Best rank-r tensor selection using Genetic Algorithm for better noise reduction and compression of Hyperspectral images. - Azam Karami; Mehran Yazdi; Alireza Zolghadre Asli (ICDIM, 2010)

Hyperspectral image compression based on Tucker Decomposition and Discrete Cosine Transform. - Azam Karami; Mehran Yazdi; Alireza Zolghadre Asli (IPTA, 2010)

Hyperspectral image compression based on tucker decomposition and wavelet transform. - Azam Karami; Mehran Yazdi; Grégoire Mercier (WHISPERS, 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 using 3D discrete cosine transform and support vector machine learning. - Azam Karami; Soosan Beheshti; Mehran Yazdi (ISSPA, 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 noise reduction and its effect on spectral unmixing. - Azam Karami; Rob Heylen; Paul Scheunders (WHISPERS, 2014)

Lossy compression of hyperspectral images optimizing spectral unmixing. - Azam Karami; Rob Heylen; Paul Scheunders (IGARSS, 2015)

Band-Specific Shearlet-Based Hyperspectral Image Noise Reduction. - Azam Karami; Rob Heylen; Paul Scheunders (IEEE Trans. Geosci. Remote. Sens., 2015)

Superresolution of hyperspectral images using spectral unmixing and sparse regularization. - Zahra Hashemi Nezhad; Azam Karami; Rob Heylen; Paul Scheunders (IGARSS, 2016)

Optical solutions for improving spatial resolution of hyperspectral sensors. - Sayyed Ashkan Adibi; Azam Karami; Rob Heylen; Paul Scheunders (WHISPERS, 2016)

Compression of hyperspectral images using block coordinate descent search and compressed sensing. - Shirin Hassanzadeh; Azam Karami; Rob Heylen; Paul Scheunders (WHISPERS, 2016)

Denoising of hyperspectral images using shearlet transform and fully constrained least squares unmixing. - Azam Karami; Rob Heylen; Paul Scheunders (WHISPERS, 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)

Hyperspectral Image Compression Optimized for Spectral Unmixing. - Azam Karami; Rob Heylen; Paul Scheunders (IEEE Trans. Geosci. Remote. Sens., 2016)

Image denoising using generalised Cauchy filter. - Azam Karami; Laleh Tafakori (IET Image Process., 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)

Hyperspectral and Multispectral Image Fusion Based on Spectral Matching in the Shearlet Domain. - Hossein Rezaei; Azam Karami; Paul Scheunders (IGARSS, 2018)

Hyperspectral Unmixing Using Secant Function Optimization. - Elnaz Sharifi; Azam Karami (IGARSS, 2018)

Fusion of Hyperspectral and Lidar Images Using Non-Subsampled Shearlettransform. - Mohammad Reza Soleimanzadeh; Azam Karami; Paul Scheunders (IGARSS, 2018)

A Weakly Supervised Deep Learning Approach for Plant Center Detection and Counting. - Azam Karami; Melba M. Crawford; Edward J. Delp (IGARSS, 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)

Advancing Tassel Detection and Counting: Annotation and Algorithms. - Azam Karami; Karoll Quijano; Melba M. Crawford (Remote. Sens., 2021)

Deep Fusion of Hyperspectral and LiDAR Images Using Attention-Based CNN. - Shahrzad Falahatnejad; Azam Karami (SN Comput. Sci., 2023)

Maize tassel detection and counting using a YOLOv5-based model. - Shahrzad Falahatnejad; Azam Karami (Multim. Tools Appl., 2023)

PTSRDet: End-to-End Super-Resolution and object-detection approach for small defect detection of power transmission lines. - Shahrzad Falahatnejad; Azam Karami; Hossein Nezamabadi-pour (Comput. Electr. Eng., 2025)