AmirAbbas Davari

According to our database, AmirAbbas Davari authored at least 21 papers between 2015 and 2023.

Collaborative distances:

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

2023

Bayesian Convolutional Neural Networks for Limited Data Hyperspectral Remote Sensing Image Classification.

Mohammad Joshaghani, AmirAbbas Davari, Faezeh Nejati Hatamian, Andreas K. Maier, Christian Riess

IEEE Geosci. Remote. Sens. Lett., 2023

2022

Hyperspectral Image Analysis using Limited Data.

AmirAbbas Davari

PhD thesis, 2022

On Mathews Correlation Coefficient and Improved Distance Map Loss for Automatic Glacier Calving Front Segmentation in SAR Imagery.

AmirAbbas Davari, Saahil Islam, Thorsten Seehaus, Andreas Hartmann, Matthias H. Braun, Andreas K. Maier, Vincent Christlein

IEEE Trans. Geosci. Remote. Sens., 2022

Pixelwise Distance Regression for Glacier Calving Front Detection and Segmentation.

AmirAbbas Davari, Christoph Baller, Thorsten Seehaus, Matthias H. Braun, Andreas K. Maier, Vincent Christlein

IEEE Trans. Geosci. Remote. Sens., 2022

How to Get the Most Out of U-Net for Glacier Calving Front Segmentation.

Maniraman Periyasamy, AmirAbbas Davari, Thorsten Seehaus, Matthias Braun, Andreas Maier, Vincent Christlein

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

2021

Pixel-wise Distance Regression for Glacier Calving Front Detection and Segmentation.

AmirAbbas Davari, Christoph Baller, Thorsten Seehaus, Matthias H. Braun, Andreas Maier, Vincent Christlein

CoRR, 2021

On Mathews Correlation Coefficient and Improved Distance Map Loss for Automatic Glacier Calving Front Segmentation in SAR Imagery.

AmirAbbas Davari, Saahil Islam, Thorsten Seehaus, Matthias H. Braun, Andreas Maier, Vincent Christlein

CoRR, 2021

Glacier Calving Front Segmentation Using Attention U-Net.

Michael Holzmann, AmirAbbas Davari, Thorsten Seehaus, Matthias H. Braun, Andreas K. Maier, Vincent Christlein

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Bayesian U-Net for Segmenting Glaciers in Sar Imagery.

Andreas Hartmann, AmirAbbas Davari, Thorsten Seehaus, Matthias H. Braun, Andreas K. Maier, Vincent Christlein

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Synthetic Glacier SAR Image Generation from Arbitrary Masks Using Pix2Pix Algorithm.

Rosanna Dietrich-Sussner, AmirAbbas Davari, Thorsten Seehaus, Matthias H. Braun, Vincent Christlein, Andreas K. Maier, Christian Riess

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020

The Effect of Various Strengths of Noises and Data Augmentations on Classification of Short Single-Lead ECG Signals Using Deep Neural Networks.

Faezeh Nejati Hatamian, AmirAbbas Davari, Andreas Maier

CoRR, 2020

2019

Fast and Efficient Limited Data Hyperspectral Remote Sensing Image Classification via GMM-Based Synthetic Samples.

AmirAbbas Davari, Hasan Can Ozkan, Andreas K. Maier, Christian Riess

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

2018

GMM-Based Synthetic Samples for Classification of Hyperspectral Images With Limited Training Data.

AmirAbbas Davari, Erchan Aptoula, Berrin A. Yanikoglu, Andreas K. Maier, Christian Riess

IEEE Geosci. Remote. Sens. Lett., 2018

Fast Sample Generation with Variational Bayesian for Limited Data Hyperspectral Image Classification.

AmirAbbas Davari, Hasan Can Ozkan, Andreas K. Maier, Christian Riess

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Hyper-Hue and EMAP on Hyperspectral Images for Supervised Layer Decomposition of Old Master Drawings.

AmirAbbas Davari, Nikolaos Sakaltras, Armin Häberle, Sulaiman Vesal, Vincent Christlein, Andreas K. Maier, Christian Riess

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Classification of Breast Cancer Histology Images Using Transfer Learning.

Sulaiman Vesal, Nishant Ravikumar, AmirAbbas Davari, Stephan Ellmann, Andreas K. Maier

Proceedings of the Image Analysis and Recognition - 15th International Conference, 2018

2017

Semi-Automatic Algorithm for Breast MRI Lesion Segmentation Using Marker-Controlled Watershed Transformation.

Sulaiman Vesal, Andres Diaz-Pinto, Nishant Ravikumar, Stephan Ellmann, AmirAbbas Davari, Andreas K. Maier

CoRR, 2017

Image Registration for the Alignment of Digitized Historical Documents.

AmirAbbas Davari, Tobias Lindenberger, Armin Häberle, Vincent Christlein, Andreas K. Maier, Christian Riess

CoRR, 2017

Sketch Layer Separation in Multi-Spectral Historical Document Images.

AmirAbbas Davari, Armin Häberle, Vincent Christlein, Andreas K. Maier, Christian Riess

CoRR, 2017

GMM Supervectors for Limited Training Data in Hyperspectral Remote Sensing Image Classification.

AmirAbbas Davari, Vincent Christlein, Sulaiman Vesal, Andreas K. Maier, Christian Riess

Proceedings of the Computer Analysis of Images and Patterns, 2017

2015

On the effect of synthetic morphological feature vectors on hyperspectral image classification performance.

Amir Abbas Davari, Erchan Aptoula, Berrin A. Yanikoglu

Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015