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Jaime Zabalza
- > Home > Persons > Jaime Zabalza
Publications
- 2023
- [j21]Mohammed Q. Alkhatib, Mina Al-Saad, Nour Aburaed, Saeed Al-Mansoori, Jaime Zabalza, Stephen Marshall, Hussain Al-Ahmad:
Tri-CNN: A Three Branch Model for Hyperspectral Image Classification. Remote. Sens. 15(2): 316 (2023) - [j20]Nour Aburaed, Mohammed Q. Alkhatib, Stephen Marshall, Jaime Zabalza, Hussain Al-Ahmad:
A Review of Spatial Enhancement of Hyperspectral Remote Sensing Imaging Techniques. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 2275-2300 (2023) - [c13]Nour Aburaed, Mohammed Q. Alkhatib, Stephen Marshall, Jaime Zabalza, Hussain Al-Ahmad:
Attention-Infused 3D-SRCNN for Hyperspectral Image Super Resolution. EUSIPCO 2023: 456-460 - [c12]Nour Aburaed, Mohammed Q. Alkhatib, Stephen Marshall, Jaime Zabalza, Hussain Al-Ahmad:
Bayesian Hybrid Loss for Hyperspectral SISR Using 3D Wide Residual CNN. ICIP 2023: 2115-2119 - [c11]Nour Aburaed, Mohammed Q. Alkhatib, Stephen Marshall, Jaime Zabalza, Hussain Al-Ahmad:
Hyperspectral Data Scarcity Problem from a Super Resolution Perspective: Data Augmentation Analysis and Scheme. IGARSS 2023: 5057-5056 - 2022
- [c10]Nour Aburaed, Mohammed Q. Alkhatib, Stephen Marshall, Jaime Zabalza, Hussain Al-Ahmad:
A Comparative Study of Loss Functions for Hyperspectral SISR. EUSIPCO 2022: 484-487 - [c9]Nour Aburaed, Mohammed Q. Alkhatib, Stephen Marshall, Jaime Zabalza, Hussain Al-Ahmad:
SISR of Hyperspectral Remote Sensing Imagery Using 3D Encoder-Decoder RUNet Architecture. IGARSS 2022: 1516-1519 - 2021
- [c8]Nour Aburaed, Mohammed Q. Alkhatib, Stephen Marshall, Jaime Zabalza, Hussain Al-Ahmad:
3D Expansion of SRCNN for Spatial Enhancement of Hyperspectral Remote Sensing Images. ICSPIS 2021: 9-12 - 2019
- [j11]He Sun, Jinchang Ren, Huimin Zhao, Yijun Yan, Jaime Zabalza, Stephen Marshall:
Superpixel based Feature Specific Sparse Representation for Spectral-Spatial Classification of Hyperspectral Images. Remote. Sens. 11(5): 536 (2019) - 2018
- [c4]Julius Tschannerl, Jinchang Ren, Jaime Zabalza, Stephen Marshall:
Segmented Autoencoders for Unsupervised Embedded Hyperspectral Band Selection. EUVIP 2018: 1-6 - 2017
- [j7]Tong Qiao, Jinchang Ren, Zheng Wang, Jaime Zabalza, Meijun Sun, Huimin Zhao, Shutao Li, Jón Atli Benediktsson, Qingyun Dai, Stephen Marshall:
Effective Denoising and Classification of Hyperspectral Images Using Curvelet Transform and Singular Spectrum Analysis. IEEE Trans. Geosci. Remote. Sens. 55(1): 119-133 (2017) - 2016
- [j6]Jaime Zabalza, Jinchang Ren, Jiangbin Zheng, Huimin Zhao, Chunmei Qing, Zhijing Yang, Peijun Du, Stephen Marshall:
Novel segmented stacked autoencoder for effective dimensionality reduction and feature extraction in hyperspectral imaging. Neurocomputing 185: 1-10 (2016) - 2015
- [j5]Tong Qiao, Jinchang Ren, Cameron Craigie, Jaime Zabalza, Charlotte Maltin, Stephen Marshall:
Singular spectrum analysis for improving hyperspectral imaging based beef eating quality evaluation. Comput. Electron. Agric. 115: 21-25 (2015) - [j4]Jaime Zabalza, Jinchang Ren, Zheng Wang, Huimin Zhao, Jun Wang, Stephen Marshall:
Fast Implementation of Singular Spectrum Analysis for Effective Feature Extraction in Hyperspectral Imaging. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8(6): 2845-2853 (2015) - [j3]Jaime Zabalza, Jinchang Ren, Jiangbin Zheng, Junwei Han, Huimin Zhao, Shutao Li, Stephen Marshall:
Novel Two-Dimensional Singular Spectrum Analysis for Effective Feature Extraction and Data Classification in Hyperspectral Imaging. IEEE Trans. Geosci. Remote. Sens. 53(8): 4418-4433 (2015) - [c3]Jaime Zabalza, Jinchang Ren, Stephen Marshall:
'On the fly' dimensionality reduction for hyperspectral image acquisition. EUSIPCO 2015: 749-753 - [c2]Stephen Marshall, Timothy Kelman, Tong Qiao, Paul Murray, Jaime Zabalza:
Hyperspectral imaging for food applications. EUSIPCO 2015: 2854-2858 - 2014
- [j2]Jaime Zabalza, Jinchang Ren, Zheng Wang, Stephen Marshall, Jun Wang:
Singular Spectrum Analysis for Effective Feature Extraction in Hyperspectral Imaging. IEEE Geosci. Remote. Sens. Lett. 11(11): 1886-1890 (2014) - [j1]Jinchang Ren, Jaime Zabalza, Stephen Marshall, Jiangbin Zheng:
Effective Feature Extraction and Data Reduction in Remote Sensing Using Hyperspectral Imaging [Applications Corner]. IEEE Signal Process. Mag. 31(4): 149-154 (2014) - [c1]Jaime Zabalza, Jinchang Ren, Stephen Marshall:
Singular Spectrum Analysis for effective noise removal and improved data classification in Hyperspectral Imaging. WHISPERS 2014: 1-4
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