Automatic atlas-guided constrained random Walker algorithm for 3D segmentation of muscles on water magnetic resonance images. - Faezeh Fallah; Bin Yang 009; Fabian Bamberg (EUSIPCO, 2017)

A novel objective function based on a generalized kelly criterion for deep learning. - Faezeh Fallah; Doychin Mariyanov Tsanev; Bin Yang 009; Sven S. Walter; Fabian Bamberg (SPA, 2017)

Accurate robust nonlinear surface registration with simultaneous point cloud and triangular mesh representation. - Faezeh Fallah; Bin Yang 009; Fabian Bamberg (SPA, 2017)

A Hierarchical Ensemble Classifier for Multilabel Segmentation of Fat-Water MR Images. - Faezeh Fallah; Bin Yang 009; Sven S. Walter; Fabian Bamberg (EUSIPCO, 2018)

Hierarchical Feature-learning Graph-based Segmentation of Fat-Water MR Images. - Faezeh Fallah; Bin Yang 009; Sven S. Walter; Fabian Bamberg (SPA, 2018)

Volumetric Surface-guided Graph-based Segmentation of Cardiac Adipose Tissues on Fat-Water MR Images. - Faezeh Fallah; Karim Armanious; Bin Yang 009; Fabian Bamberg (EUSIPCO, 2019)

Spatial and Hierarchical Riemannian Dimensionality Reduction and Dictionary Learning for Segmenting Multichannel Images. - Faezeh Fallah; Karim Armanious; Bin Yang 009; Fabian Bamberg (EUSIPCO, 2019)

Simultaneous Volumetric Segmentation of Vertebral Bodies and Intervertebral Discs on Fat-Water MR Images. - Faezeh Fallah; Sven S. Walter; Fabian Bamberg; Bin Yang 009 (IEEE J. Biomed. Health Informatics, 2019)

Semi-supervised Riemannian Dimensionality Reduction and Classification Using a Manifold-based Random Walker Graph. - Faezeh Fallah; Felix Wiewel; Bin Yang 009 (EUSIPCO, 2020)

Supervised Canonical Correlation Analysis of Data on Symmetric Positive Definite Manifolds by Riemannian Dimensionality Reduction. - Faezeh Fallah; Bin Yang 009 (ICASSP, 2020)

Hierarchical Quadratic Random Forest Classifier. - Faezeh Fallah (CoRR, 2023)

Hierarchical Multiresolution Feature- and Prior-based Graphs for Classification. - Faezeh Fallah (CoRR, 2023)

Active Inference-Based Optimization of Discriminative Neural Network Classifiers. - Faezeh Fallah (CoRR, 2023)

Image-based Feature and Prior Learning with Applications to Volumetric Segmentation of Fat-Water Magnetic Resonance Images. - Faezeh Fallah (Verlag Dr. Hut, 2024)