and Gesture Recognition, pages 449-454, April 2006. FULL PAPER
O. Arandjelović and R. Cipolla. An information-theoretic approach to face recognition from face motion manifolds. Image and Vision Computing (special issue on Face Processing in Video Sequences), 24(5), June 2006. FULL PAPER
O. Arandjelović and A. Zisserman. On film character retrieval in feature-length films. In Interactive video: Algorithms and Technologies, Springer-Verlag, ISBN 978-3-540-33214-5, May 2006. FULL CHAPTER
T-K. Kim, O. Arandjelović and R. Cipolla. Learning over sets using boosted manifold principal angles (BoMPA). In Proc. British Machine Vision Conference, 2:779-788, September 2005. FULL PAPER (nomination for the best paper in the conference)
O. Arandjelović and R. Cipolla. Incremental learning of temporally-coherent Gaussian mixture models. In Proc. British Machine Vision Conference, 2:759-768, September 2005. FULL PAPER
O. Arandjelović, G. Shakhnarovich, J. Fisher, R. Cipolla and T. Darrell. Face recognition with image sets using manifold density divergence. In Proc. IEEE Conference on Computer Vision Pattern Recognition, 1:581-588, June 2005. FULL PAPER
O. Arandjelović and A. Zisserman. Automatic face recognition for film character retrieval in feature-length films. In Proc. IEEE Conference on Computer Vision Pattern Recognition, 1:860-867, June 2005. FULL PAPER
O. Arandjelović. Face recognition from face motion manifolds. First year PhD Report, University of Cambridge, September 2004.
O. Arandjelović and R. Cipolla. An illumination invariant face recognition system for access control using video. In Proc. British Machine Vision Conference, pages 537-546, September 2004. FULL PAPER
O. Arandjelović and R. Cipolla. Face recognition from face motion manifolds using robust kernel resistor-average distance. IEEE Workshop on Face Processing in Video, 5:83, June 2004. FULL PAPER (chosen as one of the 10 best papers in the workshop)
O. Arandjelović. Face recognition in films. MEng Thesis, University of Oxford, June 2003. SYNOPSIS

RECENT AWARDS

2008Irisys awarded the best security paper award on IAPR British Machine Vision Conference. LINK
2006Delphi Electronics & Safety awarded the best paper award on IEEE Conference on Computer Vision and Pattern Recognition OTCBVS (Object Tracking and Classification beyond the Visible Spectrum) workshop. LINK
2004Cambridge Overseas Trust (set up under the patronage of His Royal Highness The Prince of Wales) awarded the status of Cambridge Overseas Trust Fellow. LINK
2003Toshiba Corporation awarded the Toshiba studentship, covering maintenance and research costs for the duration of 3 years.
2003Cambridge Overseas Trust (set up under the patronage of His Royal Highness The Prince of Wales) awarded the status of Honorary Cambridge Overseas Trust Scholar. LINK
2003Trinity College Cambridge awarded the Trinity External Research Studentship tenable for the duration of 3 years.
2003The Overseas Research Students (ORS) Awards Committee (chief executive Baroness Warwick) awarded the ORS award tenable for the duration of 1 year.
2003Science Engineering and Technology (SET) Student of the Year Award Committee selected as one of the best 3 students in the UK in both the area of Information Engineering (judged by IEE and BCS) and The Best Use of Information Technology (judged by Microsoft).
2003Oxford University Examiners awarded the Maurice Lubbock prize for the best performance in the final Engineering and Computing Science examinations. LINK1 LINK2
2002British Computing Society awarded the 2nd prize on Barclay's Capital team programming competition (the captain of a randomly selected team).
2001British Computing Society awarded the 4th prize on Barclay's Capital team programming competition (the captain of the Oxford University team).
2000St. John's College awarded the status of a Scholar for outstanding performance in the preliminary Engineering examinations.
2000Oxford University Examiners awarded the Carnaud Metalbox prize for the best performance in the preliminary Engineering examinations.
1999Society of Mathematicians of Yugoslavia awarded the 2nd prize on the Federal competition of young programmers.
1998International Olympiad in Informatics Committee awarded a silver medal on the 28th International Olympiad in Informatics, held in Capetown, Republic of South Africa.

TEACHING

4th year project supervisor (University of Cambridge) in Computer Vision
3rd year project organizer (University of Cambridge) in Image Processing
College supervisor (Trinity College Cambridge, Fitzwilliam College Cambridge) in Mathematics, Control Engineering, Communications and Information Engineering
Lecturer (University of Cambridge) in Image Processing

ACADEMIC ACTIVITIES

Member of the Institute of Electrical and Electronics Engineers (IEEE)
Reviewer for IEEE Transactions on Pattern Analysis and Machine Intelligence
Reviewer for IEEE Transactions on Image Processing
Reviewer for Systems, Man and Cybernetics - Part B: Cybernetics
Reviewer for Machine Vision and Applications
Reviewer for Information Sciences
Reviewer for Pattern Recognition
Reviewer for Pattern Recognition Letters
Reviewer for Journal of Zhejiang University - SCIENCE C (Computers and Electronics)
Reviewer for Journal of Strength and Conditioning Research
Reviewer for IEEE International Conference on Computer Vision (ICCV)
Reviewer for European Conference on Computer Vision (ECCV)
Reviewer for IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
Reviewer for IEEE Conference on Automatic Face and Gesture Recognition (FGR)
Reviewer for IEEE Conference on Image Processing (ICIP)
Reviewer for IEE Conference on Imaging for Crime Detection and Prevention (ICDP)
Reviewer for International Conference on Visual Information Engineering

INVITED SEMINARS, LECTURES ETC.

Jan 2005Invited talk at Rank Prize Funds mini-symposium. “Automatic Face Recognition From Video using Face Motion Manifolds”.
Jul 2004Invited seminar at Massachusetts Institute of Technology (MIT). “Automatic Face Recognition From Video”.
Mar 2004Invited seminar at Microsoft Research Laboratory, Cambridge. “Automatic Face Recognition in Feature-Length Films”.
Sep 2003Guest appearance in the popular talk-show "Mira Adanja-Polak i Vi". LINK (also in Wikipedia).

SKILLS

LanguagesSerbo-Croatian (native), English (fluent).
Computer skillsRegularly use Matlab, C & C++, Java and x86 Assembler. Past experience with Pascal, Delphi, HTML, DHTML, Visual Basic, JScript etc.

ENTREPRENEURSHIP

2003-2005Director of Circo Maximo, Ltd. Dealer of quality ancient coins and antiquities. http://www.circomaximo.com/

SPORTS

Trained basketball from the age of 13 until the age of 18 and was recognized as one of the best young players in Yugoslavia. At present passionately involved in competitive natural bodybuilding and a Member of the Natural Physique Association (NPA). In 2008 won the Mike Williams Classic heavyweight title and placed 3rd at the British Championships; in 2006 placed 2nd at the British Championships.

ARTS

From the early childhood recognized as having an outstanding talent for painting. Attended the arts school of a distinguished Serbian painter, Sergej Jovanovic, for more than 11 years and had work presented in a number of national and international exhibitions.