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AmirAbbas Davari
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Classification of breast cancer histology images using transfer learning
S Vesal, N Ravikumar, AA Davari, S Ellmann, A Maier
International Conference Image Analysis and Recognition, 812-819, 2018
1772018
GMM-Based Synthetic Samples for Classification of Hyperspectral Images With Limited Training Data
A Davari, E Aptoula, B Yanikoglu, A Maier, C Riess
IEEE Geoscience and Remote Sensing Letters 15 (6), 942-946, 2018
352018
Bayesian U-Net for Segmenting Glaciers in SAR Imagery
A Hartmann, A Davari, T Seehaus, M Braun, A Maier, V Christlein
2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, 3479 …, 2021
162021
Fast and Efficient Limited Data Hyperspectral Remote Sensing Image Classification via GMM-Based Synthetic Samples
AA Davari, HC Özkan, A Maier, C Riess
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2019
162019
GMM Supervectors for Limited Training Data in Hyperspectral Remote Sensing Image Classification
AA Davari, V Christlein, S Vesal, A Maier, C Riess
International Conference on Computer Analysis of Images and Patterns, 296-306, 2017
162017
How to Get the Most Out of U-Net for Glacier Calving Front Segmentation
M Periyasamy, A Davari, T Seehaus, M Braun, A Maier, V Christlein
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2022
152022
Glacier Calving Front Segmentation Using Attention U-Net
M Holzmann, A Davari, T Seehaus, M Braun, A Maier, V Christlein
2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, 3483 …, 2021
152021
On Mathews Correlation Coefficient and Improved Distance Map Loss for Automatic Glacier Calving Front Segmentation in SAR Imagery
A Davari, S Islam, T Seehaus, A Hartmann, M Braun, A Maier, V Christlein
IEEE Transactions on Geoscience and Remote Sensing, 2021
132021
Automatic fall detection for elderly by using features extracted from skeletal data
A Davari, T Aydin, T Erdem
2013 International Conference on Electronics, Computer and Computation …, 2013
132013
Pixelwise Distance Regression for Glacier Calving Front Detection and Segmentation
A Davari, C Baller, T Seehaus, M Braun, A Maier, V Christlein
IEEE Transactions on Geoscience and Remote Sensing 60, 1-10, 2022
102022
Bayesian convolutional neural networks for limited data hyperspectral remote sensing image classification
M Joshaghani, A Davari, FN Hatamian, A Maier, C Riess
IEEE Geoscience and Remote Sensing Letters 20, 1-5, 2023
82023
Synthetic Glacier SAR Image Generation from Arbitrary Masks Using Pix2Pix Algorithm
R Dietrich-Sussner, A Davari, T Seehaus, M Braun, V Christlein, A Maier, ...
2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, 4548 …, 2021
72021
Sketch Layer Separation in Multi-Spectral Historical Document Images
AA Davari, A Häberle, V Christlein, A Maier, C Riess
Digital Humanities 2016 1, 147-160, 2017
52017
Image Registration for the Alignment of Digitized Historical Documents
AA Davari, T Lindenberger, A Häberle, V Christlein, A Maier, C Riess
42017
Semi-Automatic Algorithm for Breast MRI Lesion Segmentation Using Marker-Controlled Watershed Transformation
S Vesal, A Diaz-Pinto, N Ravikumar, S Ellmann, A Davari, A Maier
42017
On the effect of synthetic morphological feature vectors on hyperspectral image classification performance
AA Davari, E Aptoula, B Yanikoglu
Signal Processing and Communications Applications Conference (SIU), 2015 …, 2015
42015
Fast Sample Generation with Variational Bayesian for Limited Data Hyperspectral Image Classification
AA Davari, HC Özkan, A Maier, C Riess
IGARSS 2018-2018 IEEE International Geoscience and Remote Sensing Symposium …, 2018
22018
The Effect of Various Strengths of Noises and Data Augmentations on Classification of Short Single-Lead ECG Signals Using Deep Neural Networks
FN Hatamian, AA Davari, A Maier
arXiv preprint arXiv:2009.01192, 2020
12020
Glacier Front Detection at Tidewater Glaciers from Radar Images
AA Davari, T Seehaus, M Braun, A Maier
EGU General Assembly Conference Abstracts, 19357, 2020
12020
Hyperspectral Image Analysis Using Limited Data/Hyperspektrale Bildanalyse mit begrenzten Daten
A Davari
Friedrich-Alexander-Universitaet Erlangen-Nuernberg (Germany), 2022
2022
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