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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
1632018
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
332018
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
172019
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
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
132021
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
132021
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
122022
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
112013
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
102021
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
82022
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
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
62023
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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