Faezeh Fallah

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 13

Top Topics

Top Venues

IEEE J. Biomed. Health Informatics

Publications

Faezeh Fallah
Active Inference-Based Optimization of Discriminative Neural Network Classifiers. CoRR (2023)
Faezeh Fallah
Hierarchical Multiresolution Feature- and Prior-based Graphs for Classification. CoRR (2023)
Faezeh Fallah
Hierarchical Quadratic Random Forest Classifier. CoRR (2023)
Faezeh Fallah, Felix Wiewel, Bin Yang
Semi-supervised Riemannian Dimensionality Reduction and Classification Using a Manifold-based Random Walker Graph. EUSIPCO (2020)
Faezeh Fallah, Bin Yang
Supervised Canonical Correlation Analysis of Data on Symmetric Positive Definite Manifolds by Riemannian Dimensionality Reduction. ICASSP (2020)
Faezeh Fallah, Karim Armanious, Bin Yang, Fabian Bamberg
Volumetric Surface-guided Graph-based Segmentation of Cardiac Adipose Tissues on Fat-Water MR Images. EUSIPCO (2019)
Faezeh Fallah, Sven S. Walter, Fabian Bamberg, Bin Yang
Simultaneous Volumetric Segmentation of Vertebral Bodies and Intervertebral Discs on Fat-Water MR Images. IEEE J. Biomed. Health Informatics 23 (4) (2019)
Faezeh Fallah, Karim Armanious, Bin Yang, Fabian Bamberg
Spatial and Hierarchical Riemannian Dimensionality Reduction and Dictionary Learning for Segmenting Multichannel Images. EUSIPCO (2019)
Faezeh Fallah, Bin Yang, Sven S. Walter, Fabian Bamberg
A Hierarchical Ensemble Classifier for Multilabel Segmentation of Fat-Water MR Images. EUSIPCO (2018)
Faezeh Fallah, Bin Yang, Sven S. Walter, Fabian Bamberg
Hierarchical Feature-learning Graph-based Segmentation of Fat-Water MR Images. SPA (2018)
Faezeh Fallah, Bin Yang, Fabian Bamberg
Accurate robust nonlinear surface registration with simultaneous point cloud and triangular mesh representation. SPA (2017)
Faezeh Fallah, Bin Yang, Fabian Bamberg
Automatic atlas-guided constrained random Walker algorithm for 3D segmentation of muscles on water magnetic resonance images. EUSIPCO (2017)
Faezeh Fallah, Doychin Mariyanov Tsanev, Bin Yang, Sven S. Walter, Fabian Bamberg
A novel objective function based on a generalized kelly criterion for deep learning. SPA (2017)