Azam Karami

According to our database, Azam Karami authored at least 25 papers between 2010 and 2023.

Collaborative distances:

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

2023

Maize tassel detection and counting using a YOLOv5-based model.

Shahrzad Falahatnejad, Azam Karami

Multim. Tools Appl., May, 2023

Deep Fusion of Hyperspectral and LiDAR Images Using Attention-Based CNN.

Shahrzad Falahatnejad, Azam Karami

SN Comput. Sci., 2023

2021

Advancing Tassel Detection and Counting: Annotation and Algorithms.

Azam Karami, Karoll Quijano, Melba M. Crawford

Remote. Sens., 2021

2020

Automatic Plant Counting and Location Based on a Few-Shot Learning Technique.

Azam Karami, Melba M. Crawford, Edward J. Delp

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

A Weakly Supervised Deep Learning Approach for Plant Center Detection and Counting.

Azam Karami, Melba M. Crawford, Edward J. Delp

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

2018

Fusion of Hyperspectral and Lidar Images Using Non-Subsampled Shearlettransform.

Mohammad Reza Soleimanzadeh, Azam Karami, Paul Scheunders

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

Hyperspectral Unmixing Using Secant Function Optimization.

Elnaz Sharifi, Azam Karami

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

Hyperspectral and Multispectral Image Fusion Based on Spectral Matching in the Shearlet Domain.

Hossein Rezaei, Azam Karami, Paul Scheunders

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

2017

Spatial Resolution Enhancement of Hyperspectral Images Using Spectral Unmixing and Bayesian Sparse Representation.

Elham Kordi Ghasrodashti, Azam Karami, Rob Heylen, Paul Scheunders

Remote. Sens., 2017

Image denoising using generalised Cauchy filter.

Azam Karami, Laleh Tafakori

IET Image Process., 2017

2016

Hyperspectral Image Compression Optimized for Spectral Unmixing.

Azam Karami, Rob Heylen, Paul Scheunders

IEEE Trans. Geosci. Remote. Sens., 2016

Fusion of Hyperspectral and Multispectral Images Using Spectral Unmixing and Sparse Coding.

Zahra Hashemi Nezhad, Azam Karami, Rob Heylen, Paul Scheunders

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Denoising of hyperspectral images using shearlet transform and fully constrained least squares unmixing.

Azam Karami, Rob Heylen, Paul Scheunders

Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016

Compression of hyperspectral images using block coordinate descent search and compressed sensing.

Shirin Hassanzadeh, Azam Karami, Rob Heylen, Paul Scheunders

Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016

Optical solutions for improving spatial resolution of hyperspectral sensors.

Sayyed Ashkan Adibi, Azam Karami, Rob Heylen, Paul Scheunders

Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016

Superresolution of hyperspectral images using spectral unmixing and sparse regularization.

Zahra Hashemi Nezhad, Azam Karami, Rob Heylen, Paul Scheunders

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

2015

Band-Specific Shearlet-Based Hyperspectral Image Noise Reduction.

Azam Karami, Rob Heylen, Paul Scheunders

IEEE Trans. Geosci. Remote. Sens., 2015

Lossy compression of hyperspectral images optimizing spectral unmixing.

Azam Karami, Rob Heylen, Paul Scheunders

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

2014

Hyperspectral image noise reduction and its effect on spectral unmixing.

Azam Karami, Rob Heylen, Paul Scheunders

Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014

2012

Compression of Hyperspectral Images Using Discerete Wavelet Transform and Tucker Decomposition.

Azam Karami, Mehran Yazdi, Grégoire Mercier

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012

Hyperspectral image compression using 3D discrete cosine transform and support vector machine learning.

Azam Karami, Soosan Beheshti, Mehran Yazdi

Proceedings of the 11th International Conference on Information Science, 2012

2011

Noise Reduction of Hyperspectral Images Using Kernel Non-Negative Tucker Decomposition.

Azam Karami, Mehran Yazdi, Alireza Zolghadre Asli

IEEE J. Sel. Top. Signal Process., 2011

Hyperspectral image compression based on tucker decomposition and wavelet transform.

Azam Karami, Mehran Yazdi, Grégoire Mercier

Proceedings of the 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2011

2010

Hyperspectral image compression based on Tucker Decomposition and Discrete Cosine Transform.

Azam Karami, Mehran Yazdi, Alireza Zolghadre Asli

Proceedings of the 2nd International Conference on Image Processing Theory Tools and Applications, 2010

Best rank-r tensor selection using Genetic Algorithm for better noise reduction and compression of Hyperspectral images.

Azam Karami, Mehran Yazdi, Alireza Zolghadre Asli

Proceedings of the Fifth IEEE International Conference on Digital Information Management, 2010