Jaime Zabalza

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 32

Top Topics

Feature Extraction

Industrial Robots

Singular Spectrum Analysis

Top Venues

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

IEEE Trans. Geosci. Remote. Sens.

Publications

Nour Aburaed, Mohammed Q. Alkhatib, Stephen Marshall, Jaime Zabalza, Hussain Al-Ahmad
Attention-Infused 3D-SRCNN for Hyperspectral Image Super Resolution. EUSIPCO (2023)
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 (2023)
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)
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 (2023)
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)
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) (2023)
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 (2023)
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) (2022)
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) (2022)
Nour Aburaed, Mohammed Q. Alkhatib, Stephen Marshall, Jaime Zabalza, Hussain Al-Ahmad
A Comparative Study of Loss Functions for Hyperspectral SISR. EUSIPCO (2022)
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)
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)
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 (2021)
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 (2020)
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) (2020)
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)
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) (2019)
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) (2019)
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) (2019)
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) (2019)
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) (2019)
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) (2018)
Julius Tschannerl, Jinchang Ren, Jaime Zabalza, Stephen Marshall
Segmented Autoencoders for Unsupervised Embedded Hyperspectral Band Selection. EUVIP (2018)
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)
Zhijing Yang, Faxian Cao, Jaime Zabalza, Weizhao Chen, Jiang-Zhong Cao
Spectral and Spatial Kernel Extreme Learning Machine for Hyperspectral Image Classification. BICS (2018)
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) (2017)
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 (2016)
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) (2015)
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) (2015)
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 (2015)
Stephen Marshall, Timothy Kelman, Tong Qiao, Paul Murray, Jaime Zabalza
Hyperspectral imaging for food applications. EUSIPCO (2015)
Jaime Zabalza, Jinchang Ren, Stephen Marshall
'On the fly' dimensionality reduction for hyperspectral image acquisition. EUSIPCO (2015)
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) (2014)
Jaime Zabalza, Jinchang Ren, Stephen Marshall
Singular Spectrum Analysis for effective noise removal and improved data classification in Hyperspectral Imaging. WHISPERS (2014)
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) (2014)