Azam Karami

26 papers C 6Journal 12Unranked 8
YearRankTypeTitle / Venue / Authors
2025 J jnl
PTSRDet: End-to-End Super-Resolution and object-detection approach for small defect detection of power transmission lines.
Comput. Electr. Eng.
Shahrzad Falahatnejad, Azam Karami, Hossein Nezamabadi-pour
2023 J jnl
Deep Fusion of Hyperspectral and LiDAR Images Using Attention-Based CNN.
SN Comput. Sci.
Shahrzad Falahatnejad, Azam Karami
2023 J jnl
Maize tassel detection and counting using a YOLOv5-based model.
Multim. Tools Appl.
Shahrzad Falahatnejad, Azam Karami
2021 J jnl
Advancing Tassel Detection and Counting: Annotation and Algorithms.
Remote. Sens.
Azam Karami, Karoll Quijano, Melba M. Crawford
2020 C conf
A Weakly Supervised Deep Learning Approach for Plant Center Detection and Counting.
IGARSS
Azam Karami, Melba M. Crawford, Edward J. Delp
2020 J jnl
Automatic Plant Counting and Location Based on a Few-Shot Learning Technique.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Azam Karami, Melba M. Crawford, Edward J. Delp
2018 C conf
Fusion of Hyperspectral and Lidar Images Using Non-Subsampled Shearlettransform.
IGARSS
Mohammad Reza Soleimanzadeh, Azam Karami, Paul Scheunders
2018 C conf
Hyperspectral Unmixing Using Secant Function Optimization.
IGARSS
Elnaz Sharifi, Azam Karami
2018 C conf
Hyperspectral and Multispectral Image Fusion Based on Spectral Matching in the Shearlet Domain.
IGARSS
Hossein Rezaei, Azam Karami, Paul Scheunders
2017 J jnl
Image denoising using generalised Cauchy filter.
IET Image Process.
Azam Karami, Laleh Tafakori
2017 J jnl
Spatial Resolution Enhancement of Hyperspectral Images Using Spectral Unmixing and Bayesian Sparse Representation.
Remote. Sens.
Elham Kordi Ghasrodashti, Azam Karami, Rob Heylen, Paul Scheunders
2016 — conf
Compression of hyperspectral images using block coordinate descent search and compressed sensing.
WHISPERS
Shirin Hassanzadeh, Azam Karami, Rob Heylen, Paul Scheunders
2016 — conf
Denoising of hyperspectral images using shearlet transform and fully constrained least squares unmixing.
WHISPERS
Azam Karami, Rob Heylen, Paul Scheunders
2016 J jnl
Fusion of Hyperspectral and Multispectral Images Using Spectral Unmixing and Sparse Coding.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Zahra Hashemi Nezhad, Azam Karami, Rob Heylen, Paul Scheunders
2016 J jnl
Hyperspectral Image Compression Optimized for Spectral Unmixing.
IEEE Trans. Geosci. Remote. Sens.
Azam Karami, Rob Heylen, Paul Scheunders
2016 — conf
Optical solutions for improving spatial resolution of hyperspectral sensors.
WHISPERS
Sayyed Ashkan Adibi, Azam Karami, Rob Heylen, Paul Scheunders
2016 C conf
Superresolution of hyperspectral images using spectral unmixing and sparse regularization.
IGARSS
Zahra Hashemi Nezhad, Azam Karami, Rob Heylen, Paul Scheunders
2015 J jnl
Band-Specific Shearlet-Based Hyperspectral Image Noise Reduction.
IEEE Trans. Geosci. Remote. Sens.
Azam Karami, Rob Heylen, Paul Scheunders
2015 C conf
Lossy compression of hyperspectral images optimizing spectral unmixing.
IGARSS
Azam Karami, Rob Heylen, Paul Scheunders
2014 — conf
Hyperspectral image noise reduction and its effect on spectral unmixing.
WHISPERS
Azam Karami, Rob Heylen, Paul Scheunders
2012 J jnl
Compression of Hyperspectral Images Using Discerete Wavelet Transform and Tucker Decomposition.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Azam Karami, Mehran Yazdi, Grégoire Mercier
2012 — conf
Hyperspectral image compression using 3D discrete cosine transform and support vector machine learning.
ISSPA
Azam Karami, Soosan Beheshti, Mehran Yazdi
2011 — conf
Hyperspectral image compression based on tucker decomposition and wavelet transform.
WHISPERS
Azam Karami, Mehran Yazdi, Grégoire Mercier
2011 J jnl
Noise Reduction of Hyperspectral Images Using Kernel Non-Negative Tucker Decomposition.
IEEE J. Sel. Top. Signal Process.
Azam Karami, Mehran Yazdi, Alireza Zolghadre Asli
2010 — conf
Best rank-r tensor selection using Genetic Algorithm for better noise reduction and compression of Hyperspectral images.
ICDIM
Azam Karami, Mehran Yazdi, Alireza Zolghadre Asli
2010 — conf
Hyperspectral image compression based on Tucker Decomposition and Discrete Cosine Transform.
IPTA
Azam Karami, Mehran Yazdi, Alireza Zolghadre Asli