Publications

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2018
M. Soleimanzadeh, R., A. Karami, and P. Scheunders, "Fusion of hyperspectral and Lidar images using non-subsampled shearlet transform", IEEE IGARSS 2018, International Geoscience and Remote Sensing Symposium, Valencia, Spain, July 23-27, 2018.
Rezaei, H.., A. Karami, and P. Scheunders, "Hyperspectral and multispectral image fusion based on spectral matching in the shearlet domain", IEEE IGARSS 2018, International Geoscience and Remote Sensing Symposium, Valencia, Spain, July 23-27, 2018.
2016
Hassanzadeh, S., A. Karami, R. Heylen, and P. Scheunders, "Compression Of Hyperspectral Images Using Block Coordinate Descent Search And Compressed Sensing", 8th workshop on Hyperspectral Image and Signal Processing : Evolution in Remote Sensing, Los Angeles, USA, 08/2016.
Karami, A., R. Heylen, and P. Scheunders, "Denoising Of Hyperspectral Images Using Shearlet Transform And Fully Constrained Least Squares Unmixing", 8th workshop on Hyperspectral Image and Signal Processing : Evolution in Remote Sensing, Los Angeles, USA, 08/2016.
Nezhad, Z H., A. Karami, R. Heylen, and P. Scheunders, "Fusion of Hyperspectral and Multispectral Images Using Spectral Unmixing and Sparse Coding", IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 9, issue 6, pp. 2377-2389, 2016.
Karami, A., R. Heylen, and P. Scheunders, "Hyperspectral Image Compression Optimized for Spectral Unmixing", IEEE Transactions on Geoscience and Remote Sensing, vol. pp, issue 99, 06/2016.
Adibi, A., A. Karami, R. Heylen, and P. Scheunders, "Optical Solutions for Improving Spatial Resolution of Hyperspectral Sensors", 8th workshop on Hyperspectral Image and Signal Processing : Evolution in Remote Sensing, Los Angeles, USA, 08/2016.
Nezhad, Z H., A. Karami, R. Heylen, and P. Scheunders, "Superresolution Of Hyperspectral Images Using Spectral Unmixing And Sparse Regularization", IGARSS 2016, Beijing China, 07/2016.
2015
Karami, A., R. Heylen, and P. Scheunders, "Band-specific Shearlet-based Hyperspectral Image Noise Reduction", IEEE Transaction Geosciences and Remote Sensing , vol. 53, issue 9, no. 13, 03/2015.
Karami, A., R. Heylen, and P. Scheunders, "Lossy Compression of hyperspectral images optimizing spectral unmixing", IEEE IGARSS 2015, International Geoscience and Remote Sensing Symposium, Milan, Italy, July 26-31, pp. 5031-034, 2015.
Karami, A., R.Heylen, and P. Scheunders, "Lossy Compression of Hyperspectral Images Optimizing Spectral Unmixing", IGARSS 2015, Milan, Italy, 2015.
2014
Karami, A., R. Heylen, and P. Scheunders, "Hyperspectral Image Noise Reduction and its Effect on Spectral Unmixing", IEEE-Whispers 2014, Workshop on Hyperspectral Image and Signal Processing, Lausanne, Suisse, 2014.
Karami, A., R. Heylen, and P. Scheunders, "Hyperspectral Image Noise Reduction and its Effect on Spectral Unmixing", IEEE-Whispers 2014, Workshop on Hyperspectral Image and Signal Processing, Lausanne, Suisse, 2014.
2012
Karami, A., M.Yazdi, and G. Mercier, "Compression and Noise Reduction of Hyperspectral Images using Tucker Decomposition and Discrete Wavelet Transform", IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 5, issue 2, 2012.
Karami, A., S.. Beheshti, and M.Yazdi, "Hyperspectral Image Compression Using 3d Discrete Cosine Transform and Support Vector Machine Learning", International Conference on Information Science, Signal Processing and their Applications , Montreal, Canada, 2012.

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