AmirAbbas Davari

27 papers B 1C 4Journal 19Unranked 2
YearRankTypeTitle / Venue / Authors
2023 J jnl
Bayesian Convolutional Neural Networks for Limited Data Hyperspectral Remote Sensing Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Mohammad Joshaghani, AmirAbbas Davari, Faezeh Nejati Hatamian, Andreas K. Maier, Christian Riess
2022 J jnl
Bayesian Convolutional Neural Networks for Limited Data Hyperspectral Remote Sensing Image Classification.
CoRR
Mohammad Joshaghani, AmirAbbas Davari, Faezeh Nejati Hatamian, Andreas K. Maier, Christian Riess
2022 J jnl
How to Get the Most Out of U-Net for Glacier Calving Front Segmentation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Maniraman Periyasamy, AmirAbbas Davari, Thorsten Seehaus, Matthias Braun, Andreas Maier, Vincent Christlein
2022 — —
Hyperspectral Image Analysis using Limited Data.
AmirAbbas Davari
2022 J jnl
On Mathews Correlation Coefficient and Improved Distance Map Loss for Automatic Glacier Calving Front Segmentation in SAR Imagery.
IEEE Trans. Geosci. Remote. Sens.
AmirAbbas Davari, Saahil Islam, Thorsten Seehaus, Andreas Hartmann, Matthias H. Braun, Andreas K. Maier, Vincent Christlein
2022 J jnl
Pixelwise Distance Regression for Glacier Calving Front Detection and Segmentation.
IEEE Trans. Geosci. Remote. Sens.
AmirAbbas Davari, Christoph Baller, Thorsten Seehaus, Matthias H. Braun, Andreas K. Maier, Vincent Christlein
2021 J jnl
Bayesian U-Net for Segmenting Glaciers in SAR Imagery.
CoRR
Andreas Hartmann, AmirAbbas Davari, Thorsten Seehaus, Matthias Braun, Andreas Maier, Vincent Christlein
2021 C conf
Bayesian U-Net for Segmenting Glaciers in Sar Imagery.
IGARSS
Andreas Hartmann, AmirAbbas Davari, Thorsten Seehaus, Matthias H. Braun, Andreas K. Maier, Vincent Christlein
2021 C conf
Glacier Calving Front Segmentation Using Attention U-Net.
IGARSS
Michael Holzmann, AmirAbbas Davari, Thorsten Seehaus, Matthias H. Braun, Andreas K. Maier, Vincent Christlein
2021 J jnl
Glacier Calving Front Segmentation Using Attention U-Net.
CoRR
Michael Holzmann, AmirAbbas Davari, Thorsten Seehaus, Matthias H. Braun, Andreas Maier, Vincent Christlein
2021 J jnl
On Mathews Correlation Coefficient and Improved Distance Map Loss for Automatic Glacier Calving Front Segmentation in SAR Imagery.
CoRR
AmirAbbas Davari, Saahil Islam, Thorsten Seehaus, Matthias H. Braun, Andreas Maier, Vincent Christlein
2021 J jnl
Pixel-wise Distance Regression for Glacier Calving Front Detection and Segmentation.
CoRR
AmirAbbas Davari, Christoph Baller, Thorsten Seehaus, Matthias H. Braun, Andreas Maier, Vincent Christlein
2021 C conf
Synthetic Glacier SAR Image Generation from Arbitrary Masks Using Pix2Pix Algorithm.
IGARSS
Rosanna Dietrich-Sussner, AmirAbbas Davari, Thorsten Seehaus, Matthias H. Braun, Vincent Christlein, Andreas K. Maier, Christian Riess
2021 J jnl
Synthetic Glacier SAR Image Generation from Arbitrary Masks Using Pix2Pix Algorithm.
CoRR
Rosanna Dietrich-Sussner, AmirAbbas Davari, Thorsten Seehaus, Matthias Braun, Vincent Christlein, Andreas Maier, Christian Riess
2020 J jnl
The Effect of Various Strengths of Noises and Data Augmentations on Classification of Short Single-Lead ECG Signals Using Deep Neural Networks.
CoRR
Faezeh Nejati Hatamian, AmirAbbas Davari, Andreas Maier
2019 J jnl
Fast and Efficient Limited Data Hyperspectral Remote Sensing Image Classification via GMM-Based Synthetic Samples.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
AmirAbbas Davari, Hasan Can Ozkan, Andreas K. Maier, Christian Riess
2018 — conf
Classification of Breast Cancer Histology Images Using Transfer Learning.
ICIAR
Sulaiman Vesal, Nishant Ravikumar, AmirAbbas Davari, Stephan Ellmann, Andreas K. Maier
2018 J jnl
Classification of breast cancer histology images using transfer learning.
CoRR
Sulaiman Vesal, Nishant Ravikumar, AmirAbbas Davari, Stephan Ellmann, Andreas K. Maier
2018 C conf
Fast Sample Generation with Variational Bayesian for Limited Data Hyperspectral Image Classification.
IGARSS
AmirAbbas Davari, Hasan Can Ozkan, Andreas K. Maier, Christian Riess
2018 J jnl
GMM-Based Synthetic Samples for Classification of Hyperspectral Images With Limited Training Data.
IEEE Geosci. Remote. Sens. Lett.
AmirAbbas Davari, Erchan Aptoula, Berrin A. Yanikoglu, Andreas K. Maier, Christian Riess
2018 B conf
Hyper-Hue and EMAP on Hyperspectral Images for Supervised Layer Decomposition of Old Master Drawings.
ICIP
AmirAbbas Davari, Nikolaos Sakaltras, Armin Häberle, Sulaiman Vesal, Vincent Christlein, Andreas K. Maier, Christian Riess
2018 J jnl
Hyper-Hue and EMAP on Hyperspectral Images for Supervised Layer Decomposition of Old Master Drawings.
CoRR
AmirAbbas Davari, Nikolaos Sakaltras, Armin Häberle, Sulaiman Vesal, Vincent Christlein, Andreas K. Maier, Christian Riess
2017 — conf
GMM Supervectors for Limited Training Data in Hyperspectral Remote Sensing Image Classification.
CAIP (2)
AmirAbbas Davari, Vincent Christlein, Sulaiman Vesal, Andreas K. Maier, Christian Riess
2017 J jnl
GMM-Based Synthetic Samples for Classification of Hyperspectral Images With Limited Training Data.
CoRR
AmirAbbas Davari, Erchan Aptoula, Berrin A. Yanikoglu, Andreas K. Maier, Christian Riess
2017 J jnl
Image Registration for the Alignment of Digitized Historical Documents.
CoRR
AmirAbbas Davari, Tobias Lindenberger, Armin Häberle, Vincent Christlein, Andreas K. Maier, Christian Riess
2017 J jnl
Semi-Automatic Algorithm for Breast MRI Lesion Segmentation Using Marker-Controlled Watershed Transformation.
CoRR
Sulaiman Vesal, Andres Diaz-Pinto, Nishant Ravikumar, Stephan Ellmann, AmirAbbas Davari, Andreas K. Maier
2017 J jnl
Sketch Layer Separation in Multi-Spectral Historical Document Images.
CoRR
AmirAbbas Davari, Armin Häberle, Vincent Christlein, Andreas K. Maier, Christian Riess