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ORCIDJaime Zabalza
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2020 – today
- 2023
[j22]Yijun Yan
, Jinchang Ren, Qiaoyuan Liu, Huimin Zhao, Haijiang Sun, Jaime Zabalza:
PCA-Domain Fused Singular Spectral Analysis for Fast and Noise-Robust Spectral-Spatial Feature Mining in Hyperspectral Classification. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (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) - [j19]Ping Ma, Jinchang Ren, Genyun Sun, Huimin Zhao, Xiuping Jia, Yijun Yan, Jaime Zabalza:
Multiscale Superpixelwise Prophet Model for Noise-Robust Feature Extraction in Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 61: 1-12 (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
- [j18]He Sun, Jinchang Ren, Huimin Zhao, Genyun Sun, Wenzhi Liao, Zhenyu Fang, Jaime Zabalza:
Adaptive Distance-Based Band Hierarchy (ADBH) for Effective Hyperspectral Band Selection. IEEE Trans. Cybern. 52(1): 215-227 (2022) - [j17]Genyun Sun, Hang Fu, Jinchang Ren, Aizhu Zhang, Jaime Zabalza, Xiuping Jia, Huimin Zhao:
SpaSSA: Superpixelwise Adaptive SSA for Unsupervised Spatial-Spectral Feature Extraction in Hyperspectral Image. IEEE Trans. Cybern. 52(7): 6158-6169 (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
- [j16]Samson Damilola Fabiyi, Paul Murray, Jaime Zabalza, Jinchang Ren:
Folded LDA: Extending the Linear Discriminant Analysis Algorithm for Feature Extraction and Data Reduction in Hyperspectral Remote Sensing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 12312-12331 (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 - 2020
- [j15]Hang Fu, Genyun Sun, Jaime Zabalza, Aizhu Zhang, Jinchang Ren, Xiuping Jia:
A Novel Spectral-Spatial Singular Spectrum Analysis Technique for Near Real-Time In Situ Feature Extraction in Hyperspectral Imaging. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 2214-2225 (2020) - [j14]Jinchang Ren, Yijun Yan, Huimin Zhao, Ping Ma, Jaime Zabalza, Zain U. Hussain, Shaoming Luo, Qingyun Dai, Sophia Zhao, Aziz Sheikh, Amir Hussain, Huakang Li:
A Novel Intelligent Computational Approach to Model Epidemiological Trends and Assess the Impact of Non-Pharmacological Interventions for COVID-19. IEEE J. Biomed. Health Informatics 24(12): 3551-3563 (2020) - [c7]Hang Fu, Genyun Sun, Jinchang Ren, Jaime Zabalza, Aizhu Zhang, Yanjuan Yao:
2D-SSA Based Multiscale Feature Fusion for Feature Extraction and Data Classification in Hyperspectral Imagery. IGARSS 2020: 76-79
2010 – 2019
- 2019
- [j13]Chunmei Qing, Jiawei Ruan, Xiangmin Xu, Jinchang Ren, Jaime Zabalza:
Spatial-spectral classification of hyperspectral images: a deep learning framework with Markov Random fields based modelling. IET Image Process. 13(2): 235-245 (2019) - [j12]Aizhu Zhang, Ping Ma, Si Han Liu, Genyun Sun, Hui Huang, Jaime Zabalza, Zhenjie Wang, Chengyan Lin:
Hyperspectral band selection using crossover-based gravitational search algorithm. IET Image Process. 13(2): 280-286 (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) - [j10]Jaime Zabalza, Zixiang Fei, Cuebong Wong, Yijun Yan, Carmelo Mineo, Erfu Yang, Tony Rodden, Jorn Mehnen, Quang-Cuong Pham, Jinchang Ren:
Smart Sensing and Adaptive Reasoning for Enabling Industrial Robots with Interactive Human-Robot Capabilities in Dynamic Environments - A Case Study. Sensors 19(6): 1354 (2019) - [j9]Natasha Padfield, Jaime Zabalza, Huimin Zhao, Valentin Masero Vargas, Jinchang Ren:
EEG-Based Brain-Computer Interfaces Using Motor-Imagery: Techniques and Challenges. Sensors 19(6): 1423 (2019) - 2018
- [j8]Jaime Zabalza, Chunmei Qing, Peter W. T. Yuen, Genyun Sun, Huimin Zhao, Jinchang Ren:
Fast implementation of two-dimensional singular spectrum analysis for effective data classification in hyperspectral imaging. J. Frankl. Inst. 355(4): 1733-1751 (2018) - [c6]Zhijing Yang, Faxian Cao, Jaime Zabalza, Weizhao Chen, Jiang-Zhong Cao:
Spectral and Spatial Kernel Extreme Learning Machine for Hyperspectral Image Classification. BICS 2018: 394-401 - [c5]Jaime Zabalza, Zixiang Fei, Cuebong Wong, Yijun Yan, Carmelo Mineo, Erfu Yang, Tony Rodden, Jorn Mehnen, Quang-Cuong Pham, Jinchang Ren:
Making Industrial Robots Smarter with Adaptive Reasoning and Autonomous Thinking for Real-Time Tasks in Dynamic Environments: A Case Study. BICS 2018: 790-800 - [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
Coauthor Index
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