Research output per year
Research output per year
Personal profile
Profile Keywords
Computer vision; machine learning; pattern recognition; data mining; big data analysis; health informatics; statistics; clinical trial design and analysis; information retrieval; mathematical modelling; image processing
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Doctor of Philosophy, Face Recognition from Video, University of Cambridge
1 Sept 2003 → 30 Sept 2006
Award Date: 30 Apr 2007
Master of Engineering, University of Oxford
1 Oct 1999 → 30 Jun 2003
Award Date: 1 Jul 2003
Keywords
- QA75 Electronic computers. Computer science
- Computer vision
- Pattern recognition
- Machine Learning
- Statistics
- Modelling
- Data mining
- Information retrieval
- Image processing
- R Medicine (General)
- Electronic health records
- Medical statistics
- Medical ethics
- Clinical trial design
- Clinical trial analysis
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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A Grey-box Attack against Latent Diffusion Model-based Image Editing by Posterior Collapse
Guo, Z., Fang, L., Lin, J., Qian, Y., Zhao, S., Wang, Z., Dong, J., Chen, C., Arandjelović, O. & Lau, C. P., 20 Aug 2024.Research output: Working paper › Preprint
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Artwork protection against neural style transfer using locally adaptive adversarial color attack
Guo, Z., Dong, J., Qian, Y., Wang, K., Li, W., Guo, Z., Wang, Y., Li, Y., Arandjelović, O. & Fang, L., 18 Jan 2024, (Submitted) arXiv.Research output: Working paper › Preprint
1 Downloads (Pure) -
Automated reporting of cervical biopsies using artificial intelligence
Mohammadi, M., Fell, C., Morrison, D., Syed, S., Konanahalli, P., Bell, S., Bryson, G., Arandjelović, O., Harrison, D. J. & Harris-Birtill, D., 22 Apr 2024, In: PLOS Digital Health. 3, 4, e0000381.Research output: Contribution to journal › Article › peer-review
Open AccessFile8 Downloads (Pure) -
A White-Box False Positive Adversarial Attack Method on Contrastive Loss Based Offline Handwritten Signature Verification Models
Guo, Z., Li, W., Qian, Y., Arandelovic, O. & Fang, L., 2024, International Conference on Artificial Intelligence and Statistics. Vol. 238. p. 901-909Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Correction to: A Siamese Transformer Network for Zero-Shot Ancient Coin Classification (Journal of Imaging, (2023), 9, 6, (107), 10.3390/jimaging9060107)
Guo, Z., Arandjelović, O., Reid, D., Lei, Y. & Büttner, J., Mar 2024, In: Journal of Imaging. 10, 3, 57.Research output: Contribution to journal › Comment/debate › peer-review
Open Access
Datasets
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Interpreting lymphocyte classification from Hoechst stained slides with deep learning (code)
Arandelovic, O. (Creator), GitHub, 2022
https://github.com/jessicamarycooper/ICAIRD
Dataset: Software
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Extracting and classifying salient fields of view from microscopy slides of tuberculosis bacteria (dataset)
Zachariou, M. (Creator), Arandelovic, O. (Creator), Dombay, E. (Creator), Sabiiti, W. (Creator), Mtafya, B. A. (Creator) & Sloan, D. J. (Creator), University of St Andrews, 2022
DOI: 10.17630/f8989056-15ed-4fd9-81f5-69f098a39ca1
Dataset
File -
Dataset of Rendered Chess Game State Images
Wölflein, G. (Creator) & Arandelovic, O. (Creator), OSF, 3 May 2021
Dataset
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Localization and phenotyping of tuberculosis bacteria using a combination of deep learning and SVMs (dataset)
Zachariou, M. (Creator), Arandelovic, O. (Creator), Dombay, E. (Creator), Sabiiti, W. (Creator), Mtafya, B. A. (Creator), Ntinginya, N. (Creator) & Sloan, D. J. (Creator), University of St Andrews, 29 Feb 2024
DOI: 10.17630/a4ccdb1a-53ea-4fb9-9fd2-807bfd2da05d
Dataset
File -
Towards Fully Automated Analysis of Sputum Smear Microscopy Images (thesis data)
Zachariou, M. (Creator), Arandelovic, O. (Supervisor), Sloan, D. J. (Supervisor), Mtafya, B. A. (Data Collector) & Sabiiti, W. (Data Manager), University of St Andrews, 19 Apr 2024
DOI: 10.17630/28cc5ee6-7cfa-4335-b591-e1e9247dc4f6, https://doi.org/10.17630/sta/858
Dataset: Thesis dataset
File
Projects
- 2 Finished
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SFC Innovation Voucher (Findaa): Accurate Spatial Localization of Warehouse Inventory Using Low Cost RF Devices
Arandelovic, O. (PI)
1/03/20 → 1/07/20
Project: Standard
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ICAIRD: I-CAIRD: Industrial Centre for AI Research in Digital Diagnostics
Harris-Birtill, D. C. C. (PI) & Arandelovic, O. (CoI)
1/02/19 → 31/01/23
Project: Standard