Jaime Zabalza

36 papers B 1C 3Journal 22Unranked 10
YearRankTypeTitle / Venue / Authors
2024 — conf
Novel Means of Salt Concentration Prediction and Mapping on Metallic Surfaces Using Shortwave-Infrared Hyperspectral Imaging.
WHISPERS
Aoife Keane, Antonio Di Buono, Neil Cockbain, Robert Bernard, Paul Murray, Jaime Zabalza
2023 J jnl
A Review of Spatial Enhancement of Hyperspectral Remote Sensing Imaging Techniques.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Nour Aburaed, Mohammed Q. Alkhatib, Stephen Marshall, Jaime Zabalza, Hussain Al-Ahmad
2023 — conf
Attention-Infused 3D-SRCNN for Hyperspectral Image Super Resolution.
EUSIPCO
Nour Aburaed, Mohammed Q. Alkhatib, Stephen Marshall, Jaime Zabalza, Hussain Al-Ahmad
2023 B conf
Bayesian Hybrid Loss for Hyperspectral SISR Using 3D Wide Residual CNN.
ICIP
Nour Aburaed, Mohammed Q. Alkhatib, Stephen Marshall, Jaime Zabalza, Hussain Al-Ahmad
2023 C conf
Hyperspectral Data Scarcity Problem from a Super Resolution Perspective: Data Augmentation Analysis and Scheme.
IGARSS
Nour Aburaed, Mohammed Q. Alkhatib, Stephen Marshall, Jaime Zabalza, Hussain Al-Ahmad
2023 J jnl
Multiscale Superpixelwise Prophet Model for Noise-Robust Feature Extraction in Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens.
Ping Ma, Jinchang Ren, Genyun Sun, Huimin Zhao, Xiuping Jia, Yijun Yan, Jaime Zabalza
2023 J jnl
PCA-Domain Fused Singular Spectral Analysis for Fast and Noise-Robust Spectral-Spatial Feature Mining in Hyperspectral Classification.
IEEE Geosci. Remote. Sens. Lett.
Yijun Yan, Jinchang Ren, Qiaoyuan Liu, Huimin Zhao, Haijiang Sun, Jaime Zabalza
2023 J jnl
Tri-CNN: A Three Branch Model for Hyperspectral Image Classification.
Remote. Sens.
Mohammed Q. Alkhatib, Mina Al-Saad, Nour Aburaed, Saeed Al-Mansoori, Jaime Zabalza, Stephen Marshall, Hussain Al-Ahmad
2022 — conf
A Comparative Study of Loss Functions for Hyperspectral SISR.
EUSIPCO
Nour Aburaed, Mohammed Q. Alkhatib, Stephen Marshall, Jaime Zabalza, Hussain Al-Ahmad
2022 J jnl
Adaptive Distance-Based Band Hierarchy (ADBH) for Effective Hyperspectral Band Selection.
IEEE Trans. Cybern.
He Sun, Jinchang Ren, Huimin Zhao, Genyun Sun, Wenzhi Liao, Zhenyu Fang, Jaime Zabalza
2022 C conf
SISR of Hyperspectral Remote Sensing Imagery Using 3D Encoder-Decoder RUNet Architecture.
IGARSS
Nour Aburaed, Mohammed Q. Alkhatib, Stephen Marshall, Jaime Zabalza, Hussain Al-Ahmad
2022 J jnl
SpaSSA: Superpixelwise Adaptive SSA for Unsupervised Spatial-Spectral Feature Extraction in Hyperspectral Image.
IEEE Trans. Cybern.
Genyun Sun, Hang Fu, Jinchang Ren, Aizhu Zhang, Jaime Zabalza, Xiuping Jia, Huimin Zhao
2021 — conf
3D Expansion of SRCNN for Spatial Enhancement of Hyperspectral Remote Sensing Images.
ICSPIS
Nour Aburaed, Mohammed Q. Alkhatib, Stephen Marshall, Jaime Zabalza, Hussain Al-Ahmad
2021 J jnl
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.
Samson Damilola Fabiyi, Paul Murray, Jaime Zabalza, Jinchang Ren
2020 C conf
2D-SSA Based Multiscale Feature Fusion for Feature Extraction and Data Classification in Hyperspectral Imagery.
IGARSS
Hang Fu, Genyun Sun, Jinchang Ren, Jaime Zabalza, Aizhu Zhang, Yanjuan Yao
2020 J jnl
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
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
2020 J jnl
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.
Hang Fu, Genyun Sun, Jaime Zabalza, Aizhu Zhang, Jinchang Ren, Xiuping Jia
2019 J jnl
EEG-Based Brain-Computer Interfaces Using Motor-Imagery: Techniques and Challenges.
Sensors
Natasha Padfield, Jaime Zabalza, Huimin Zhao, Valentin Masero Vargas, Jinchang Ren
2019 J jnl
Hyperspectral band selection using crossover-based gravitational search algorithm.
IET Image Process.
Aizhu Zhang, Ping Ma, Si Han Liu, Genyun Sun, Hui Huang, Jaime Zabalza, Zhenjie Wang, Chengyan Lin
2019 J jnl
Smart Sensing and Adaptive Reasoning for Enabling Industrial Robots with Interactive Human-Robot Capabilities in Dynamic Environments - A Case Study.
Sensors
Jaime Zabalza, Zixiang Fei, Cuebong Wong, Yijun Yan, Carmelo Mineo, Erfu Yang, Tony Rodden, Jorn Mehnen, Quang-Cuong Pham, Jinchang Ren
2019 J jnl
Spatial-spectral classification of hyperspectral images: a deep learning framework with Markov Random fields based modelling.
IET Image Process.
Chunmei Qing, Jiawei Ruan, Xiangmin Xu, Jinchang Ren, Jaime Zabalza
2019 J jnl
Superpixel based Feature Specific Sparse Representation for Spectral-Spatial Classification of Hyperspectral Images.
Remote. Sens.
He Sun, Jinchang Ren, Huimin Zhao, Yijun Yan, Jaime Zabalza, Stephen Marshall
2018 J jnl
Fast implementation of two-dimensional singular spectrum analysis for effective data classification in hyperspectral imaging.
J. Frankl. Inst.
Jaime Zabalza, Chunmei Qing, Peter W. T. Yuen, Genyun Sun, Huimin Zhao, Jinchang Ren
2018 — conf
Making Industrial Robots Smarter with Adaptive Reasoning and Autonomous Thinking for Real-Time Tasks in Dynamic Environments: A Case Study.
BICS
Jaime Zabalza, Zixiang Fei, Cuebong Wong, Yijun Yan, Carmelo Mineo, Erfu Yang, Tony Rodden, Jorn Mehnen, Quang-Cuong Pham, Jinchang Ren
2018 — conf
Segmented Autoencoders for Unsupervised Embedded Hyperspectral Band Selection.
EUVIP
Julius Tschannerl, Jinchang Ren, Jaime Zabalza, Stephen Marshall
2018 — conf
Spectral and Spatial Kernel Extreme Learning Machine for Hyperspectral Image Classification.
BICS
Zhijing Yang, Faxian Cao, Jaime Zabalza, Weizhao Chen, Jiang-Zhong Cao
2017 J jnl
Effective Denoising and Classification of Hyperspectral Images Using Curvelet Transform and Singular Spectrum Analysis.
IEEE Trans. Geosci. Remote. Sens.
Tong Qiao, Jinchang Ren, Zheng Wang, Jaime Zabalza, Meijun Sun, Huimin Zhao, Shutao Li, Jón Atli Benediktsson, Qingyun Dai, Stephen Marshall
2016 J jnl
Novel segmented stacked autoencoder for effective dimensionality reduction and feature extraction in hyperspectral imaging.
Neurocomputing
Jaime Zabalza, Jinchang Ren, Jiangbin Zheng, Huimin Zhao, Chunmei Qing, Zhijing Yang, Peijun Du, Stephen Marshall
2015 — conf
'On the fly' dimensionality reduction for hyperspectral image acquisition.
EUSIPCO
Jaime Zabalza, Jinchang Ren, Stephen Marshall
2015 J jnl
Fast Implementation of Singular Spectrum Analysis for Effective Feature Extraction in Hyperspectral Imaging.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jaime Zabalza, Jinchang Ren, Zheng Wang, Huimin Zhao, Jun Wang, Stephen Marshall
2015 — conf
Hyperspectral imaging for food applications.
EUSIPCO
Stephen Marshall, Timothy Kelman, Tong Qiao, Paul Murray, Jaime Zabalza
2015 J jnl
Novel Two-Dimensional Singular Spectrum Analysis for Effective Feature Extraction and Data Classification in Hyperspectral Imaging.
IEEE Trans. Geosci. Remote. Sens.
Jaime Zabalza, Jinchang Ren, Jiangbin Zheng, Junwei Han, Huimin Zhao, Shutao Li, Stephen Marshall
2015 J jnl
Singular spectrum analysis for improving hyperspectral imaging based beef eating quality evaluation.
Comput. Electron. Agric.
Tong Qiao, Jinchang Ren, Cameron Craigie, Jaime Zabalza, Charlotte Maltin, Stephen Marshall
2014 J jnl
Effective Feature Extraction and Data Reduction in Remote Sensing Using Hyperspectral Imaging [Applications Corner].
IEEE Signal Process. Mag.
Jinchang Ren, Jaime Zabalza, Stephen Marshall, Jiangbin Zheng
2014 J jnl
Singular Spectrum Analysis for Effective Feature Extraction in Hyperspectral Imaging.
IEEE Geosci. Remote. Sens. Lett.
Jaime Zabalza, Jinchang Ren, Zheng Wang, Stephen Marshall, Jun Wang
2014 — conf
Singular Spectrum Analysis for effective noise removal and improved data classification in Hyperspectral Imaging.
WHISPERS
Jaime Zabalza, Jinchang Ren, Stephen Marshall