Faezeh Fallah

According to our database, Faezeh Fallah authored at least 14 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Image-based Feature and Prior Learning with Applications to Volumetric Segmentation of Fat-Water Magnetic Resonance Images.

Faezeh Fallah

PhD thesis, 2024

2023

Active Inference-Based Optimization of Discriminative Neural Network Classifiers.

Faezeh Fallah

CoRR, 2023

Hierarchical Multiresolution Feature- and Prior-based Graphs for Classification.

Faezeh Fallah

CoRR, 2023

Hierarchical Quadratic Random Forest Classifier.

Faezeh Fallah

CoRR, 2023

2020

Supervised Canonical Correlation Analysis of Data on Symmetric Positive Definite Manifolds by Riemannian Dimensionality Reduction.

Faezeh Fallah, Bin Yang

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Semi-supervised Riemannian Dimensionality Reduction and Classification Using a Manifold-based Random Walker Graph.

Faezeh Fallah, Felix Wiewel, Bin Yang

Proceedings of the 28th European Signal Processing Conference, 2020

2019

Simultaneous Volumetric Segmentation of Vertebral Bodies and Intervertebral Discs on Fat-Water MR Images.

Faezeh Fallah, Sven S. Walter, Fabian Bamberg, Bin Yang

IEEE J. Biomed. Health Informatics, 2019

Spatial and Hierarchical Riemannian Dimensionality Reduction and Dictionary Learning for Segmenting Multichannel Images.

Faezeh Fallah, Karim Armanious, Bin Yang, Fabian Bamberg

Proceedings of the 27th European Signal Processing Conference, 2019

Volumetric Surface-guided Graph-based Segmentation of Cardiac Adipose Tissues on Fat-Water MR Images.

Faezeh Fallah, Karim Armanious, Bin Yang, Fabian Bamberg

Proceedings of the 27th European Signal Processing Conference, 2019

2018

Hierarchical Feature-learning Graph-based Segmentation of Fat-Water MR Images.

Faezeh Fallah, Bin Yang, Sven S. Walter, Fabian Bamberg

Proceedings of the Signal Processing: Algorithms, 2018

A Hierarchical Ensemble Classifier for Multilabel Segmentation of Fat-Water MR Images.

Faezeh Fallah, Bin Yang, Sven S. Walter, Fabian Bamberg

Proceedings of the 26th European Signal Processing Conference, 2018

2017

Accurate robust nonlinear surface registration with simultaneous point cloud and triangular mesh representation.

Faezeh Fallah, Bin Yang, Fabian Bamberg

Proceedings of the Signal Processing: Algorithms, 2017

A novel objective function based on a generalized kelly criterion for deep learning.

Faezeh Fallah, Doychin Mariyanov Tsanev, Bin Yang, Sven S. Walter, Fabian Bamberg

Proceedings of the Signal Processing: Algorithms, 2017

Automatic atlas-guided constrained random Walker algorithm for 3D segmentation of muscles on water magnetic resonance images.

Faezeh Fallah, Bin Yang, Fabian Bamberg

Proceedings of the 25th European Signal Processing Conference, 2017