Azam Karami

Publication Activity (10 Years)

Years Active: 2010-2023
Publications (10 Years): 18

Top Topics

Weakly Supervised

Sparse Representation

Spatial Resolution

Top Venues

IEEE Trans. Geosci. Remote. Sens.

Publications

Shahrzad Falahatnejad, Azam Karami
Maize tassel detection and counting using a YOLOv5-based model. Multim. Tools Appl. 82 (13) (2023)
Shahrzad Falahatnejad, Azam Karami
Deep Fusion of Hyperspectral and LiDAR Images Using Attention-Based CNN. SN Comput. Sci. 4 (1) (2023)
Azam Karami, Karoll Quijano, Melba M. Crawford
Advancing Tassel Detection and Counting: Annotation and Algorithms. Remote. Sens. 13 (15) (2021)
Azam Karami, Melba M. Crawford, Edward J. Delp
Automatic Plant Counting and Location Based on a Few-Shot Learning Technique. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)
Azam Karami, Melba M. Crawford, Edward J. Delp
A Weakly Supervised Deep Learning Approach for Plant Center Detection and Counting. IGARSS (2020)
Elnaz Sharifi, Azam Karami
Hyperspectral Unmixing Using Secant Function Optimization. IGARSS (2018)
Mohammad Reza Soleimanzadeh, Azam Karami, Paul Scheunders
Fusion of Hyperspectral and Lidar Images Using Non-Subsampled Shearlettransform. IGARSS (2018)
Hossein Rezaei, Azam Karami, Paul Scheunders
Hyperspectral and Multispectral Image Fusion Based on Spectral Matching in the Shearlet Domain. IGARSS (2018)
Azam Karami, Laleh Tafakori
Image denoising using generalised Cauchy filter. IET Image Process. 11 (9) (2017)
Elham Kordi Ghasrodashti, Azam Karami, Rob Heylen, Paul Scheunders
Spatial Resolution Enhancement of Hyperspectral Images Using Spectral Unmixing and Bayesian Sparse Representation. Remote. Sens. 9 (6) (2017)
Zahra Hashemi Nezhad, Azam Karami, Rob Heylen, Paul Scheunders
Fusion of Hyperspectral and Multispectral Images Using Spectral Unmixing and Sparse Coding. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (6) (2016)
Zahra Hashemi Nezhad, Azam Karami, Rob Heylen, Paul Scheunders
Superresolution of hyperspectral images using spectral unmixing and sparse regularization. IGARSS (2016)
Azam Karami, Rob Heylen, Paul Scheunders
Hyperspectral Image Compression Optimized for Spectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 54 (10) (2016)
Sayyed Ashkan Adibi, Azam Karami, Rob Heylen, Paul Scheunders
Optical solutions for improving spatial resolution of hyperspectral sensors. WHISPERS (2016)
Shirin Hassanzadeh, Azam Karami, Rob Heylen, Paul Scheunders
Compression of hyperspectral images using block coordinate descent search and compressed sensing. WHISPERS (2016)
Azam Karami, Rob Heylen, Paul Scheunders
Denoising of hyperspectral images using shearlet transform and fully constrained least squares unmixing. WHISPERS (2016)
Azam Karami, Rob Heylen, Paul Scheunders
Lossy compression of hyperspectral images optimizing spectral unmixing. IGARSS (2015)
Azam Karami, Rob Heylen, Paul Scheunders
Band-Specific Shearlet-Based Hyperspectral Image Noise Reduction. IEEE Trans. Geosci. Remote. Sens. 53 (9) (2015)
Azam Karami, Rob Heylen, Paul Scheunders
Hyperspectral image noise reduction and its effect on spectral unmixing. WHISPERS (2014)
Azam Karami, Soosan Beheshti, Mehran Yazdi
Hyperspectral image compression using 3D discrete cosine transform and support vector machine learning. ISSPA (2012)
Azam Karami, Mehran Yazdi, Grégoire Mercier
Compression of Hyperspectral Images Using Discerete Wavelet Transform and Tucker Decomposition. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 5 (2) (2012)
Azam Karami, Mehran Yazdi, Grégoire Mercier
Hyperspectral image compression based on tucker decomposition and wavelet transform. WHISPERS (2011)
Azam Karami, Mehran Yazdi, Alireza Zolghadre Asli
Noise Reduction of Hyperspectral Images Using Kernel Non-Negative Tucker Decomposition. IEEE J. Sel. Top. Signal Process. 5 (3) (2011)
Azam Karami, Mehran Yazdi, Alireza Zolghadre Asli
Best rank-r tensor selection using Genetic Algorithm for better noise reduction and compression of Hyperspectral images. ICDIM (2010)
Azam Karami, Mehran Yazdi, Alireza Zolghadre Asli
Hyperspectral image compression based on Tucker Decomposition and Discrete Cosine Transform. IPTA (2010)