Publications


By (YEAR / TYPE)

2016

[ Many papers under review ]
(details not shown due to double-blind reviewing process)

Highly accurate gaze estimation using a consumer RGB-depth sensor
R. S. Ghiass and O. Arandjelović. In Proc.International Joint Conference on Artificial Intelligence, 2016.
[pdf] [bibtex]

Learnt quasi-transitive similarity for retrieval from large collections of faces
O. Arandjelović. In Proc. IEEE International Conference on Computer Vision and Pattern Recognition, 2016.
[pdf] [bibtex]

Prediction of future hospital admissions - what is the tradeoff between specificity and accuracy?
I. Vasiljva and O. Arandjelović. In Proc. International Conference on Bioinformatics and Computational Biology, 2016.
[pdf] [bibtex]

Understanding and overcoming the sticking point in resistance exercise
J. Kompf and O. Arandjelović. Sports Medicine, 2016. DOI: 10.1007/s40279-015-0460-2
[pdf] [bibtex]

On the discovery of hospital admission patterns - a clarification
O. Arandjelović. Bioinformatics, 2016. DOI: 10.1093/bioinformatics/btw049
[pdf] [bibtex]

2015

Highly accurate and fully automatic head pose estimation from a low quality consumer-level RGB-D sensor
R. S. Ghiass, O. Arandjelović, and D. Laurendeau. In Proc. ACM Conference on Multimedia, pages 25-34, Brisbane, Australia, October 2015.
[pdf] [bibtex]

Overcoming data scarcity of Twitter: using tweets as bootstrap with application to autism-related topic content analysis
A. Beykikhoshk, O. Arandjelović, D. Phung, and S. Venkatesh. In Proc. IEEE/ACM International Conference on Advances in Social Network Analysis and Mining, pages 1354-1361, Paris, France, August 2015.
[pdf] [bibtex]

Clinical trial adaptation by matching evidence in complementary patient sub-groups of auxiliary blinding questionnaire responses
O. Arandjelović. PLOS ONE, 10(7):e0131524, July 2015.
[pdf] [bibtex]

Discovering hospital admission patterns using models learnt from electronic hospital records
O. Arandjelović. Bioinformatics, 31(24):3970-3976, December 2015.
[pdf] [bibtex]

Prediction of health outcomes using big (health) data
O. Arandjelović. In Proc. International Conference of the IEEE Engineering in Medicine and Biology Society, pages 2543-2546, Milano, Italy, August 2015.
[pdf] [bibtex]

Face filtering - insights from real-world data
Y. Biadglgne and O. Arandjelović. In Proc. International Conference on Systems, Signals and Image Processing, pages 65-68, London, UK, September 2015.
[pdf] [bibtex]

Bo(V)W models for object recognition from video
W. Rieutort-Louis and O. Arandjelović. In Proc. International Conference on Systems, Signals and Image Processing, pages 89-92, London, UK, September 2015.
[pdf] [bibtex]

Automatic vehicle tracking and recognition from aerial image sequences
O. Arandjelović. In Proc. IEEE Conference on Advanced Video and Signal Based Surveillance, pages 1-6, Karlsruhe, Germany, August 2015.
[pdf] [bibtex]

Efficient and Accurate Set Based Registration of Time-Separated Aerial Images
O. Arandjelović, D. Pham, and S. Venkatesh. Pattern Recognition, 48(11):3466-3476, November 2015.
[pdf] [bibtex]

Using Twitter to Learn About the Autism Community
A. Beykikhoshk, O. Arandjelović, D. Phung, S. Venkatesh, and T. Caelli. Social Network Analysis and Mining, 5(1):5-22, December 2015.
[pdf] [bibtex]

CCTV Scene Perspective Distortion Estimation From Low-Level Motion Features
O. Arandjelović, D. Pham, and S. Venkatesh. IEEE Transactions on Circuits and Systems for Video Technology, 2015. DOI: 10.1109/TCSVT.2015.2424055
[pdf] [bibtex]

Hierarchical Dirichlet Process for Tracking Complex Topical Structure Evolution and Its Application to Autism Research Literature
A. Beykikhoshk, O. Arandjelović, D. Phung and S. Venkatesh. In Proc. Pacific-Asia Conference on Knowledge Discovery and Data Mining, Ho Chi Minh City, Vietnam, May 2015.
[pdf] [bibtex]

Doping Use Meta-Analysis: Science Seasoned with Moralistic Prejudice
O. Arandjelović. Sports Medicine, 45(3):443-444, March 2015.
[pdf] [bibtex]

The adaptable buffer algorithm for high quantile estimation in non-stationary data streams
O. Arandjelović, D. Pham, and S. Venkatesh. In Proc. International Joint Conference on Neural Networks, pages 1-7, Killarney, Ireland, July 2015.
[pdf] [bibtex]

Viewpoint distortion compensation in practical surveillance systems
O. Arandjelović, D. Pham, and S. Venkatesh. In Proc. International Conference on Multimedia and Expo, Torino, Italy, June 2015.
[pdf] [bibtex]

Groupwise registration of aerial images
O. Arandjelović, D. Pham, and S. Venkatesh. In Proc. International Joint Conference on Artificial Intelligence, pages 2133-2140, Beuenos Aires, Argentina, July 2015.
[pdf] [bibtex]

Sample-Targeted Clinical Trial Adaptation
O. Arandjelović. In Proc. AAAI Conference on Artificial Intelligence, pages 1693-1699, Austin, USA, January 2015.
[pdf] [bibtex]

Detection of Dynamic Background due to Swaying Movements from Motion Features
D. Pham, O. Arandjelović and S. Venkatesh. IEEE Transactions on Image Processing, 24(1):332-344, January 2015.
[pdf] [bibtex]

Two Maximum Entropy Based Algorithms for Running Quantile Estimation in Non-Stationary Data Streams
O. Arandjelović, D. Pham, and S. Venkatesh. IEEE Transactions on Circuits and Systems for Video Technology, 2015.
[pdf] [bibtex]

2014

Fairer Citation-Based Metrics
O. Arandjelović. arXiv:cs/0707.3168, August 2014.
[pdf] [bibtex]

Detection of Dynamic Background due to Swaying Movements from Motion Features
D. Pham, O. Arandjelović, and S. Venkatesh. IEEE Transactions on Image Processing, 2014.
[pdf] [bibtex]

A Framework for Improving the Performance of Verification Algorithms with a Low False Positive Rate Requirement and Limited Training Data
O. Arandjelović. In Proc. IEEE/IAPR International Joint Conference on Biometrics, Clearwater, USA, September 2014.
[pdf] [bibtex]

A Unified Framework for Thermal IR-Based Face Recognition: Dealing with Changes in Pose, Physiological State, and Face-Specific Occlusions
R. S. Ghiass, O. Arandjelović, A. Bendada, and X. Maldague. In Proc. International Conference on Neural Information Processing, pages 335-343, Kuching, Malaysia, November 2014.
[pdf] [bibtex]

Stream Quantiles via Maximal Entropy Histograms
O. Arandjelović, D. Pham, and S. Venkatesh. In Proc. International Conference on Neural Information Processing, pages 327-334, Kuching, Malaysia, November 2014.
[pdf] [bibtex]

Data-Mining Twitter and the Autism Spectrum Disorder: A Pilot Study
A. Beykikhoshk, O. Arandjelović, D. Phung, S. Venkatesh, and T. Caelli. In Proc. IEEE/ACM International Conference on Social Networks Analysis and Mining, pages 349-356, Beijing, China, August 2014.
[pdf] [bibtex]

A Risky Business or a Safe BET? A Fuzzy Set Event Tree for Estimating Hazard in Biotelemetry Studies
O. R. Bidder, O. Arandjelović, F. Almutairi, E. Shepard, S. Lambertucci, and R. P. Wilson. Animal Behaviour, 93(7):143-150, July 2014.
[pdf] [bibtex]

Infrared Face Recognition: A Comprehensive Review of Methodologies and Databases
R. S. Ghiass, O. Arandjelović, A. Bendada, and X. Maldague. Pattern Recognition, 47(9):2807-2824, September 2014.
[pdf] [bibtex]

Hallucinating Optimal High-Dimensional Spaces
O. Arandjelović. Pattern Recognition, 47(8):2662-2672, August 2014.
[pdf] [bibtex]

Discriminative Extended Canonical Correlation Analysis for Pattern Set Matching
O. Arandjelović. Machine Learning, 94(3):353-370, March 2014.
[pdf] [bibtex]

2013

Computer Simulation Based Parameter Selection for Resistance Exercise
O. Arandjelović. In Proc. Modelling and Simulation, pages 24-33, Banff, Canada, June 2013.
[pdf] [bibtex]

Discriminative k-Means Clustering
O. Arandjelović. In Proc. International Joint Conference on Neural Networks, pages 2374-2380, Dallas, USA, August 2013.
[pdf] [bibtex]

Infrared Face Recognition: A Literature Review
R. S. Ghiass, O. Arandjelović, A. Bendada, and X. Maldague. In Proc. International Joint Conference on Neural Networks, pages 2791-2800, Dallas, USA, August 2013.
[pdf] [bibtex]

Illumination-Invariant Face Recognition from a Single Image Across Extreme Pose Using a Dual Dimension AAM Ensemble in the Thermal Infrared Spectrum
R. S. Ghiass, O. Arandjelović, A. Bendada, and X. Maldague. In Proc. International Joint Conference on Neural Networks, pages 2781-2790, Dallas, USA, August 2013.
[pdf] [bibtex]

Vesselness Features and the Inverse Compositional AAM for Robust Face Recognition Using Thermal IR
R. S. Ghiass, O. Arandjelović, A. Bendada, and X. Maldague. In Proc. AAAI Conference on Artificial Intelligence, pages 317-330, Bellevue, USA, July 2013.
[pdf] [bibtex]

On Self-Propagating Methodological Flaws in Performance Normalization for Strength and Power Sports
O. Arandjelović. Sports Medicine, 43(6):451-461, June 2013.
[pdf] [bibtex]

Making the most of the Self-Quotient Image in Face Recognition
O. Arandjelović. In Proc. IEEE Conference on Automatic Face and Gesture Recognition, Shanghai, China, April 2013.
[pdf] [bibtex]

Achieving Robust Face Recognition from Video by Combining a Weak Photometric Model and a Learnt Generic Face Invariant
O. Arandjelović and R. Cipolla. Pattern Recognition, 46(1):9-23, January 2013.
[pdf] [bibtex]

2012

A New Framework for Interpreting the Outcomes of Imperfectly Blinded Controlled Clinical Trials
O. Arandjelović. PLoS ONE, 7(12):e48984, 2012.
[pdf] [bibtex]

Matching Objects across the Textured-Smooth Continuum
O. Arandjelović. In Proc. Australasian Conference on Robotics and Automation, Wellington, New Zealand, December 2012.
[pdf] [bibtex]

Assessing Blinding in Clinical Trials
O. Arandjelović. Advances in Neural Information Processing Systems, Lake Tahoe, USA, December 2012.
[pdf] [bibtex]

Object Matching Using Boundary Descriptors
O. Arandjelović. In Proc. British Machine Vision Conference, Guildford, UK, September 2012.
[pdf] [bibtex]

Gradient Edge Map Features for Frontal Face Recognition Under Extreme Illumination Changes
O. Arandjelović. In Proc. British Machine Vision Conference, Guildford, UK, September 2012.
[pdf] [bibtex]

Reading Ancient Coins: Automatically Identifying Denarii Using Obverse Legend Seeded Retrieval
O. Arandjelović. In Proc. European Conference on Computer Vision, Vol. 4, pages 317-330, Florence, Italy, October 2012.
[pdf] [bibtex]

Does Cheating Pay: The Role of Externally Supplied Momentum on Muscular Force in Resistance Exercise
O. Arandjelović. European Journal of Applied Physiology, 113(1):135-145, January 2012.
[pdf] [bibtex]

Colour Invariants Under a Non-Linear Photometric Camera Model and Their Application to Face Recognition from Video
O. Arandjelović. Pattern Recognition, 45(7):2499-2509, January 2012.
[pdf] [bibtex]

Common Variants of the Resistance Mechanism in the Smith Machine: Analysis of Mechanical Loading Characteristics and Application to Strength-Oriented and Hypertrophy-Oriented Training
O. Arandjelović. Journal of Strength and Conditioning Research, 26(2):350-363, February 2012.
[pdf] [bibtex]

Computationally Efficient Application of the Generic Shape-Illumination Invariant to Face Recognition from Video
O. Arandjelović. Pattern Recognition, 45(1):92-103, January 2012.
[pdf] [bibtex]

2011

Freehand 3D Scanning in a Mobile Environment using Video
P. Wollner and O. Arandjelović. In Proc. IEEE Workshop on Human Computer Interaction, Barcelona, Spain, November 2011.
[pdf] [bibtex]

Contextually Learnt Detection of Unusual Motion-Based Behaviour in Crowded Public Spaces
O. Arandjelović. In Proc. International Symposium on Computer and Information Sciences, pages 403-410, London, UK, September 2011.
[pdf] [bibtex]

Optimal Effort Investment for Overcoming the Weakest Point – New Insights from a Computational Model of Neuromuscular Adaptation
O. Arandjelović. European Journal of Applied Physiology, 111(8):1715-1723, August 2011.
[pdf] [bibtex]   The final publication is available at www.springerlink.com

2010

Multiple-Object Tracking in Cluttered and Crowded Public Spaces
R. Martin and O. Arandjelović. In Proc. International Symposium on Visual Computing, Springer Lecture Notes in Computer Science, pages 89-98, Las Vegas, USA, November 2010.
[pdf] [bibtex]

Accurate and Efficient Face Recognition from Video
O. Arandjelović. In Proc. British Machine Vision Conference, Aberystwyth, UK, September 2010.
[pdf] [bibtex]

Recognition from Appearance Subspaces Across Image Sets of Variable Scale
O. Arandjelović. In Proc. British Machine Vision Conference, Aberystwyth, UK, September 2010.
[pdf] [bibtex]

A Mathematical Model of Neuromuscular Adaptation to Resistance Training and Its Application in a Computer Simulation of Accommodating Loads
O. Arandjelović. European Journal of Applied Physiology, 110(3):523-538, October 2010. DOI: 10.1007/s00421-010-1526-3
[pdf] [bibtex]   The final publication is available at www.springerlink.com

Automatic Attribution of Ancient Roman Imperial Coins
O. Arandjelović. In Proc. IEEE Conference on Computer Vision and Pattern Recognition, pages 1728-1734, San Francisco, USA, June 2010.
[pdf] [bibtex]

Thermal and Reflectance Based Personal Identification Methodology under Variable Illumination
O. Arandjelović, R. Hammoud and R. Cipolla. Pattern Recognition, 43(5):1801-1813, May 2010.
[pdf] [bibtex]

2009

Unfolding a Face: from Singular to Manifold
O. Arandjelović. In Proc. Asian Conference on Computer Vision, Springer Lecture Notes in Computer Science, 5996:203-213, Xi'an, China, September 2009.
[pdf] [bibtex]

A Pose-Wise Linear Illumination Manifold Model for Face Recognition using Video
O. Arandjelović, R. Cipolla. Computer Vision and Image Understanding, 113(1):113-125, January 2009.
[pdf] [bibtex]

A Methodology for Rapid Illumination-Invariant Face Recognition using Image Processing Filters
O. Arandjelović, R. Cipolla. Computer Vision and Image Understanding, 113(2):159-171, February 2009.
[pdf] [bibtex]

2008

Crowd Detection from Still Images
O. Arandjelović. In Proc. British Machine Vision Conference, Vol. 1, pages 523-532, Leeds, UK, September 2008.
[pdf] [bibtex]

Colour Invariants for Machine Face Recognition
O. Arandjelović, R. Cipolla. In Proc. IEEE Conference on Automatic Face and Gesture Recognition, pages 1-8, Amsterdam, The Netherlands, September 2008.
[pdf] [bibtex]

2007

A Manifold Approach to Face Recognition from Low Quality Video Across Illumination and Pose using Implicit Super-Resolution
O. Arandjelović and R. Cipolla. In Proc. IEEE International Conference on Computer Vision, Rio de Janeiro, Brazil, October 2007.
[pdf] [bibtex]

Achieving Illumination Invariance using Image Filters
O. Arandjelović and R. Cipolla. Chapter in Face Recognition, Advanced Robotic Systems, ISBN 978-3-902613-03-5, July 2007.
[pdf] [bibtex]

Towards Person Authentication by Fusing Visual and Thermal Face Biometrics
O. Arandjelović, R. Hammoud and R. Cipolla. Chapter in Multi-Sensory Multi-Modal Face Biometrics for Personal Identification, Springer-Verlag, ISBN 978-3-540-49344-0, September 2007.
[pdf] [bibtex]

Boosted Manifold Principal Angles for Image Set-Based Recognition
T-K. Kim, O. Arandjelović, R. Cipolla. Pattern Recognition, 40(9):2475-2484, 2007.
[pdf] [bibtex]

2006

Automatic Face Recognition from Video
O. Arandjelović. PhD Dissertation, University of Cambridge, 2006.
[pdf] [bibtex]

Semantic Photosynthesis
M. Johnson, G. Brostow, J. Shotton, O. Arandjelović, V. Kwatra and R. Cipolla. Computer Graphics Forum, 25(1):407-413, 2006.
[pdf] [bibtex]

On Person Authentication by Fusing Visual and Thermal Face Biometrics
O. Arandjelović, R. Hammoud and R. Cipolla. In Proc. IEEE International Conference on Advanced Video and Signal based Surveillance, pages 50-56, Sydney, Australia, November 2006.
[pdf] [bibtex]

Face Set Classification using Maximally Probable Mutual Modes
O. Arandjelović and R. Cipolla. In Proc. IAPR International Conference on Pattern Recognition, pages 511-514, Hong Kong, August 2006.
[pdf] [bibtex]

Multi-Sensory Face Biometric Fusion (for Personal Identification)
O. Arandjelović, R. Hammoud and R. Cipolla. In Proc. IEEE Workshop on Object Tracking and Classification Beyond the Visible Spectrum, New York, USA, June 2006.
[pdf] [bibtex] (best paper award)

Semantic Photo Synthesis
G. Brostow, M. Johnson, J. Shotton, O. Arandjelović and R. Cipolla. In Proc. Eurographics, Vienna, Austria, September 2006.
[pdf] [bibtex]

Incremental Learning of Temporally-Coherent Gaussian Mixture Models
O. Arandjelović, R. Cipolla. Society of Manufacturing Engineers (SME) Technical Papers, May 2006.
[pdf] [bibtex]

Automatic Cast Listing in Feature-Length Films with Anisotropic Manifold Space
O. Arandjelović, R. Cipolla. In Proc. IEEE Conference on Computer Vision and Pattern Recognition, Vol. 2, pages 1513-1520, New York, USA, June 2006.
[pdf] [bibtex]

Face Recognition from Video using the Generic Shape-Illumination Manifold
O. Arandjelović, R. Cipolla. In Proc. IEEE European Conference on Computer Vision, Vol. 4, pages 27-40, Graz, Austria, May 2006.
[pdf] [bibtex]

A New Look at Filtering Techniques for Illumination Invariance in Automatic Face Recogition
O. Arandjelović, R. Cipolla. In Proc. IEEE Conference on Automatic Face and Gesture Recognition, pages 449-454, Southampton, UK, April 2006.
[pdf] [bibtex]

An Information-Theoretic Approach to Face Recognition from Face Motion Manifolds
O. Arandjelović, R. Cipolla. Image and Vision Computing (special issue on Face Processing in Video), 24(6):639-647, 2006.
[pdf] [bibtex]

On Film Character Retrieval in Feature-Length Films
O. Arandjelović, A. Zisserman. Chapter in Interactive Video: Algorithms and Technologies, Springer-Verlag, ISBN 978-3-540-33214-5, 2007.
[pdf] [bibtex]

2005

Incremental Learning of Temporally-Coherent Gaussian Mixture Models
O. Arandjelović, R. Cipolla. In Proc. British Machine Vision Conference, Vol. 2, pages 759-768, Oxford, UK, September 2005.
[pdf] [bibtex]

Learning over Sets using Boosted Manifold Principal Angles (BoMPA)
T-K. Kim, O. Arandjelović, R. Cipolla. In Proc. British Machine Vision Conference, Vol. 2, pages 779-788, Oxford, UK, September 2005.
[pdf] [bibtex] (prize nomination)

Automatic Face Recognition for Film Character Retrieval in Feature-Length Films
O. Arandjelović, A. Zisserman. In Proc. IEEE Conference on Computer Vision and Pattern Recognition, Vol. 1, pages 860-867, San Diego, USA, June 2005.
[pdf] [bibtex]

Face Recognition with Image Sets using Manifold Density Divergence
O. Arandjelović, G. Shakhnarovich, J. Fisher, R. Cipolla, T. Darrell. In Proc. IEEE Conference on Computer Vision and Pattern Recognition, Vol. 1, pages 581-588, San Diego, USA, June 2005.
[pdf] [bibtex]

2004

Face Recognition from Face Motion Manifolds
O. Arandjelović, 1st Year PhD Report, Department of Engineering, University of Cambridge, September 2004.
[pdf] [bibtex]

An Illumination Invariant Face Recognition System for Access Control using Video
O. Arandjelović, R. Cipolla. In Proc. British Machine Vision Conference, pages 537-546, Kingston, UK, September 2004.
[pdf] [bibtex]

Face Recognition from Face Motion Manifolds using Robust Kernel Resistor-Average Distance
O. Arandjelović, R. Cipolla. In Proc. IEEE Workshop on Face Processing in Video, Vol. 5, pages 84, Washington DC, USA, June 2004.
[pdf] [bibtex] (chosen as one of 10 best papers)

2003

Face Recognition in Films
O. Arandjelović. MEng Thesis, Department of Engineering, University of Oxford, June 2003.
[pdf] [bibtex]

2002

Live-Wire 3D Medical Images Segmentation
O. Arandjelović. 3rd Project Report, Department of Engineering, University of Oxford, June 2002.
[pdf] [bibtex]