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ORCIDFaezeh Fallah
Person information
- affiliation: University of Stuttgart, Germany
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2020 – today
- 2024
[b1]Faezeh Fallah:
Image-based Feature and Prior Learning with Applications to Volumetric Segmentation of Fat-Water Magnetic Resonance Images. University of Stuttgart, Germany, Verlag Dr. Hut 2024, ISBN 978-3-8439-5485-3- 2023
- [i3]Faezeh Fallah:
Hierarchical Quadratic Random Forest Classifier. CoRR abs/2306.01893 (2023) - [i2]Faezeh Fallah:
Hierarchical Multiresolution Feature- and Prior-based Graphs for Classification. CoRR abs/2306.02143 (2023) - [i1]Faezeh Fallah:
Active Inference-Based Optimization of Discriminative Neural Network Classifiers. CoRR abs/2306.02447 (2023) - 2020
- [c9]Faezeh Fallah, Felix Wiewel, Bin Yang:
Semi-supervised Riemannian Dimensionality Reduction and Classification Using a Manifold-based Random Walker Graph. EUSIPCO 2020: 1120-1124 - [c8]Faezeh Fallah, Bin Yang:
Supervised Canonical Correlation Analysis of Data on Symmetric Positive Definite Manifolds by Riemannian Dimensionality Reduction. ICASSP 2020: 8369-8373
2010 – 2019
- 2019
- [j1]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): 1692-1701 (2019) - [c7]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: 1-5 - [c6]Faezeh Fallah, Karim Armanious, Bin Yang, Fabian Bamberg:
Spatial and Hierarchical Riemannian Dimensionality Reduction and Dictionary Learning for Segmenting Multichannel Images. EUSIPCO 2019: 1-5 - 2018
- [c5]Faezeh Fallah, Bin Yang, Sven S. Walter, Fabian Bamberg:
A Hierarchical Ensemble Classifier for Multilabel Segmentation of Fat-Water MR Images. EUSIPCO 2018: 41-45 - [c4]Faezeh Fallah, Bin Yang, Sven S. Walter, Fabian Bamberg:
Hierarchical Feature-learning Graph-based Segmentation of Fat-Water MR Images. SPA 2018: 37-42 - 2017
- [c3]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: 251-255 - [c2]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: 84-89 - [c1]Faezeh Fallah, Bin Yang, Fabian Bamberg:
Accurate robust nonlinear surface registration with simultaneous point cloud and triangular mesh representation. SPA 2017: 143-148
Coauthor Index
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