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Data Efficient Support Vector Machine Training Using the Minimum Description Length Principle

ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2022, p.1361-1365

2022

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The Interpretation of Deep Learning Based Analysis of Medical Images—An Examination of Methodological and Practical Challenges Using Chest X-ray Data

Multimodal AI in Healthcare, 2023, Vol.1060, p.203-213

2023

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Reading Ancient Coins: Automatically Identifying Denarii Using Obverse Legend Seeded Retrieval

Computer Vision – ECCV 2012, p.317-330

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Automatic attribution of ancient Roman imperial coins

2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2010, p.1728-1734

Arandjelović, Ognjen

2010

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Hierarchical Dirichlet Process for Tracking Complex Topical Structure Evolution and Its Application to Autism Research Literature

Advances in Knowledge Discovery and Data Mining, p.550-562

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Ancient Roman Coin Retrieval: A Systematic Examination of the Effects of Coin Grade

Advances in Information Retrieval, 2017, Vol.10193, p.410-423

2017

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Multiple-object Tracking in Cluttered and Crowded Public Spaces

Advances in Visual Computing, p.89-98

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Unfolding a Face: From Singular to Manifold

Computer Vision – ACCV 2009, p.203-213

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Stream Quantiles via Maximal Entropy Histograms

Neural Information Processing, p.327-334

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Whole Slide Pathology Image Patch Based Deep Classification: An Investigation of the Effects of the Latent Autoencoder Representation and the Loss Function Form

2021 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI), 2021, p.1-4

2021

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Using Machine Learning for Automatic Estimation of M. Smegmatis Cell Count from Fluorescence Microscopy Images

Precision Health and Medicine, 2020, p.57-68

2020

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Learnt Quasi-Transitive Similarity for Retrieval from Large Collections of Faces

2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016, p.4883-4892

Arandjelovic, Ognjen

2016

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Extracting and Classifying Salient Fields of View from Microscopy Slides of Tuberculosis Bacteria

Pattern Recognition and Artificial Intelligence, p.146-157

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Automatic vehicle tracking and recognition from aerial image sequences

2015 12th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), 2015, p.1-6

Arandjelovic, Ognjen

2015

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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, p.1197-1204

2023

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Automatic face recognition for film character retrieval in feature-length films

2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05), 2005, Vol.1, p.860-867 vol. 1

2005

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Face recognition with image sets using manifold density divergence

2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05), 2005, Vol.1, p.581-588 vol. 1

2005

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Making the most of the self-quotient image in face recognition

2013 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition (FG), 2013, p.1-7

Arandjelovic, Ognjen

2013

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Face Set Classification using Maximally Probable Mutual Modes

18th International Conference on Pattern Recognition (ICPR'06), 2006, Vol.1, p.511-514

2006

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Discriminative k-means clustering

The 2013 International Joint Conference on Neural Networks (IJCNN), 2013, p.1-7

Arandjelovic, Ognjen

2013

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A Unified Framework for Thermal Face Recognition

Neural Information Processing, p.335-343

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HoechstGAN: Virtual Lymphocyte Staining Using Generative Adversarial Networks

2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2023, p.4986-4996

2023

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A Standardized, and Extensible Framework for Comparative Analysis of Quantitative Finance Algorithms - An Open-Source Solution, and Examples of Baseline Experiments with Discussion

2018 IEEE International Conference on Big Knowledge (ICBK), 2018, p.409-414

2018

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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, p.25-34

2015

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Data-mining twitter and the autism spectrum disorder: A Pilot study

2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2014), 2014, p.349-356

2014

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Data Efficient Support Vector Machine Training Using the Minimum Description Length Principle

The Interpretation of Deep Learning Based Analysis of Medical Images—An Examination of Methodological and Practical Challenges Using Chest X-ray Data

Reading Ancient Coins: Automatically Identifying Denarii Using Obverse Legend Seeded Retrieval

Automatic attribution of ancient Roman imperial coins

Hierarchical Dirichlet Process for Tracking Complex Topical Structure Evolution and Its Application to Autism Research Literature

Ancient Roman Coin Retrieval: A Systematic Examination of the Effects of Coin Grade

Multiple-object Tracking in Cluttered and Crowded Public Spaces

Unfolding a Face: From Singular to Manifold

Stream Quantiles via Maximal Entropy Histograms

Whole Slide Pathology Image Patch Based Deep Classification: An Investigation of the Effects of the Latent Autoencoder Representation and the Loss Function Form

Using Machine Learning for Automatic Estimation of M. Smegmatis Cell Count from Fluorescence Microscopy Images

Learnt Quasi-Transitive Similarity for Retrieval from Large Collections of Faces

Extracting and Classifying Salient Fields of View from Microscopy Slides of Tuberculosis Bacteria

Automatic vehicle tracking and recognition from aerial image sequences

MultiPathGAN: Structure Preserving Stain Normalization using Unsupervised Multi-domain Adversarial Network with Perception Loss

Automatic face recognition for film character retrieval in feature-length films

Face recognition with image sets using manifold density divergence

Making the most of the self-quotient image in face recognition

Face Set Classification using Maximally Probable Mutual Modes

Discriminative k-means clustering

A Unified Framework for Thermal Face Recognition

HoechstGAN: Virtual Lymphocyte Staining Using Generative Adversarial Networks

A Standardized, and Extensible Framework for Comparative Analysis of Quantitative Finance Algorithms - An Open-Source Solution, and Examples of Baseline Experiments with Discussion

Highly Accurate and Fully Automatic Head Pose Estimation from a Low Quality Consumer-Level RGB-D Sensor

Data-mining twitter and the autism spectrum disorder: A Pilot study

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