Ognjen Arandjelovic

According to our database1, Ognjen Arandjelovic authored at least 96 papers between 2004 and 2019.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2019
Understanding Ancient Coin Images.
Proceedings of the Recent Advances in Big Data and Deep Learning, 2019

2018
Highly Accurate and Fully Automatic 3D Head Pose Estimation and Eye Gaze Estimation Using RGB-D Sensors and 3D Morphable Models.
Sensors, 2018

Reimagining the central challenge of face recognition: Turning a problem into an advantage.
Pattern Recognition, 2018

Discovering topic structures of a temporally evolving document corpus.
Knowl. Inf. Syst., 2018

Employing Domain Specific Discriminative Information to Address Inherent Limitations of the LBP Descriptor in Face Recognition.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

A Standardized, and Extensible Framework for Comparative Analysis of Quantitative Finance Algorithms - An Open-Source Solution, and Examples of Baseline Experiments with Discussion.
Proceedings of the 2018 IEEE International Conference on Big Knowledge, 2018

Automatic Semantic Labelling of Images by Their Content Using Non-Parametric Bayesian Machine Learning and Image Search Using Synthetically Generated Image Collages.
Proceedings of the 5th IEEE International Conference on Data Science and Advanced Analytics, 2018

Using Machine Learning and Urine Cytology for Bladder Cancer Prescreening and Patient Stratification.
Proceedings of the Workshops of the The Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Machine Learning Based Prediction of Consumer Purchasing Decisions: The Evidence and Its Significance.
Proceedings of the Workshops of the The Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Baseline Fusion for Image and Pattern Recognition - What Not to Do (and How to Do Better).
J. Imaging, 2017

Diagnosis Prediction from Electronic Health Records Using the Binary Diagnosis History Vector Representation.
Journal of Computational Biology, 2017

Strategies for informed sample size reduction in adaptive controlled clinical trials.
EURASIP J. Adv. Sig. Proc., 2017

Learning nuanced cross-disciplinary citation metric normalization using the hierarchical dirichlet process on big scholarly data.
Proceedings of the Symposium on Applied Computing, 2017

Light Curve Analysis From Kepler Spacecraft Collected Data.
Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval, 2017

Information and knowing when to forget it.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Towards computer vision based ancient coin recognition in the wild - Automatic reliable image preprocessing and normalization.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Synthesising Wider Field Images from Narrow-Field Retinal Video Acquired Using a Low-Cost Direct Ophthalmoscope (Arclight) Attached to a Smartphone.
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

Ancient Roman Coin Recognition in the Wild Using Deep Learning Based Recognition of Artistically Depicted Face Profiles.
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

Intuitive and interpretable visual communication of a complex statistical model of disease progression and risk.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Automatic vertebrae localization from CT scans using volumetric descriptors.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Towards objective and reproducible study of patient-doctor interaction: Automatic text analysis based VR-CoDES annotation of consultation transcripts.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Ancient Roman Coin Retrieval: A Systematic Examination of the Effects of Coin Grade.
Proceedings of the Advances in Information Retrieval, 2017

Visualization of patient specific disease risk prediction.
Proceedings of the 2017 IEEE EMBS International Conference on Biomedical & Health Informatics, 2017

Glycaemic index prediction: A pilot study of data linkage challenges and the application of machine learning.
Proceedings of the 2017 IEEE EMBS International Conference on Biomedical & Health Informatics, 2017

2016
CCTV Scene Perspective Distortion Estimation From Low-Level Motion Features.
IEEE Trans. Circuits Syst. Video Techn., 2016

Complex temporal topic evolution modelling using the Kullback-Leibler divergence and the Bhattacharyya distance.
EURASIP J. Bioinformatics and Systems Biology, 2016

On the discovery of hospital admission patterns - a clarification.
Bioinformatics, 2016

Weighted Linear Fusion of Multimodal Data: A Reasonable Baseline?
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Descriptor transition tables for object retrieval using unconstrained cluttered video acquired using a consumer level handheld mobile device.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Achieving stable subspace clustering by post-processing generic clustering results.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Highly Accurate Gaze Estimation Using a Consumer RGB-D Sensor.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Towards sophisticated learning from EHRs: Increasing prediction specificity and accuracy using clinically meaningful risk criteria.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Identification of promising research directions using machine learning aided medical literature analysis.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Analysing the History of Autism Spectrum Disorder Using Topic Models.
Proceedings of the 2016 IEEE International Conference on Data Science and Advanced Analytics, 2016

Learnt Quasi-Transitive Similarity for Retrieval from Large Collections of Faces.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015
Detection of Dynamic Background Due to Swaying Movements From Motion Features.
IEEE Trans. Image Processing, 2015

Two Maximum Entropy-Based Algorithms for Running Quantile Estimation in Nonstationary Data Streams.
IEEE Trans. Circuits Syst. Video Techn., 2015

Using Twitter to learn about the autism community.
Social Netw. Analys. Mining, 2015

Efficient and accurate set-based registration of time-separated aerial images.
Pattern Recognition, 2015

Discovering hospital admission patterns using models learnt from electronic hospital records.
Bioinformatics, 2015

Hierarchical Dirichlet Process for Tracking Complex Topical Structure Evolution and Its Application to Autism Research Literature.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015

Highly Accurate and Fully Automatic Head Pose Estimation from a Low Quality Consumer-Level RGB-D Sensor.
Proceedings of the 2nd Workshop on Computational Models of Social Interactions: Human-Computer-Media Communication, 2015

Bo(V)W models for object recognition from video.
Proceedings of the International Conference on Systems, Signals and Image Processing, 2015

Face filtering - Insights from real-world data.
Proceedings of the International Conference on Systems, Signals and Image Processing, 2015

The adaptable buffer algorithm for high quantile estimation in non-stationary data streams.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

Groupwise Registration of Aerial Images.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Prediction of health outcomes using big (health) data.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Automatic vehicle tracking and recognition from aerial image sequences.
Proceedings of the 12th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2015

Overcoming Data Scarcity of Twitter: Using Tweets as Bootstrap with Application to Autism-Related Topic Content Analysis.
Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2015

Sample-Targeted Clinical Trial Adaptation.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014
Infrared face recognition: A comprehensive review of methodologies and databases.
Pattern Recognition, 2014

Hallucinating optimal high-dimensional subspaces.
Pattern Recognition, 2014

Discriminative extended canonical correlation analysis for pattern set matching.
Machine Learning, 2014

A Unified Framework for Thermal Face Recognition.
Proceedings of the Neural Information Processing - 21st International Conference, 2014

Stream Quantiles via Maximal Entropy Histograms.
Proceedings of the Neural Information Processing - 21st International Conference, 2014

Data-mining twitter and the autism spectrum disorder: A Pilot study.
Proceedings of the 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2014

2013
Achieving robust face recognition from video by combining a weak photometric model and a learnt generic face invariant.
Pattern Recognition, 2013

Infrared face recognition: A literature review.
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

Illumination-invariant face recognition from a single image across extreme pose using a dual dimension AAM ensemble in the thermal infrared spectrum.
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

Discriminative k-means clustering.
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

Making the most of the self-quotient image in face recognition.
Proceedings of the 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2013

Vesselness Features and the Inverse Compositional AAM for Robust Face Recognition Using Thermal IR.
Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013

2012
Colour invariants under a non-linear photometric camera model and their application to face recognition from video.
Pattern Recognition, 2012

Computationally efficient application of the generic shape-illumination invariant to face recognition from video.
Pattern Recognition, 2012

Assessing Blinding in Clinical Trials.
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

Reading Ancient Coins: Automatically Identifying Denarii Using Obverse Legend Seeded Retrieval.
Proceedings of the Computer Vision - ECCV 2012, 2012

Object Matching Using Boundary Descriptors.
Proceedings of the British Machine Vision Conference, 2012

Gradient Edge Map Features for Frontal Face Recognition under Extreme Illumination Changes.
Proceedings of the British Machine Vision Conference, 2012

2011
Contextually Learnt Detection of Unusual Motion-Based Behaviour in Crowded Public Spaces.
Proceedings of the Computer and Information Sciences II, 2011

Freehand 3D scanning in a mobile environment using video.
Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

2010
Thermal and reflectance based personal identification methodology under variable illumination.
Pattern Recognition, 2010

Multiple-object Tracking in Cluttered and Crowded Public Spaces.
Proceedings of the Advances in Visual Computing - 6th International Symposium, 2010

Automatic attribution of ancient Roman imperial coins.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Recognition from Appearance Subspaces across Image Sets of Variable Scale.
Proceedings of the British Machine Vision Conference, 2010

Accurate and Efficient Face Recognition from Video.
Proceedings of the British Machine Vision Conference, 2010

2009
A methodology for rapid illumination-invariant face recognition using image processing filters.
Computer Vision and Image Understanding, 2009

A pose-wise linear illumination manifold model for face recognition using video.
Computer Vision and Image Understanding, 2009

Unfolding a Face: From Singular to Manifold.
Proceedings of the Computer Vision, 2009

2008
Colour invariants for machine face recognition.
Proceedings of the 8th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2008), 2008

Crowd Detection from Still Images.
Proceedings of the British Machine Vision Conference 2008, Leeds, UK, September 2008, 2008

2007
Boosted manifold principal angles for image set-based recognition.
Pattern Recognition, 2007

2006
An information-theoretic approach to face recognition from face motion manifolds.
Image Vision Comput., 2006

Semantic Photo Synthesis.
Comput. Graph. Forum, 2006

Face Set Classification using Maximally Probable Mutual Modes.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

A New Look at Filtering Techniques for Illumination Invariance in Automatic Face Recognition.
Proceedings of the Seventh IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2006), 2006

Face Recognition from Video Using the Generic Shape-Illumination Manifold.
Proceedings of the Computer Vision, 2006

Multi-Sensory Face Biometric Fusion (for Personal Identification).
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006

Multi-Sensory Face Biometric Fusion (for Personal Identification).
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006

Automatic Cast Listing in Feature-Length Films with Anisotropic Manifold Space.
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

On Person Authentication by Fusing Visual and Thermal Face Biometrics.
Proceedings of the Advanced Video and Signal Based Surveillance, 2006

2005
Automatic Face Recognition for Film Character Retrieval in Feature-Length Films.
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

Face Recognition with Image Sets Using Manifold Density Divergence.
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

Learning over Sets using Boosted Manifold Principal Angles (BoMPA).
Proceedings of the British Machine Vision Conference 2005, Oxford, UK, September 2005, 2005

Incremental Learning of Temporally-Coherent Gaussian Mixture Models.
Proceedings of the British Machine Vision Conference 2005, Oxford, UK, September 2005, 2005

2004
Face Recognition from Face Motion Manifolds using Robust Kernel Resistor-Average Distance.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2004

An Illumination Invariant Face Recognition System for Access Control using Video.
Proceedings of the British Machine Vision Conference, 2004


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