Shireen Y. Elhabian

4 papers · 2013–2025 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Silver 🚀 Conference Pioneer

Venues

MICCAI (2) CVPR (1) WACV (1)

Top co-authors

Tushar Kataria (2) Erik Bieging (1) Eugene Kwan (1) Rachaell Nihalaani (1) Abu Zahid Bin Aziz (1) Md Hasibul Husain Hisham (1) K. M. Arefeen Sultan (1) Alan Morris (1) Eugene Kholmovski (1) Ravi Ranjan (1)

Research topics

Machine Learning (2) Computer Vision (1) Deep Learning (1) Mathematics & Optimization (1) Analysis (1) Application Areas (1) Architectures (1) Core AI (1) Core Methods (1) Mathematics (1) Processing (1) Techniques (1)

Keywords

unsupervised learning (1) transformer architecture (1) dimensionality reduction (1) medical imaging (1) attention mechanism (1) bilinear appearance subspace (1) image irradiance (1) non-lambertian reflectance (1) lighting estimation (1) parameter efficient (1) frequency space (1) bilinear subspace (1) irradiance harmonics (1) 3d image registration (1) subspace construction (1)

Papers

EfficientMorph: Parameter-Efficient Transformer-Based Architecture for 3D Image Registration WACV 2025 Estimation and Analysis of Slice Propagation Uncertainty in 3D Anatomy Segmentation MICCAI 2024 HAMIL-QA: Hierarchical Approach to Multiple Instance Learning for Atrial LGE MRI Quality Assessment MICCAI 2024 Analytic Bilinear Appearance Subspace Construction for Modeling Image Irradiance under Natural Illumination and Non-Lambertian Reflectance CVPR 2013