Ognjen Arandjelovic
Orcid: 0000-0002-9314-194X
According to our database1,
Ognjen Arandjelovic
authored at least 146 papers
between 2004 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
-
on orcid.org
On csauthors.net:
Bibliography
2024
Correction: Guo et al. A Siamese Transformer Network for Zero-Shot Ancient Coin Classification. J. Imaging 2023, 9, 107.
J. Imaging, March, 2024
Artwork Protection Against Neural Style Transfer Using Locally Adaptive Adversarial Color Attack.
CoRR, 2024
2023
Localization and phenotyping of tuberculosis bacteria using a combination of deep learning and SVMs.
Comput. Biol. Medicine, December, 2023
Whole-Slide Images and Patches of Clear Cell Renal Cell Carcinoma Tissue Sections Counterstained with Hoechst 33342, CD3, and CD8 Using Multiple Immunofluorescence.
Data, February, 2023
J. Imaging, 2023
A Good Feature Extractor Is All You Need for Weakly Supervised Learning in Histopathology.
CoRR, 2023
Semi-Supervised Crowd Counting with Contextual Modeling: Facilitating Holistic Understanding of Crowd Scenes.
CoRR, 2023
Multimodal Latent Emotion Recognition from Micro-expression and Physiological Signals.
CoRR, 2023
A White-Box False Positive Adversarial Attack Method on Contrastive Loss-Based Offline Handwritten Signature Verification Models.
CoRR, 2023
Apropos of "Speciesist bias in AI: how AI applications perpetuate discrimination and unfair outcomes against animals".
AI Ethics, 2023
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023
Proceedings of the 38th ACM/SIGAPP Symposium on Applied Computing, 2023
MultiPathGAN: Structure Preserving Stain Normalization using Unsupervised Multi-domain Adversarial Network with Perception Loss.
Proceedings of the 38th ACM/SIGAPP Symposium on Applied Computing, 2023
2022
Short and Long Range Relation Based Spatio-Temporal Transformer for Micro-Expression Recognition.
IEEE Trans. Affect. Comput., 2022
Believe the HiPe: Hierarchical perturbation for fast, robust, and model-agnostic saliency mapping.
Pattern Recognit., 2022
Tuberculosis Bacteria Detection and Counting in Fluorescence Microscopy Images Using a Multi-Stage Deep Learning Pipeline.
Inf., 2022
Inf., 2022
COVID-19 and Science Communication: The Recording and Reporting of Disease Mortality.
Inf., 2022
Extracting and Classifying Salient Fields of View from Microscopy Slides of Tuberculosis Bacteria.
Proceedings of the Pattern Recognition and Artificial Intelligence, 2022
Data Efficient Support Vector Machine Training Using the Minimum Description Length Principle.
Proceedings of the IEEE International Conference on Acoustics, 2022
Proceedings of the 33rd British Machine Vision Conference 2022, 2022
2021
Mach. Learn. Knowl. Extr., 2021
Believe The HiPe: Hierarchical Perturbation for Fast and Robust Explanation of Black Box Models.
CoRR, 2021
Facial Action Unit Detection with Local Key Facial Sub-region based Multi-label Classification for Micro-expression Analysis.
Proceedings of the FME'21: Proceedings of the 1st Workshop on Facial Micro-Expression: Advanced Techniques for Facial Expressions Generation and Spotting, 2021
Generative Image Inpainting for Retinal Images using Generative Adversarial Networks.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Whole Slide Pathology Image Patch Based Deep Classification: An Investigation of the Effects of the Latent Autoencoder Representation and the Loss Function Form.
Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2021
2020
Using Machine Learning for Automatic Estimation of M. Smegmatis Cell Count from Fluorescence Microscopy Images.
Proceedings of the Precision Health and Medicine - A Digital Revolution in Healthcare, 2020
Big Data Driven Detection of Trees in Suburban Scenes Using Visual Spectrum Eye Level Photography.
Sensors, 2020
Tracking of Deformable Objects Using Dynamically and Robustly Updating Pictorial Structures.
J. Imaging, 2020
Quantification of Advanced Dementia Patients' Engagement in Therapeutic Sessions: An Automatic Video Based Approach using Computer Vision and Machine Learning.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
2019
Targeted Adaptable Sample for Accurate and Efficient Quantile Estimation in Non-Stationary Data Streams.
Mach. Learn. Knowl. Extr., 2019
Colorectal Cancer Outcome Prediction from H&E Whole Slide Images using Machine Learning and Automatically Inferred Phenotype Profiles.
CoRR, 2019
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 Recognit., 2018
A principled machine learning framework improves accuracy of stage II colorectal cancer prognosis.
npj Digit. Medicine, 2018
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.
J. Comput. Biol., 2017
Strategies for informed sample size reduction in adaptive controlled clinical trials.
EURASIP J. Adv. Signal Process., 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
Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval, 2017
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
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
Proceedings of the Advances in Information Retrieval, 2017
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
IEEE Trans. Circuits Syst. Video Technol., 2016
Complex temporal topic evolution modelling using the Kullback-Leibler divergence and the Bhattacharyya distance.
EURASIP J. Bioinform. Syst. Biol., 2016
Prediction of future hospital admissions - what is the tradeoff between specificity and accuracy?
CoRR, 2016
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
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
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
Proceedings of the 2016 IEEE International Conference on Data Science and Advanced Analytics, 2016
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016
2015
IEEE Trans. Image Process., 2015
Two Maximum Entropy-Based Algorithms for Running Quantile Estimation in Nonstationary Data Streams.
IEEE Trans. Circuits Syst. Video Technol., 2015
Pattern Recognit., 2015
Discovering hospital admission patterns using models learnt from electronic hospital records.
Bioinform., 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
Proceedings of the International Conference on Systems, Signals and Image Processing, 2015
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
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
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
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015
2014
Pattern Recognit., 2014
Mach. Learn., 2014
Two maximum entropy based algorithms for running quantile estimation in non-stationary data streams.
CoRR, 2014
Proceedings of the Neural Information Processing - 21st International Conference, 2014
Proceedings of the Neural Information Processing - 21st International Conference, 2014
A framework for improving the performance of verification algorithms with a low false positive rate requirement and limited training data.
Proceedings of the IEEE International Joint Conference on Biometrics, Clearwater, 2014
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 Recognit., 2013
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
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013
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 Recognit., 2012
Computationally efficient application of the generic shape-illumination invariant to face recognition from video.
Pattern Recognit., 2012
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
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
Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011
2010
Thermal and reflectance based personal identification methodology under variable illumination.
Pattern Recognit., 2010
Proceedings of the Advances in Visual Computing - 6th International Symposium, 2010
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010
Proceedings of the British Machine Vision Conference, 2010
Proceedings of the British Machine Vision Conference, 2010
2009
A methodology for rapid illumination-invariant face recognition using image processing filters.
Comput. Vis. Image Underst., 2009
Comput. Vis. Image Underst., 2009
Proceedings of the Computer Vision, 2009
2008
Proceedings of the 8th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2008), 2008
Proceedings of the British Machine Vision Conference 2008, Leeds, UK, September 2008, 2008
2007
Pattern Recognit., 2007
2006
Image Vis. Comput., 2006
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
Proceedings of the Computer Vision, 2006
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006
Proceedings of the Advanced Video and Signal Based Surveillance, 2006
2005
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005
Proceedings of the British Machine Vision Conference 2005, Oxford, UK, September 2005, 2005
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
Proceedings of the British Machine Vision Conference, 2004