Faezeh Fallah

14 papers Misc 1Journal 4Unranked 8

Year	Rank	Type	Title / Venue / Authors
2024	—	`—`	Image-based Feature and Prior Learning with Applications to Volumetric Segmentation of Fat-Water Magnetic Resonance Images. Faezeh Fallah
2023	J	`jnl`	Active Inference-Based Optimization of Discriminative Neural Network Classifiers. CoRR Faezeh Fallah
2023	J	`jnl`	Hierarchical Multiresolution Feature- and Prior-based Graphs for Classification. CoRR Faezeh Fallah
2023	J	`jnl`	Hierarchical Quadratic Random Forest Classifier. CoRR Faezeh Fallah
2020	—	`conf`	Semi-supervised Riemannian Dimensionality Reduction and Classification Using a Manifold-based Random Walker Graph. EUSIPCO Faezeh Fallah, Felix Wiewel, Bin Yang
2020	Misc	`conf`	Supervised Canonical Correlation Analysis of Data on Symmetric Positive Definite Manifolds by Riemannian Dimensionality Reduction. ICASSP Faezeh Fallah, Bin Yang
2019	J	`jnl`	Simultaneous Volumetric Segmentation of Vertebral Bodies and Intervertebral Discs on Fat-Water MR Images. IEEE J. Biomed. Health Informatics Faezeh Fallah, Sven S. Walter, Fabian Bamberg, Bin Yang
2019	—	`conf`	Spatial and Hierarchical Riemannian Dimensionality Reduction and Dictionary Learning for Segmenting Multichannel Images. EUSIPCO Faezeh Fallah, Karim Armanious, Bin Yang, Fabian Bamberg
2019	—	`conf`	Volumetric Surface-guided Graph-based Segmentation of Cardiac Adipose Tissues on Fat-Water MR Images. EUSIPCO Faezeh Fallah, Karim Armanious, Bin Yang, Fabian Bamberg
2018	—	`conf`	A Hierarchical Ensemble Classifier for Multilabel Segmentation of Fat-Water MR Images. EUSIPCO Faezeh Fallah, Bin Yang, Sven S. Walter, Fabian Bamberg
2018	—	`conf`	Hierarchical Feature-learning Graph-based Segmentation of Fat-Water MR Images. SPA Faezeh Fallah, Bin Yang, Sven S. Walter, Fabian Bamberg
2017	—	`conf`	A novel objective function based on a generalized kelly criterion for deep learning. SPA Faezeh Fallah, Doychin Mariyanov Tsanev, Bin Yang, Sven S. Walter, Fabian Bamberg
2017	—	`conf`	Accurate robust nonlinear surface registration with simultaneous point cloud and triangular mesh representation. SPA Faezeh Fallah, Bin Yang, Fabian Bamberg
2017	—	`conf`	Automatic atlas-guided constrained random Walker algorithm for 3D segmentation of muscles on water magnetic resonance images. EUSIPCO Faezeh Fallah, Bin Yang, Fabian Bamberg