Publications

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Abdulrahman Mohamed Selim; Michael Barz; Omair Shahzad Bhatti; Hasan Md Tusfiqur Alam; Daniel Sonntag
A review of machine learning in scanpath analysis for passive gaze-based interaction
In: Maria Chiara Caschera (Hrsg.). Frontiers in Artificial Intelligence (Front. Artif. Intell.), Vol. 7, Pages 1-28, Frontiers Media SA, Avenue du …
Md Abdul Kadir; Hasan Md Tusfiqur Alam; Devansh Srivastav; Hans-Jürgen Profitlich; Daniel Sonntag
Partial Image Active Annotation (PIAA): An Efficient Active Learning Technique Using Edge Information in Limited Data Scenarios
In: KI - Künstliche Intelligenz, German Journal on Artificial Intelligence - Organ des Fachbereiches "Künstliche Intelligenz" der Gesellschaft für …
Md Abdul Kadir; Hasan Md Tusfiqur Alam; Pascale Maul; Hans-Jürgen Profitlich; Moritz Wolf; Daniel Sonntag
Modular Deep Active Learning Framework for Image Annotation: A Technical Report for the Ophthalmo-AI Project
3/2024.
Michael Barz; Omair Shahzad Bhatti; Hasan Md Tusfiqur Alam; Ho Minh Duy Nguyen; Daniel Sonntag
Interactive Fixation-to-AOI Mapping for Mobile Eye Tracking Data Based on Few-Shot Image Classification
In: Companion Proceedings of the 28th International Conference on Intelligent User Interfaces. International Conference on Intelligent User Interfaces …
Md Abdul Kadir; Hasan Md Tusfiqur Alam; Daniel Sonntag
EdgeAL: An Edge Estimation Based Active Learning Approach for OCT Segmentation
In: International Conference on Medical Image Computing and Computer-Assisted Intervention. Medical Image Computing and Computer Assisted Intervention …
Fabrizio Nunnari; Hasan Md Tusfiqur Alam; Daniel Sonntag
Anomaly Detection for Skin Lesion Images Using Replicator Neural Networks
In: Andreas Holzinger; Peter Kieseberg; A. Min Tjoa; Edgar Weippl (Hrsg.). Machine Learning and Knowledge Extraction. International IFIP Cross Domain …

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