Esla Timothy Anzaku

According to our database, Esla Timothy Anzaku authored at least 11 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2024

Self-supervised Benchmark Lottery on ImageNet: Do Marginal Improvements Translate to Improvements on Similar Datasets?

Utku Ozbulak, Esla Timothy Anzaku, Solha Kang, Wesley De Neve, Joris Vankerschaver

Proceedings of the International Joint Conference on Neural Networks, 2024

A Reference-Based Approach for Tumor Size Estimation in Monocular Laparoscopic Videos.

Seyed Amir Mousavi, Francesca Tozzi, Homin Park, Esla Timothy Anzaku, Matthias Van Liefferinge, Nikdokht Rashidian, Wouter Willaert, Wesley De Neve

Proceedings of the Computational Mathematics Modeling in Cancer Analysis, 2024

2023

CRISPR-Cas-Docker: web-based in silico docking and machine learning-based classification of crRNAs with Cas proteins.

Ho-min Park, Jongbum Won, Yunseol Park, Esla Timothy Anzaku, Joris Vankerschaver, Arnout Van Messem, Wesley De Neve, Hyunjin Shim

BMC Bioinform., December, 2023

Know Your Self-supervised Learning: A Survey on Image-based Generative and Discriminative Training.

Utku Ozbulak, Hyun Jung Lee, Beril Boga, Esla Timothy Anzaku, Ho-min Park, Arnout Van Messem, Wesley De Neve, Joris Vankerschaver

Trans. Mach. Learn. Res., 2023

Leveraging Human-Machine Interactions for Computer Vision Dataset Quality Enhancement.

Esla Timothy Anzaku, Hyesoo Hong, Jin-Woo Park, Wonjun Yang, Kangmin Kim, Jongbum Won, Deshika Vinoshani Kumari Herath, Arnout Van Messem, Wesley De Neve

Proceedings of the Intelligent Human Computer Interaction - 15th International Conference, 2023

2022

A Principled Evaluation Protocol for Comparative Investigation of the Effectiveness of DNN Classification Models on Similar-but-non-identical Datasets.

Esla Timothy Anzaku, Haohan Wang, Arnout Van Messem, Wesley De Neve

CoRR, 2022

2021

Selection of Source Images Heavily Influences the Effectiveness of Adversarial Attacks.

Utku Ozbulak, Esla Timothy Anzaku, Wesley De Neve, Arnout Van Messem

Proceedings of the 32nd British Machine Vision Conference 2021, 2021

2020

Automatic Detection of Trypanosomosis in Thick Blood Smears Using Image Pre-processing and Deep Learning.

Taewoo Jung, Esla Timothy Anzaku, Utku Özbulak, Stefan Magez, Arnout Van Messem, Wesley De Neve

Proceedings of the Intelligent Human Computer Interaction - 12th International Conference, 2020

2010

Privacy Preserving Facial and Fingerprint Multi-biometric Authentication.

Esla Timothy Anzaku, Hosik Sohn, Yong Man Ro

Proceedings of the Digital Watermarking - 9th International Workshop, 2010

Multi-Factor Authentication Using Fingerprints and User-Specific Random Projection.

Esla Timothy Anzaku, Hosik Sohn, Yong Man Ro

Proceedings of the Advances in Web Technologies and Applications, 2010

2009

Privacy Protection in Video Surveillance Systems Using Scalable Video Coding.

Hosik Sohn, Esla Timothy Anzaku, Wesley De Neve, Yong Man Ro, Konstantinos N. Plataniotis

Proceedings of the Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance, 2009