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2020 – today
- 2024
[j43]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): 57 (2024)- [j42]Yifei Qian, Xiaopeng Hong, Zhongliang Guo, Ognjen Arandjelovic, Carl R. Donovan:
Semi-Supervised Crowd Counting With Contextual Modeling: Facilitating Holistic Understanding of Crowd Scenes. IEEE Trans. Circuits Syst. Video Technol. 34(9): 8230-8241 (2024) - [c83]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: 901-909 - [c82]Zhongliang Guo, Junhao Dong, Yifei Qian, Kaixuan Wang, Weiye Li, Ziheng Guo, Yuheng Wang, Yanli Li, Ognjen Arandjelovic, Lei Fang:
Artwork Protection Against Neural Style Transfer Using Locally Adaptive Adversarial Color Attack. ECAI 2024: 1414-1421 - [i54]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 abs/2401.09673 (2024) - [i53]Avelina Asada Hadji-Kyriacou, Ognjen Arandjelovic:
Would I Lie To You? Inference Time Alignment of Language Models using Direct Preference Heads. CoRR abs/2405.20053 (2024) - [i52]Zhongliang Guo, Lei Fang, Jingyu Lin, Yifei Qian, Shuai Zhao, Zeyu Wang, Junhao Dong, Cunjian Chen, Ognjen Arandjelovic, Chun Pong Lau:
A Grey-box Attack against Latent Diffusion Model-based Image Editing by Posterior Collapse. CoRR abs/2408.10901 (2024) - 2023
- [j41]Ognjen Arandjelovic:
Apropos of "Speciesist bias in AI: how AI applications perpetuate discrimination and unfair outcomes against animals". AI Ethics 3(3): 1021-1023 (2023) - [j40]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: 107573 (2023) - [j39]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): 40 (2023) - [j38]Zhongliang Guo, Ognjen Arandjelovic, David Reid, Yaxiong Lei:
A Siamese Transformer Network for Zero-Shot Ancient Coin Classification. J. Imaging 9(6): 107 (2023) - [c81]Derek Sloan, Evelin Dombay, Wilber Sabiiti, Bariki Mtafya, Ognjen Arandjelovic, Marios Zachariou:
Estimating Phenotypic Characteristics of Tuberculosis Bacteria. SAC 2023: 1110-1113 - [c80]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: 1197-1204 - [c79]Georg Wölflein, In Hwa Um, David J. Harrison, Ognjen Arandjelovic:
HoechstGAN: Virtual Lymphocyte Staining Using Generative Adversarial Networks. WACV 2023: 4986-4996 - [i51]Georg Wölflein, Lucie Charlotte Magister, Pietro Liò, David J. Harrison, Ognjen Arandjelovic:
Deep Multiple Instance Learning with Distance-Aware Self-Attention. CoRR abs/2305.10552 (2023) - [i50]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 abs/2308.08925 (2023) - [i49]Liangfei Zhang, Yifei Qian, Ognjen Arandjelovic, Anthony Zhu:
Multimodal Latent Emotion Recognition from Micro-expression and Physiological Signals. CoRR abs/2308.12156 (2023) - [i48]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 abs/2310.10352 (2023) - [i47]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 abs/2311.11772 (2023) - [i46]Avelina Asada Hadji-Kyriacou, Ognjen Arandjelovic:
Context-PEFT: Efficient Multi-Modal, Multi-Task Fine-Tuning. CoRR abs/2312.08900 (2023) - 2022
- [j37]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): 96 (2022) - [j36]Ognjen Arandjelovic:
COVID-19 and Science Communication: The Recording and Reporting of Disease Mortality. Inf. 13(2): 97 (2022) - [j35]Neofytos Dimitriou, Ognjen Arandjelovic:
Sequential Normalization: Embracing Smaller Sample Sizes for Normalization. Inf. 13(7): 337 (2022) - [j34]Jessica Cooper, Ognjen Arandjelovic, David J. Harrison:
Believe the HiPe: Hierarchical perturbation for fast, robust, and model-agnostic saliency mapping. Pattern Recognit. 129: 108743 (2022) - [j33]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): 1973-1985 (2022) - [c78]Yifei Qian, Liangfei Zhang, Xiaopeng Hong, Carl Donovan, Ognjen Arandjelovic:
Segmentation Assisted U-shaped Multi-scale Transformer for Crowd Counting. BMVC 2022: 397 - [c77]Harsh Singh, Ognjen Arandjelovic:
Data Efficient Support Vector Machine Training Using the Minimum Description Length Principle. ICASSP 2022: 1361-1365 - [c76]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: 146-157 - [i45]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 abs/2204.09782 (2022) - [i44]Georg Wölflein, In Hwa Um, David J. Harrison, Ognjen Arandjelovic:
HoechstGAN: Virtual Lymphocyte Staining Using Generative Adversarial Networks. CoRR abs/2210.06909 (2022) - 2021
- [j32]Georg Wölflein, Ognjen Arandjelovic:
Determining Chess Game State from an Image. J. Imaging 7(6): 94 (2021) - [j31]Liangfei Zhang, Ognjen Arandjelovic:
Review of Automatic Microexpression Recognition in the Past Decade. Mach. Learn. Knowl. Extr. 3(2): 414-434 (2021) - [c75]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: 1-4 - [c74]Lucie Charlotte Magister, Ognjen Arandjelovic:
Generative Image Inpainting for Retinal Images using Generative Adversarial Networks. EMBC 2021: 2835-2838 - [c73]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: 11-18 - [i43]Jessica Cooper, Ognjen Arandjelovic, David J. Harrison:
Believe The HiPe: Hierarchical Perturbation for Fast and Robust Explanation of Black Box Models. CoRR abs/2103.05108 (2021) - [i42]Georg Wölflein, Ognjen Arandjelovic:
Determining Chess Game State From an Image. CoRR abs/2104.14963 (2021) - [i41]Jessica Cooper, In Hwa Um, Ognjen Arandjelovic, David J. Harrison:
Hoechst Is All You Need: Lymphocyte Classification with Deep Learning. CoRR abs/2107.04388 (2021) - [i40]Liangfei Zhang, Xiaopeng Hong, Ognjen Arandjelovic, Guoying Zhao:
Short and Long Range Relation Based Spatio-Temporal Transformer for Micro-Expression Recognition. CoRR abs/2112.05851 (2021) - [i39]Neofytos Dimitriou, Ognjen Arandjelovic:
Magnifying Networks for Images with Billions of Pixels. CoRR abs/2112.06121 (2021) - 2020
- [j30]Connor Charles Ratcliffe, Ognjen Arandjelovic:
Tracking of Deformable Objects Using Dynamically and Robustly Updating Pictorial Structures. J. Imaging 6(7): 61 (2020) - [j29]Andrew Thirlwell, Ognjen Arandjelovic:
Big Data Driven Detection of Trees in Suburban Scenes Using Visual Spectrum Eye Level Photography. Sensors 20(11): 3051 (2020) - [c72]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: 5785-5788 - [p1]Daniel Vente, Ognjen Arandjelovic, Vincent O. Baron, Evelin Dombay, Stephen H. Gillespie:
Using Machine Learning for Automatic Estimation of M. Smegmatis Cell Count from Fluorescence Microscopy Images. Precision Health and Medicine 2020: 57-68 - [i38]Neofytos Dimitriou, Ognjen Arandjelovic:
A New Look at Ghost Normalization. CoRR abs/2007.08554 (2020)
2010 – 2019
- 2019
- [j28]Ognjen Arandjelovic:
Targeted Adaptable Sample for Accurate and Efficient Quantile Estimation in Non-Stationary Data Streams. Mach. Learn. Knowl. Extr. 1(3): 848-870 (2019) - [c71]Jessica Cooper, Ognjen Arandjelovic:
Understanding Ancient Coin Images. INNSBDDL 2019: 330-340 - [i37]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 abs/1902.03582 (2019) - [i36]Jessica Cooper, Ognjen Arandjelovic:
Understanding Ancient Coin Images. CoRR abs/1903.02665 (2019) - [i35]Neofytos Dimitriou, Ognjen Arandjelovic, Peter D. Caie:
Deep Learning for Whole Slide Image Analysis: An Overview. CoRR abs/1910.11097 (2019) - 2018
- [j27]Adham Beykikhoshk, Ognjen Arandjelovic, Dinh Q. Phung, Svetha Venkatesh:
Discovering topic structures of a temporally evolving document corpus. Knowl. Inf. Syst. 55(3): 599-632 (2018) - [j26]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) - [j25]Ognjen Arandjelovic:
Reimagining the central challenge of face recognition: Turning a problem into an advantage. Pattern Recognit. 83: 388-400 (2018) - [j24]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): 4280 (2018) - [c70]Saavi Stubseid, Ognjen Arandjelovic:
Machine Learning Based Prediction of Consumer Purchasing Decisions: The Evidence and Its Significance. AAAI Workshops 2018: 100-106 - [c69]William Tun, Ognjen Arandjelovic, Peter David Caie:
Using Machine Learning and Urine Cytology for Bladder Cancer Prescreening and Patient Stratification. AAAI Workshops 2018: 507-513 - [c68]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: 160-168 - [c67]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: 409-414 - [c66]Junjie Fan, Ognjen Arandjelovic:
Employing Domain Specific Discriminative Information to Address Inherent Limitations of the LBP Descriptor in Face Recognition. IJCNN 2018: 1-7 - 2017
- [j23]Ognjen Arandjelovic:
Strategies for informed sample size reduction in adaptive controlled clinical trials. EURASIP J. Adv. Signal Process. 2017: 75 (2017) - [j22]Ieva Vasiljeva, Ognjen Arandjelovic:
Diagnosis Prediction from Electronic Health Records Using the Binary Diagnosis History Vector Representation. J. Comput. Biol. 24(8): 767-786 (2017) - [j21]Ognjen Arandjelovic:
Baseline Fusion for Image and Pattern Recognition - What Not to Do (and How to Do Better). J. Imaging 3(4): 44 (2017) - [c65]Richard Osuala, Ognjen Arandjelovic:
Visualization of patient specific disease risk prediction. BHI 2017: 241-244 - [c64]Jingyuan Li, Ognjen Arandjelovic:
Glycaemic index prediction: A pilot study of data linkage challenges and the application of machine learning. BHI 2017: 357-360 - [c63]Callum Fare, Ognjen Arandjelovic:
Ancient Roman Coin Retrieval: A Systematic Examination of the Effects of Coin Grade. ECIR 2017: 410-423 - [c62]Juan Karsten, Ognjen Arandjelovic:
Automatic vertebrae localization from CT scans using volumetric descriptors. EMBC 2017: 576-579 - [c61]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: 2638-2641 - [c60]Jieyi Li, Ognjen Arandjelovic:
Intuitive and interpretable visual communication of a complex statistical model of disease progression and risk. EMBC 2017: 4199-4202 - [c59]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: 90-98 - [c58]Imanol Schlag, Ognjen Arandjelovic:
Ancient Roman Coin Recognition in the Wild Using Deep Learning Based Recognition of Artistically Depicted Face Profiles. ICCV Workshops 2017: 2898-2906 - [c57]Brandon Conn, Ognjen Arandjelovic:
Towards computer vision based ancient coin recognition in the wild - Automatic reliable image preprocessing and normalization. IJCNN 2017: 1457-1464 - [c56]Rohit Sharma, Ognjen Arandjelovic:
Information and knowing when to forget it. IJCNN 2017: 3184-3190 - [c55]Eduardo Nigri, Ognjen Arandjelovic:
Light Curve Analysis From Kepler Spacecraft Collected Data. ICMR 2017: 93-98 - [c54]Hafsah Umar, Ognjen Arandjelovic:
Learning nuanced cross-disciplinary citation metric normalization using the hierarchical dirichlet process on big scholarly data. SAC 2017: 1842-1847 - [i34]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 abs/1708.07977 (2017) - 2016
- [j20]Ognjen Arandjelovic:
On the discovery of hospital admission patterns - a clarification. Bioinform. 32(13): 2078 (2016) - [j19]Victor Andrei, Ognjen Arandjelovic:
Complex temporal topic evolution modelling using the Kullback-Leibler divergence and the Bhattacharyya distance. EURASIP J. Bioinform. Syst. Biol. 2016: 16 (2016) - [j18]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): 939-949 (2016) - [c53]Ognjen Arandjelovic:
Learnt Quasi-Transitive Similarity for Retrieval from Large Collections of Faces. CVPR 2016: 4883-4892 - [c52]Adham Beykikhoshk, Dinh Q. Phung, Ognjen Arandjelovic, Svetha Venkatesh:
Analysing the History of Autism Spectrum Disorder Using Topic Models. DSAA 2016: 762-771 - [c51]Ieva Vasiljeva, Ognjen Arandjelovic:
Towards sophisticated learning from EHRs: Increasing prediction specificity and accuracy using clinically meaningful risk criteria. EMBC 2016: 2452-2455 - [c50]Victor Andrei, Ognjen Arandjelovic:
Identification of promising research directions using machine learning aided medical literature analysis. EMBC 2016: 2471-2474 - [c49]Reza Shoja Ghiass, Ognjen Arandjelovic:
Highly Accurate Gaze Estimation Using a Consumer RGB-D Sensor. IJCAI 2016: 3368-3374 - [c48]Duc-Son Pham, Ognjen Arandjelovic, Svetha Venkatesh:
Achieving stable subspace clustering by post-processing generic clustering results. IJCNN 2016: 2390-2396 - [c47]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: 3030-3037 - [c46]Ognjen Arandjelovic:
Weighted Linear Fusion of Multimodal Data: A Reasonable Baseline? ACM Multimedia 2016: 851-857 - [i33]Ognjen Arandjelovic:
Learnt quasi-transitive similarity for retrieval from large collections of faces. CoRR abs/1603.00560 (2016) - [i32]Warren Rieutort-Louis, Ognjen Arandjelovic:
Descriptor transition tables for object retrieval using unconstrained cluttered video acquired using a consumer level handheld mobile device. CoRR abs/1603.05073 (2016) - [i31]Reza Shoja Ghiass, Ognjen Arandjelovic:
Highly accurate gaze estimation using a consumer RGB-depth sensor. CoRR abs/1604.01420 (2016) - [i30]Duc-Son Pham, Ognjen Arandjelovic, Svetha Venkatesh:
Achieving stable subspace clustering by post-processing generic clustering results. CoRR abs/1605.08680 (2016) - [i29]Victor Andrei, Ognjen Arandjelovic:
Identification of promising research directions using machine learning aided medical literature analysis. CoRR abs/1607.04660 (2016) - [i28]Ieva Vasiljeva, Ognjen Arandjelovic:
Prediction of future hospital admissions - what is the tradeoff between specificity and accuracy? CoRR abs/1607.07817 (2016) - 2015
- [j17]Ognjen Arandjelovic:
Discovering hospital admission patterns using models learnt from electronic hospital records. Bioinform. 31(24): 3970-3976 (2015) - [j16]Ognjen Arandjelovic, Duc-Son Pham, Svetha Venkatesh:
Efficient and accurate set-based registration of time-separated aerial images. Pattern Recognit. 48(11): 3466-3476 (2015) - [j15]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): 22:1-22:17 (2015) - [j14]Ognjen Arandjelovic, Duc-Son Pham, Svetha Venkatesh:
Two Maximum Entropy-Based Algorithms for Running Quantile Estimation in Nonstationary Data Streams. IEEE Trans. Circuits Syst. Video Technol. 25(9): 1469-1479 (2015) - [j13]Duc-Son Pham, Ognjen Arandjelovic, Svetha Venkatesh:
Detection of Dynamic Background Due to Swaying Movements From Motion Features. IEEE Trans. Image Process. 24(1): 332-344 (2015) - [c45]Ognjen Arandjelovic:
Sample-Targeted Clinical Trial Adaptation. AAAI 2015: 1693-1699 - [c44]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. ASONAM 2015: 1354-1361 - [c43]Ognjen Arandjelovic:
Automatic vehicle tracking and recognition from aerial image sequences. AVSS 2015: 1-6 - [c42]Ognjen Arandjelovic:
Prediction of health outcomes using big (health) data. EMBC 2015: 2543-2546 - [c41]Ognjen Arandjelovic, Duc-Son Pham, Svetha Venkatesh:
Groupwise Registration of Aerial Images. IJCAI 2015: 2133-2139 - [c40]Ognjen Arandjelovic, Duc-Son Pham, Svetha Venkatesh:
The adaptable buffer algorithm for high quantile estimation in non-stationary data streams. IJCNN 2015: 1-7 - [c39]Yohannes Biadgligne, Ognjen Arandjelovic:
Face filtering - Insights from real-world data. IWSSIP 2015: 65-68 - [c38]Warren Rieutort-Louis, Ognjen Arandjelovic:
Bo(V)W models for object recognition from video. IWSSIP 2015: 89-92 - [c37]Reza Shoja Ghiass, Ognjen Arandjelovic, Denis Laurendeau:
Highly Accurate and Fully Automatic Head Pose Estimation from a Low Quality Consumer-Level RGB-D Sensor. HCMC@ACM Multimedia 2015: 25-34 - [c36]Adham Beykikhoshk, Ognjen Arandjelovic, Svetha Venkatesh, Dinh Q. Phung:
Hierarchical Dirichlet Process for Tracking Complex Topical Structure Evolution and Its Application to Autism Research Literature. PAKDD (1) 2015: 550-562 - [i27]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 abs/1502.02233 (2015) - [i26]Ognjen Arandjelovic, Duc-Son Pham, Svetha Venkatesh:
Viewpoint distortion compensation in practical surveillance systems. CoRR abs/1504.05298 (2015) - [i25]Ognjen Arandjelovic, Duc-Son Pham, Svetha Venkatesh:
Groupwise registration of aerial images. CoRR abs/1504.05299 (2015) - [i24]Ognjen Arandjelovic, Duc-Son Pham, Svetha Venkatesh:
The adaptable buffer algorithm for high quantile estimation in non-stationary data streams. CoRR abs/1504.05302 (2015) - [i23]Ognjen Arandjelovic:
Automatic Face Recognition from Video. CoRR abs/1504.05308 (2015) - [i22]Adham Beykikhoshk, Ognjen Arandjelovic, Dinh Q. Phung, Svetha Venkatesh, Terry Caelli:
Using Twitter to learn about the autism community. CoRR abs/1506.00246 (2015) - [i21]Ognjen Arandjelovic:
Automatic vehicle tracking and recognition from aerial image sequences. CoRR abs/1506.06881 (2015) - [i20]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 abs/1507.02973 (2015) - [i19]Adham Beykikhoshk, Ognjen Arandjelovic, Dinh Q. Phung, Svetha Venkatesh:
Discovering topic structures of a temporally evolving document corpus. CoRR abs/1512.08008 (2015) - 2014
- [j12]Ognjen Arandjelovic:
Discriminative extended canonical correlation analysis for pattern set matching. Mach. Learn. 94(3): 353-370 (2014) - [j11]Ognjen Arandjelovic:
Hallucinating optimal high-dimensional subspaces. Pattern Recognit. 47(8): 2662-2672 (2014) - [j10]Reza Shoja Ghiass, Ognjen Arandjelovic, Abdelhakim Bendada, Xavier Maldague:
Infrared face recognition: A comprehensive review of methodologies and databases. Pattern Recognit. 47(9): 2807-2824 (2014) - [c35]Adham Beykikhoshk, Ognjen Arandjelovic, Dinh Q. Phung, Svetha Venkatesh, Terry Caelli:
Data-mining twitter and the autism spectrum disorder: A Pilot study. ASONAM 2014: 349-356 - [c34]Ognjen Arandjelovic:
A framework for improving the performance of verification algorithms with a low false positive rate requirement and limited training data. IJCB 2014: 1-7 - [c33]Ognjen Arandjelovic, Duc-Son Pham, Svetha Venkatesh:
Stream Quantiles via Maximal Entropy Histograms. ICONIP (2) 2014: 327-334 - [c32]Reza Shoja Ghiass, Ognjen Arandjelovic, Hakim Bendada, Xavier Maldague:
A Unified Framework for Thermal Face Recognition. ICONIP (2) 2014: 335-343 - [i18]Ognjen Arandjelovic:
Hallucinating optimal high-dimensional subspaces. CoRR abs/1401.8053 (2014) - [i17]Reza Shoja Ghiass, Ognjen Arandjelovic, Hakim Bendada, Xavier Maldague:
Infrared face recognition: a comprehensive review of methodologies and databases. CoRR abs/1401.8261 (2014) - [i16]Ognjen Arandjelovic:
A framework for improving the performance of verification algorithms with a low false positive rate requirement and limited training data. CoRR abs/1406.7360 (2014) - [i15]Reza Shoja Ghiass, Ognjen Arandjelovic, Hakim Bendada, Xavier Maldague:
A unified framework for thermal face recognition. CoRR abs/1407.7317 (2014) - [i14]Ognjen Arandjelovic:
Fairer citation-based metrics. CoRR abs/1408.3881 (2014) - [i13]Ognjen Arandjelovic, Duc-Son Pham, Svetha Venkatesh:
Stream quantiles via maximal entropy histograms. CoRR abs/1409.7289 (2014) - [i12]Ognjen Arandjelovic, Duc-Son Pham, Svetha Venkatesh:
Two maximum entropy based algorithms for running quantile estimation in non-stationary data streams. CoRR abs/1411.2250 (2014) - [i11]Ognjen Arandjelovic:
Sample-targeted clinical trial adaptation. CoRR abs/1411.3919 (2014) - 2013
- [j9]Ognjen Arandjelovic, Roberto Cipolla:
Achieving robust face recognition from video by combining a weak photometric model and a learnt generic face invariant. Pattern Recognit. 46(1): 9-23 (2013) - [c31]Reza Shoja Ghiass, Ognjen Arandjelovic, Hakim Bendada, Xavier Maldague:
Vesselness Features and the Inverse Compositional AAM for Robust Face Recognition Using Thermal IR. AAAI 2013: 357-364 - [c30]Ognjen Arandjelovic:
Making the most of the self-quotient image in face recognition. FG 2013: 1-7 - [c29]Ognjen Arandjelovic:
Discriminative k-means clustering. IJCNN 2013: 1-7 - [c28]Reza Shoja Ghiass, Ognjen Arandjelovic, Hakim Bendada, Xavier Maldague:
Illumination-invariant face recognition from a single image across extreme pose using a dual dimension AAM ensemble in the thermal infrared spectrum. IJCNN 2013: 1-10 - [c27]Reza Shoja Ghiass, Ognjen Arandjelovic, Hakim Bendada, Xavier Maldague:
Infrared face recognition: A literature review. IJCNN 2013: 1-10 - [i10]Reza Shoja Ghiass, Ognjen Arandjelovic, Hakim Bendada, Xavier Maldague:
Infrared face recognition: a literature review. CoRR abs/1306.1603 (2013) - [i9]Reza Shoja Ghiass, Ognjen Arandjelovic, Hakim Bendada, Xavier Maldague:
Vesselness features and the inverse compositional AAM for robust face recognition using thermal IR. CoRR abs/1306.1609 (2013) - [i8]Reza Shoja Ghiass, Ognjen Arandjelovic, Hakim Bendada, Xavier Maldague:
Illumination-invariant face recognition from a single image across extreme pose using a dual dimension AAM ensemble in the thermal infrared spectrum. CoRR abs/1306.1822 (2013) - [i7]Ognjen Arandjelovic:
Discriminative extended canonical correlation analysis for pattern set matching. CoRR abs/1306.2100 (2013) - [i6]Ognjen Arandjelovic:
Discriminative k-means clustering. CoRR abs/1306.2102 (2013) - [i5]Ognjen Arandjelovic:
Matching objects across the textured-smooth continuum. CoRR abs/1306.3297 (2013) - [i4]Ognjen Arandjelovic:
Live-wire 3D medical images segmentation. CoRR abs/1306.3415 (2013) - [i3]Ognjen Arandjelovic:
Computer simulation based parameter selection for resistance exercise. CoRR abs/1306.4724 (2013) - [i2]Ognjen Arandjelovic:
Contextually learnt detection of unusual motion-based behaviour in crowded public spaces. CoRR abs/1309.6390 (2013) - [i1]Rhys Martin, Ognjen Arandjelovic:
Multiple-object tracking in cluttered and crowded public spaces. CoRR abs/1309.6391 (2013) - 2012
- [j8]Ognjen Arandjelovic:
Computationally efficient application of the generic shape-illumination invariant to face recognition from video. Pattern Recognit. 45(1): 92-103 (2012) - [j7]Ognjen Arandjelovic:
Colour invariants under a non-linear photometric camera model and their application to face recognition from video. Pattern Recognit. 45(7): 2499-2509 (2012) - [c26]Ognjen Arandjelovic:
Gradient Edge Map Features for Frontal Face Recognition under Extreme Illumination Changes. BMVC 2012: 1-11 - [c25]Ognjen Arandjelovic:
Object Matching Using Boundary Descriptors. BMVC 2012: 1-11 - [c24]Ognjen Arandjelovic:
Reading Ancient Coins: Automatically Identifying Denarii Using Obverse Legend Seeded Retrieval. ECCV (4) 2012: 317-330 - [c23]Ognjen Arandjelovic:
Assessing Blinding in Clinical Trials. NIPS 2012: 530-538 - 2011
- [c22]Patrick Wollner, Ognjen Arandjelovic:
Freehand 3D scanning in a mobile environment using video. ICCV Workshops 2011: 445-452 - [c21]Ognjen Arandjelovic:
Contextually Learnt Detection of Unusual Motion-Based Behaviour in Crowded Public Spaces. ISCIS 2011: 403-410 - 2010
- [j6]Ognjen Arandjelovic, Riad I. Hammoud, Roberto Cipolla:
Thermal and reflectance based personal identification methodology under variable illumination. Pattern Recognit. 43(5): 1801-1813 (2010) - [c20]Ognjen Arandjelovic:
Accurate and Efficient Face Recognition from Video. BMVC 2010: 1-10 - [c19]Ognjen Arandjelovic:
Recognition from Appearance Subspaces across Image Sets of Variable Scale. BMVC 2010: 1-11 - [c18]Ognjen Arandjelovic:
Automatic attribution of ancient Roman imperial coins. CVPR 2010: 1728-1734 - [c17]Rhys Martin, Ognjen Arandjelovic:
Multiple-object Tracking in Cluttered and Crowded Public Spaces. ISVC (3) 2010: 89-98
2000 – 2009
- 2009
- [j5]Ognjen Arandjelovic, Roberto Cipolla:
A pose-wise linear illumination manifold model for face recognition using video. Comput. Vis. Image Underst. 113(1): 113-125 (2009) - [j4]Ognjen Arandjelovic, Roberto Cipolla:
A methodology for rapid illumination-invariant face recognition using image processing filters. Comput. Vis. Image Underst. 113(2): 159-171 (2009) - [c16]Ognjen Arandjelovic:
Unfolding a Face: From Singular to Manifold. ACCV (3) 2009: 203-213 - 2008
- [c15]Ognjen Arandjelovic:
Crowd Detection from Still Images. BMVC 2008: 1-10 - [c14]Ognjen Arandjelovic, Roberto Cipolla:
Colour invariants for machine face recognition. FG 2008: 1-8 - 2007
- [j3]Tae-Kyun Kim, Ognjen Arandjelovic, Roberto Cipolla:
Boosted manifold principal angles for image set-based recognition. Pattern Recognit. 40(9): 2475-2484 (2007) - 2006
- [j2]Matthew Johnson, Gabriel J. Brostow, Jamie Shotton, Ognjen Arandjelovic, Vivek Kwatra, Roberto Cipolla:
Semantic Photo Synthesis. Comput. Graph. Forum 25(3): 407-413 (2006) - [j1]Ognjen Arandjelovic, Roberto Cipolla:
An information-theoretic approach to face recognition from face motion manifolds. Image Vis. Comput. 24(6): 639-647 (2006) - [c13]Ognjen Arandjelovic, Riad I. Hammoud, Roberto Cipolla:
On Person Authentication by Fusing Visual and Thermal Face Biometrics. AVSS 2006: 50 - [c12]Ognjen Arandjelovic, Riad I. Hammoud, Roberto Cipolla:
Multi-Sensory Face Biometric Fusion (for Personal Identification). CVPR Workshops 2006: 52 - [c11]Ognjen Arandjelovic, Riad I. Hammoud:
Multi-Sensory Face Biometric Fusion (for Personal Identification). CVPR Workshops 2006: 128 - [c10]Ognjen Arandjelovic, Roberto Cipolla:
Automatic Cast Listing in Feature-Length Films with Anisotropic Manifold Space. CVPR (2) 2006: 1513-1520 - [c9]Ognjen Arandjelovic, Roberto Cipolla:
Face Recognition from Video Using the Generic Shape-Illumination Manifold. ECCV (4) 2006: 27-40 - [c8]Ognjen Arandjelovic, Roberto Cipolla:
A New Look at Filtering Techniques for Illumination Invariance in Automatic Face Recognition. FGR 2006: 449-454 - [c7]Ognjen Arandjelovic, Roberto Cipolla:
Face Set Classification using Maximally Probable Mutual Modes. ICPR (1) 2006: 511-514 - 2005
- [c6]Ognjen Arandjelovic, Roberto Cipolla:
Incremental Learning of Temporally-Coherent Gaussian Mixture Models. BMVC 2005 - [c5]Tae-Kyun Kim, Ognjen Arandjelovic, Roberto Cipolla:
Learning over Sets using Boosted Manifold Principal Angles (BoMPA). BMVC 2005 - [c4]Ognjen Arandjelovic, Gregory Shakhnarovich, John Fisher, Roberto Cipolla, Trevor Darrell:
Face Recognition with Image Sets Using Manifold Density Divergence. CVPR (1) 2005: 581-588 - [c3]Ognjen Arandjelovic, Andrew Zisserman:
Automatic Face Recognition for Film Character Retrieval in Feature-Length Films. CVPR (1) 2005: 860-867 - 2004
- [c2]Ognjen Arandjelovic, Roberto Cipolla:
An Illumination Invariant Face Recognition System for Access Control using Video. BMVC 2004: 1-10 - [c1]Ognjen Arandjelovic, Roberto Cipolla:
Face Recognition from Face Motion Manifolds using Robust Kernel Resistor-Average Distance. CVPR Workshops 2004: 88
Coauthor Index
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