Ognjen Arandjelovic

ORCID

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 88

Top Venues

Publications

Avelina Asada Hadji-Kyriacou, Ognjen Arandjelovic
Would I Lie To You? Inference Time Alignment of Language Models using Direct Preference Heads. CoRR (2024)
Zhongliang Guo, Weiye Li, Yifei Qian, Ognjen Arandjelovic, Lei Fang
A White-Box False Positive Adversarial Attack Method on Contrastive Loss Based Offline Handwritten Signature Verification Models. AISTATS (2024)
Zhongliang Guo, Kaixuan Wang, Weiye Li, Yifei Qian, Ognjen Arandjelovic, Lei Fang
Artwork Protection Against Neural Style Transfer Using Locally Adaptive Adversarial Color Attack. CoRR (2024)
Zhongliang Guo, Ognjen Arandjelovic, David Reid, Yaxiong Lei, Jochen Büttner
Correction: Guo et al. A Siamese Transformer Network for Zero-Shot Ancient Coin Classification. J. Imaging 2023, 9, 107. J. Imaging 10 (3) (2024)
Derek Sloan, Evelin Dombay, Wilber Sabiiti, Bariki Mtafya, Ognjen Arandjelovic, Marios Zachariou
Estimating Phenotypic Characteristics of Tuberculosis Bacteria. SAC (2023)
Georg Wölflein, In Hwa Um, David J. Harrison, Ognjen Arandjelovic
HoechstGAN: Virtual Lymphocyte Staining Using Generative Adversarial Networks. WACV (2023)
Georg Wölflein, Dyke Ferber, Asier Rabasco Meneghetti, Omar S. M. El Nahhas, Daniel Truhn, Zunamys I. Carrero, David J. Harrison, Ognjen Arandjelovic, Jakob Nikolas Kather
A Good Feature Extractor Is All You Need for Weakly Supervised Learning in Histopathology. CoRR (2023)
Georg Wölflein, Lucie Charlotte Magister, Pietro Liò, David J. Harrison, Ognjen Arandjelovic
Deep Multiple Instance Learning with Distance-Aware Self-Attention. CoRR (2023)
Haseeb Nazki, Ognjen Arandjelovic, In Hwa Um, David J. Harrison
MultiPathGAN: Structure Preserving Stain Normalization using Unsupervised Multi-domain Adversarial Network with Perception Loss. SAC (2023)
Yifei Qian, Xiaopeng Hong, Ognjen Arandjelovic, Zhongliang Guo, Carl R. Donovan
Semi-Supervised Crowd Counting with Contextual Modeling: Facilitating Holistic Understanding of Crowd Scenes. CoRR (2023)
Ognjen Arandjelovic
Apropos of "Speciesist bias in AI: how AI applications perpetuate discrimination and unfair outcomes against animals". AI Ethics 3 (3) (2023)
Avelina Asada Hadji-Kyriacou, Ognjen Arandjelovic
Context-PEFT: Efficient Multi-Modal, Multi-Task Fine-Tuning. CoRR (2023)
Zhongliang Guo, Yifei Qian, Ognjen Arandjelovic, Lei Fang
A White-Box False Positive Adversarial Attack Method on Contrastive Loss-Based Offline Handwritten Signature Verification Models. CoRR (2023)
Marios Zachariou, Ognjen Arandjelovic, Evelin Dombay, Wilber Sabiiti, Bariki Mtafya, Nyanda Elias Ntinginya, Derek Sloan
Localization and phenotyping of tuberculosis bacteria using a combination of deep learning and SVMs. Comput. Biol. Medicine 167 (2023)
Georg Wölflein, In Hwa Um, David J. Harrison, Ognjen Arandjelovic
Whole-Slide Images and Patches of Clear Cell Renal Cell Carcinoma Tissue Sections Counterstained with Hoechst 33342, CD3, and CD8 Using Multiple Immunofluorescence. Data 8 (2) (2023)
Zhongliang Guo, Ognjen Arandjelovic, David Reid, Yaxiong Lei
A Siamese Transformer Network for Zero-Shot Ancient Coin Classification. J. Imaging 9 (6) (2023)
Liangfei Zhang, Yifei Qian, Ognjen Arandjelovic, Anthony Zhu
Multimodal Latent Emotion Recognition from Micro-expression and Physiological Signals. CoRR (2023)
Yifei Qian, Liangfei Zhang, Xiaopeng Hong, Carl Donovan, Ognjen Arandjelovic
Segmentation Assisted U-shaped Multi-scale Transformer for Crowd Counting. BMVC (2022)
Marios Zachariou, Ognjen Arandjelovic, Wilber Sabiiti, Bariki Mtafya, Derek Sloan
Tuberculosis Bacteria Detection and Counting in Fluorescence Microscopy Images Using a Multi-Stage Deep Learning Pipeline. Inf. 13 (2) (2022)
Haseeb Nazki, Ognjen Arandjelovic, In Hwa Um, David J. Harrison
MultiPathGAN: Structure Preserving Stain Normalization using Unsupervised Multi-domain Adversarial Network with Perception Loss. CoRR (2022)
Harsh Singh, Ognjen Arandjelovic
Data Efficient Support Vector Machine Training Using the Minimum Description Length Principle. ICASSP (2022)
Jessica Cooper, Ognjen Arandjelovic, David J. Harrison
Believe the HiPe: Hierarchical perturbation for fast, robust, and model-agnostic saliency mapping. Pattern Recognit. 129 (2022)
Georg Wölflein, In Hwa Um, David J. Harrison, Ognjen Arandjelovic
HoechstGAN: Virtual Lymphocyte Staining Using Generative Adversarial Networks. CoRR (2022)
Marios Zachariou, Ognjen Arandjelovic, Evelin Dombay, Wilber Sabiiti, Bariki Mtafya, Derek Sloan
Extracting and Classifying Salient Fields of View from Microscopy Slides of Tuberculosis Bacteria. ICPRAI (1) (2022)
Neofytos Dimitriou, Ognjen Arandjelovic
Sequential Normalization: Embracing Smaller Sample Sizes for Normalization. Inf. 13 (7) (2022)
Liangfei Zhang, Xiaopeng Hong, Ognjen Arandjelovic, Guoying Zhao
Short and Long Range Relation Based Spatio-Temporal Transformer for Micro-Expression Recognition. IEEE Trans. Affect. Comput. 13 (4) (2022)
Ognjen Arandjelovic
COVID-19 and Science Communication: The Recording and Reporting of Disease Mortality. Inf. 13 (2) (2022)
Georg Wölflein, Ognjen Arandjelovic
Determining Chess Game State From an Image. CoRR (2021)
Georg Wölflein, Ognjen Arandjelovic
Determining Chess Game State from an Image. J. Imaging 7 (6) (2021)
Neofytos Dimitriou, Ognjen Arandjelovic
Magnifying Networks for Images with Billions of Pixels. CoRR (2021)
Ana Lomacenkova, Ognjen Arandjelovic
Whole Slide Pathology Image Patch Based Deep Classification: An Investigation of the Effects of the Latent Autoencoder Representation and the Loss Function Form. BHI (2021)
Liangfei Zhang, Ognjen Arandjelovic, Xiaopeng Hong
Facial Action Unit Detection with Local Key Facial Sub-region based Multi-label Classification for Micro-expression Analysis. FME @ ACM Multimedia (2021)
Liangfei Zhang, Ognjen Arandjelovic
Review of Automatic Microexpression Recognition in the Past Decade. Mach. Learn. Knowl. Extr. 3 (2) (2021)
Jessica Cooper, Ognjen Arandjelovic, David J. Harrison
Believe The HiPe: Hierarchical Perturbation for Fast and Robust Explanation of Black Box Models. CoRR (2021)
Jessica Cooper, In Hwa Um, Ognjen Arandjelovic, David J. Harrison
Hoechst Is All You Need: Lymphocyte Classification with Deep Learning. CoRR (2021)
Lucie Charlotte Magister, Ognjen Arandjelovic
Generative Image Inpainting for Retinal Images using Generative Adversarial Networks. EMBC (2021)
Liangfei Zhang, Xiaopeng Hong, Ognjen Arandjelovic, Guoying Zhao
Short and Long Range Relation Based Spatio-Temporal Transformer for Micro-Expression Recognition. CoRR (2021)
Liangfei Zhang, Ognjen Arandjelovic, Sonia Dewar, Arlene Astell, Gayle Doherty, Maggie Ellis
Quantification of Advanced Dementia Patients' Engagement in Therapeutic Sessions: An Automatic Video Based Approach using Computer Vision and Machine Learning. EMBC (2020)
Andrew Thirlwell, Ognjen Arandjelovic
Big Data Driven Detection of Trees in Suburban Scenes Using Visual Spectrum Eye Level Photography. Sensors 20 (11) (2020)
Neofytos Dimitriou, Ognjen Arandjelovic
A New Look at Ghost Normalization. CoRR (2020)
Connor Charles Ratcliffe, Ognjen Arandjelovic
Tracking of Deformable Objects Using Dynamically and Robustly Updating Pictorial Structures. J. Imaging 6 (7) (2020)
Jessica Cooper, Ognjen Arandjelovic
Understanding Ancient Coin Images. CoRR (2019)
Jessica Cooper, Ognjen Arandjelovic
Understanding Ancient Coin Images. INNSBDDL (2019)
Neofytos Dimitriou, Ognjen Arandjelovic, Peter D. Caie
Deep Learning for Whole Slide Image Analysis: An Overview. CoRR (2019)
Ognjen Arandjelovic
Targeted Adaptable Sample for Accurate and Efficient Quantile Estimation in Non-Stationary Data Streams. Mach. Learn. Knowl. Extr. 1 (3) (2019)
Xingzhi Yue, Neofytos Dimitriou, Ognjen Arandjelovic
Colorectal Cancer Outcome Prediction from H&E Whole Slide Images using Machine Learning and Automatically Inferred Phenotype Profiles. CoRR (2019)
Alasdair Macindoe, Ognjen Arandjelovic
A Standardized, and Extensible Framework for Comparative Analysis of Quantitative Finance Algorithms - An Open-Source Solution, and Examples of Baseline Experiments with Discussion. ICBK (2018)
Reza Shoja Ghiass, Ognjen Arandjelovic, Denis Laurendeau
Highly Accurate and Fully Automatic 3D Head Pose Estimation and Eye Gaze Estimation Using RGB-D Sensors and 3D Morphable Models. Sensors 18 (12) (2018)
Neofytos Dimitriou, Ognjen Arandjelovic, David J. Harrison, Peter D. Caie
A principled machine learning framework improves accuracy of stage II colorectal cancer prognosis. npj Digit. Medicine 1 (2018)
Michael Niemeyer, Ognjen Arandjelovic
Automatic Semantic Labelling of Images by Their Content Using Non-Parametric Bayesian Machine Learning and Image Search Using Synthetically Generated Image Collages. DSAA (2018)
William Tun, Ognjen Arandjelovic, Peter David Caie
Using Machine Learning and Urine Cytology for Bladder Cancer Prescreening and Patient Stratification. AAAI Workshops (2018)
Saavi Stubseid, Ognjen Arandjelovic
Machine Learning Based Prediction of Consumer Purchasing Decisions: The Evidence and Its Significance. AAAI Workshops (2018)
Adham Beykikhoshk, Ognjen Arandjelovic, Dinh Q. Phung, Svetha Venkatesh
Discovering topic structures of a temporally evolving document corpus. Knowl. Inf. Syst. 55 (3) (2018)
Ognjen Arandjelovic
Reimagining the central challenge of face recognition: Turning a problem into an advantage. Pattern Recognit. 83 (2018)
Junjie Fan, Ognjen Arandjelovic
Employing Domain Specific Discriminative Information to Address Inherent Limitations of the LBP Descriptor in Face Recognition. IJCNN (2018)
Ognjen Arandjelovic
Strategies for informed sample size reduction in adaptive controlled clinical trials. EURASIP J. Adv. Signal Process. 2017 (2017)
Charlotte Birkett, Ognjen Arandjelovic, Gerald Humphris
Towards objective and reproducible study of patient-doctor interaction: Automatic text analysis based VR-CoDES annotation of consultation transcripts. EMBC (2017)
Rohit Sharma, Ognjen Arandjelovic
Information and knowing when to forget it. IJCNN (2017)
Imanol Schlag, Ognjen Arandjelovic
Ancient Roman Coin Recognition in the Wild Using Deep Learning Based Recognition of Artistically Depicted Face Profiles. ICCV Workshops (2017)
Brandon Conn, Ognjen Arandjelovic
Towards computer vision based ancient coin recognition in the wild - Automatic reliable image preprocessing and normalization. IJCNN (2017)
Keylor Daniel Chaves Viquez, Ognjen Arandjelovic, Andrew Blaikie, In Ae Hwang
Synthesising Wider Field Images from Narrow-Field Retinal Video Acquired Using a Low-Cost Direct Ophthalmoscope (Arclight) Attached to a Smartphone. ICCV Workshops (2017)
Ieva Vasiljeva, Ognjen Arandjelovic
Diagnosis Prediction from Electronic Health Records Using the Binary Diagnosis History Vector Representation. J. Comput. Biol. 24 (8) (2017)
Ognjen Arandjelovic
Baseline Fusion for Image and Pattern Recognition - What Not to Do (and How to Do Better). J. Imaging 3 (4) (2017)
Jingyuan Li, Ognjen Arandjelovic
Glycaemic index prediction: A pilot study of data linkage challenges and the application of machine learning. BHI (2017)
Callum Fare, Ognjen Arandjelovic
Ancient Roman Coin Retrieval: A Systematic Examination of the Effects of Coin Grade. ECIR (2017)
Richard Osuala, Ognjen Arandjelovic
Visualization of patient specific disease risk prediction. BHI (2017)
Juan Karsten, Ognjen Arandjelovic
Automatic vertebrae localization from CT scans using volumetric descriptors. EMBC (2017)
Eduardo Nigri, Ognjen Arandjelovic
Light Curve Analysis From Kepler Spacecraft Collected Data. ICMR (2017)
Jieyi Li, Ognjen Arandjelovic
Intuitive and interpretable visual communication of a complex statistical model of disease progression and risk. EMBC (2017)
Keylor Daniel Chaves Viquez, Ognjen Arandjelovic, Andrew Blaikie, In Ae Hwang
Synthesising Wider Field Images from Narrow-Field Retinal Video Acquired Using a Low-Cost Direct Ophthalmoscope (Arclight) Attached to a Smartphone. CoRR (2017)
Hafsah Umar, Ognjen Arandjelovic
Learning nuanced cross-disciplinary citation metric normalization using the hierarchical dirichlet process on big scholarly data. SAC (2017)
Reza Shoja Ghiass, Ognjen Arandjelovic
Highly accurate gaze estimation using a consumer RGB-depth sensor. CoRR (2016)
Ognjen Arandjelovic
Learnt Quasi-Transitive Similarity for Retrieval from Large Collections of Faces. CVPR (2016)
Reza Shoja Ghiass, Ognjen Arandjelovic
Highly Accurate Gaze Estimation Using a Consumer RGB-D Sensor. IJCAI (2016)
Victor Andrei, Ognjen Arandjelovic
Complex temporal topic evolution modelling using the Kullback-Leibler divergence and the Bhattacharyya distance. EURASIP J. Bioinform. Syst. Biol. 2016 (2016)
Duc-Son Pham, Ognjen Arandjelovic, Svetha Venkatesh
Achieving stable subspace clustering by post-processing generic clustering results. IJCNN (2016)
Ognjen Arandjelovic
On the discovery of hospital admission patterns - a clarification. Bioinform. 32 (13) (2016)
Ieva Vasiljeva, Ognjen Arandjelovic
Prediction of future hospital admissions - what is the tradeoff between specificity and accuracy? CoRR (2016)
Ieva Vasiljeva, Ognjen Arandjelovic
Towards sophisticated learning from EHRs: Increasing prediction specificity and accuracy using clinically meaningful risk criteria. EMBC (2016)
Adham Beykikhoshk, Dinh Q. Phung, Ognjen Arandjelovic, Svetha Venkatesh
Analysing the History of Autism Spectrum Disorder Using Topic Models. DSAA (2016)
Warren Rieutort-Louis, Ognjen Arandjelovic
Descriptor transition tables for object retrieval using unconstrained cluttered video acquired using a consumer level handheld mobile device. CoRR (2016)
Warren Rieutort-Louis, Ognjen Arandjelovic
Descriptor transition tables for object retrieval using unconstrained cluttered video acquired using a consumer level handheld mobile device. IJCNN (2016)
Duc-Son Pham, Ognjen Arandjelovic, Svetha Venkatesh
Achieving stable subspace clustering by post-processing generic clustering results. CoRR (2016)
Victor Andrei, Ognjen Arandjelovic
Identification of promising research directions using machine learning aided medical literature analysis. CoRR (2016)
Ognjen Arandjelovic
Weighted Linear Fusion of Multimodal Data: A Reasonable Baseline? ACM Multimedia (2016)
Victor Andrei, Ognjen Arandjelovic
Identification of promising research directions using machine learning aided medical literature analysis. EMBC (2016)
Ognjen Arandjelovic, Duc-Son Pham, Svetha Venkatesh
CCTV Scene Perspective Distortion Estimation From Low-Level Motion Features. IEEE Trans. Circuits Syst. Video Technol. 26 (5) (2016)
Ognjen Arandjelovic
Learnt quasi-transitive similarity for retrieval from large collections of faces. CoRR (2016)
Ognjen Arandjelovic, Duc-Son Pham, Svetha Venkatesh
Efficient and accurate set-based registration of time-separated aerial images. Pattern Recognit. 48 (11) (2015)
Adham Beykikhoshk, Ognjen Arandjelovic, Dinh Q. Phung, Svetha Venkatesh
Overcoming data scarcity of Twitter: using tweets as bootstrap with application to autism-related topic content analysis. CoRR (2015)
Ognjen Arandjelovic, Duc-Son Pham, Svetha Venkatesh
The adaptable buffer algorithm for high quantile estimation in non-stationary data streams. IJCNN (2015)
Adham Beykikhoshk, Ognjen Arandjelovic, Dinh Q. Phung, Svetha Venkatesh
Discovering topic structures of a temporally evolving document corpus. CoRR (2015)
Adham Beykikhoshk, Ognjen Arandjelovic, Dinh Q. Phung, Svetha Venkatesh, Terry Caelli
Using Twitter to learn about the autism community. Soc. Netw. Anal. Min. 5 (1) (2015)
Ognjen Arandjelovic
Prediction of health outcomes using big (health) data. EMBC (2015)
Adham Beykikhoshk, Ognjen Arandjelovic, Dinh Q. Phung, Svetha Venkatesh
Hierarchical Dirichlet process for tracking complex topical structure evolution and its application to autism research literature. CoRR (2015)
Adham Beykikhoshk, Ognjen Arandjelovic, Dinh Q. Phung, Svetha Venkatesh, Terry Caelli
Using Twitter to learn about the autism community. CoRR (2015)
Yohannes Biadgligne, Ognjen Arandjelovic
Face filtering - Insights from real-world data. IWSSIP (2015)
Ognjen Arandjelovic, Duc-Son Pham, Svetha Venkatesh
Groupwise Registration of Aerial Images. IJCAI (2015)
Warren Rieutort-Louis, Ognjen Arandjelovic
Bo(V)W models for object recognition from video. IWSSIP (2015)
Ognjen Arandjelovic
Automatic Face Recognition from Video. CoRR (2015)

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Publication Activity (10 Years)

Top Topics

Top Venues

Ognjen Arandjelovic