Stephen Marshall

ORCID

Publication Activity (10 Years)

Years Active: 1986-2024
Publications (10 Years): 56

Top Venues

EUSIPCO

Remote. Sens.

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

IEEE Trans. Geosci. Remote. Sens.

Publications

Alexander Ulrichsen, Paul Murray, Stephen Marshall, Moncef Gabbouj, Serkan Kiranyaz, Mehmet Yamaç, Nour Aburaed
Operational Neural Networks for Parameter-Efficient Hyperspectral Single-Image Super-Resolution. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Christian Schott, Andrea Milligan, Stephen Marshall
Immersive VR for K-12 experiential education - proposing a pedagogies, practicalities, and perspectives informed framework. Comput. Educ. X Real. 4 (2024)
Simão da Graça Marto, Massimiliano Vasile, Andrew Campbell, Paul Murray, Stephen Marshall, Vasili Savitski
Hyperspectral Lightcurve Inversion for Attitude Determination. CoRR (2024)
Matthew Gil, Craig Dick, Stephen Harrow, Paul Murray, Gabriel Reines March, Stephen Marshall
A Deep Learning Based Approach to Semantic Segmentation of Lung Tumour Areas in Gross Pathology Images. MIUA (2023)
Guoliang Xie, Jinchang Ren, Stephen Marshall, Huimin Zhao, Rui Li
A Novel Gradient-guided Post-processing Method for Adaptive Image Steganography. Signal Process. 203 (2023)
Nour Aburaed, Mohammed Q. Alkhatib, Stephen Marshall, Jaime Zabalza, Hussain Al-Ahmad
Attention-Infused 3D-SRCNN for Hyperspectral Image Super Resolution. EUSIPCO (2023)
Guoliang Xie, Jinchang Ren, Stephen Marshall, Huimin Zhao, Rui Li, Rongjun Chen
Self-attention enhanced deep residual network for spatial image steganalysis. Digit. Signal Process. 139 (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)
Jonathan Hoffman, Te Hu, Paul Kanyuk, Stephen Marshall, George Nguyen, Hope Schroers, Patrick Witting
Creating Elemental Characters: From Sparks to Fire. SIGGRAPH Talks (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)
Massimiliano Vasile, Lewis Walker, Andrew Campbell, Simão Marto, Paul Murray, Stephen Marshall, Vasili Savitski
Space Object Identification and Classification from Hyperspectral Material Analysis. CoRR (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)
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)
Viet Khanh Ha, Jinchang Ren, Zheng Wang, Genyun Sun, Huimin Zhao, Stephen Marshall
Multiscale Spatial Fusion and Regularization Induced Unsupervised Auxiliary Task CNN Model for Deep Super-Resolution of Hyperspectral Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Jack Bringardner, Han-Chieh Chao, Edward J. Coyle, Brigita Dalecka, Talis Junha, Stephen Marshall, Nichole Ramirez, Neveen Shlayan, Lelanie Smith, Julia Sonnenberg-Klein
Level-up: Expand Undergraduate Research Capacity (and Serve Faculty) through Vertically Integrated Projects. FIE (2022)
Suha Tuna, Behçet Ugur Töreyin, Metin Demiralp, Jinchang Ren, Huimin Zhao, Stephen Marshall
Iterative Enhanced Multivariance Products Representation for Effective Compression of Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 59 (11) (2021)
Stuart Bennett, Yoann Noblet, Paul F. Griffin, Paul Murray, Stephen Marshall, John Jeffers, Daniel Oi
Compressive Sampling Using a Pushframe Camera. IEEE Trans. Computational Imaging 7 (2021)
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)
Fraser Macfarlane, Paul Murray, Stephen Marshall, Benjamin Perret, Adrian N. Evans, Henry White
Robust Object Detection in Colour Images Using a Multivariate Percentage Occupancy Hit-or-Miss Transform. Math. Morphol. Theory Appl. 5 (1) (2021)
Dina Ahmed Ragab, Omneya Attallah, Maha A. Sharkas, Jinchang Ren, Stephen Marshall
A framework for breast cancer classification using Multi-DCNNs. Comput. Biol. Medicine 131 (2021)
Guoliang Xie, Jinchang Ren, Stephen Marshall, Huimin Zhao, Huihui Li
A New Cost Function for Spatial Image Steganography Based on 2D-SSA and WMF. IEEE Access 9 (2021)
Zhenyu Fang, Jinchang Ren, Stephen Marshall, Huimin Zhao, Song Wang, Xuelong Li
Topological optimization of the DenseNet with pretrained-weights inheritance and genetic channel selection. Pattern Recognit. 109 (2021)
Fraser Macfarlane, Paul Murray, Stephen Marshall, Henry White
Investigating the Effects of a Combined Spatial and Spectral Dimensionality Reduction Approach for Aerial Hyperspectral Target Detection Applications. Remote. Sens. 13 (9) (2021)
Nour Aburaed, Mina Al-Saad, Alavikunhu Panthakkan, Saeed Al-Mansoori, Hussain Al-Ahmad, Stephen Marshall
A Hybrid Rexception Network for COVID-19 Classification from Chest X-Ray Images. ICECS (2021)
Zhenyu Fang, Jinchang Ren, Stephen Marshall, Huimin Zhao, Zheng Wang, Kaizhu Huang, Bing Xiao
Triple loss for hard face detection. Neurocomputing 398 (2020)
Marwa Chendeb El Rai, Nour Aburaed, Mina Al-Saad, Hussain Al-Ahmad, Saeed Al-Mansoori, Stephen Marshall
Integrating Deep Learning with Active Contour Models in Remote Sensing Image Segmentation. ICECS (2020)
Samson Damilola Fabiyi, Hai Vu, Christos Tachtatzis, Paul Murray, David Harle, Trung-Kien Dao, Ivan Andonovic, Jinchang Ren, Stephen Marshall
Varietal Classification of Rice Seeds Using RGB and Hyperspectral Images. IEEE Access 8 (2020)
Zhenyu Fang, Jinchang Ren, He Sun, Stephen Marshall, Junwei Han, Huimin Zhao
SAFDet: A Semi-Anchor-Free Detector for Effective Detection of Oriented Objects in Aerial Images. Remote. Sens. 12 (19) (2020)
Stephen Marshall, K. Andrea Scott, Randall K. Scharien
Passive Microwave Melt Onset Retrieval Based on a Variable Threshold: Assessment in the Canadian Arctic Archipelago. Remote. Sens. 11 (11) (2019)
Samson Damilola Fabiyi, Hai Vu, Christos Tachtatzis, Paul Murray, David Harle, Trung-Kien Dao, Ivan Andonovic, Jinchang Ren, Stephen Marshall
Comparative Study of PCA and LDA for Rice Seeds Quality Inspection. AFRICON (2019)
Guoliang Xie, Jinchang Ren, Huimin Zhao, Sophia Zhao, Stephen Marshall
Evaluation of Deep Learning and Conventional Approaches for Image Steganalysis. BICS (2019)
Julius Tschannerl, Jinchang Ren, Peter W. T. Yuen, Genyun Sun, Huimin Zhao, Zhijing Yang, Zheng Wang, Stephen Marshall
MIMR-DGSA: Unsupervised hyperspectral band selection based on information theory and a modified discrete gravitational search algorithm. Inf. Fusion 51 (2019)
Adam Polak, Fraser K. Coutts, Paul Murray, Stephen Marshall
Use of hyperspectral imaging for cake moisture and hardness prediction. IET Image Process. 13 (7) (2019)
Yuren Liu, Yijun Yan, Jinchang Ren, Stephen Marshall
Sequence Similarity Alignment Algorithm in Bioinformatics: Techniques and Challenges. BICS (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)
Chigozie Nwankpa, Winifred Ijomah, Anthony Gachagan, Stephen Marshall
Activation Functions: Comparison of trends in Practice and Research for Deep Learning. CoRR (2018)
Christian Schott, Stephen Marshall
Virtual reality and situated experiential education: A conceptualization and exploratory trial. J. Comput. Assist. Learn. 34 (6) (2018)
Yijun Yan, Jinchang Ren, Huimin Zhao, Genyun Sun, Zheng Wang, Jiangbin Zheng, Stephen Marshall, John J. Soraghan
Cognitive Fusion of Thermal and Visible Imagery for Effective Detection and Tracking of Pedestrians in Videos. Cogn. Comput. 10 (1) (2018)
Yijun Yan, Jinchang Ren, Genyun Sun, Huimin Zhao, Junwei Han, Xuelong Li, Stephen Marshall, Jin Zhan
Unsupervised image saliency detection with Gestalt-laws guided optimization and visual attention based refinement. Pattern Recognit. 79 (2018)
Fraser Macfarlane, Paul Murray, Stephen Marshall, Benjamin Perret, Adrian N. Evans, Henry White
A Colour Hit-or-Miss Transform Based on a Rank Ordered Distance Measure. EUSIPCO (2018)
Tong Qiao, Zhijing Yang, Jinchang Ren, Peter W. T. Yuen, Huimin Zhao, Genyun Sun, Stephen Marshall, Jón Atli Benediktsson
Joint bilateral filtering and spectral similarity-based sparse representation: A generic framework for effective feature extraction and data classification in hyperspectral imaging. Pattern Recognit. 77 (2018)
Julius Tschannerl, Jinchang Ren, Jaime Zabalza, Stephen Marshall
Segmented Autoencoders for Unsupervised Embedded Hyperspectral Band Selection. EUVIP (2018)
Zhenyu Fang, He Sun, Jinchang Ren, Huimin Zhao, Sophia Zhao, Stephen Marshall, Tariq S. Durrani
3D Sensing Techniques for Multimodal Data Analysis and Integration in Smart and Autonomous Systems. CSPS (2017)
Syed Muhammad Zaigham Abbas Shah, Stephen Marshall, Paul Murray
Removal of specular reflections from image sequences using feature correspondences. Mach. Vis. Appl. 28 (3-4) (2017)
Faxian Cao, Zhijing Yang, Jinchang Ren, Wing-Kuen Ling, Huimin Zhao, Stephen Marshall
Extreme Sparse Multinomial Logistic Regression: A Fast and Robust Framework for Hyperspectral Image Classification. Remote. Sens. 9 (12) (2017)
Siti Salwa Md Noor, Jinchang Ren, Stephen Marshall, Kaleena Michael
Hyperspectral Image Enhancement and Mixture Deep-Learning Classification of Corneal Epithelium Injuries. Sensors 17 (11) (2017)
Stephen Marshall, Tim Speltz, Greg Gladstone, Krzysztof Rost, Jon Reisch
Racing to the finish line: effects challenges on Cars 3. SIGGRAPH Talks (2017)
Bert Berry, David Bianchi, Stephen Marshall, George Nguyen, Paul Oakley, Sudeep Rangaswamy, Frank Tai
Crazy eight: the making of a race sequence in Disney/Pixar's "Cars 3". SIGGRAPH Production Sessions (2017)
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)
Neha Mathur, Rahul Summan, Gordon Dobie, Graeme M. West, Stephen Marshall
Error model of misalignment error in a radial 3D scanner. IEEE SENSORS (2017)
Hai Vu, Christos Tachtatzis, Paul Murray, David Harle, Trung-Kien Dao, Thi-Lan Le, Ivan Andonovic, Stephen Marshall
Spatial and spectral features utilization on a Hyperspectral imaging system for rice seed varietal purity inspection. RIVF (2016)
Jon Reisch, Stephen Marshall, Magnus Wrenninge, Tolga Göktekin, Michael Hall, Michael K. O'Brien, Jason Johnston, Jordan Rempel, Andy Lin
Simulating rivers in the good dinosaur. SIGGRAPH Talks (2016)
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)
Siti Salwa Md Noor, Kaleena Michael, Stephen Marshall, Jinchang Ren, Julius Tschannerl, F. J. Kao
The properties of the cornea based on hyperspectral imaging: Optical biomedical engineering perspective. IWSSIP (2016)
Trung-Kien Dao, Thi-Lan Le, David Harle, Paul Murray, Christos Tachtatzis, Stephen Marshall, W. Craig Michie, Ivan Andonovic
Automatic cattle location tracking using image processing. EUSIPCO (2015)
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)
Xuexing Zeng, Jinchang Ren, Zheng Wang, Stephen Marshall, Tariq S. Durrani
Copulas for statistical signal processing (Part I): Extensions and generalization. Signal Process. 94 (2014)
Jaime Zabalza, Jinchang Ren, Stephen Marshall
Singular Spectrum Analysis for effective noise removal and improved data classification in Hyperspectral Imaging. WHISPERS (2014)
Xuexing Zeng, Jinchang Ren, Meijun Sun, Stephen Marshall, Tariq S. Durrani
Copulas for statistical signal processing (Part II): Simulation, optimal selection and practical applications. Signal Process. 94 (2014)
Fraser K. Coutts, Stephen Marshall, Paul Murray
Human detection and tracking through temporal feature recognition. EUSIPCO (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)
Aravinda S. Rao, Stephen Marshall, Jayavardhana Gubbi, Marimuthu Palaniswami, Richard O. Sinnott, Vincent Pettigrovet
Design of low-cost autonomous water quality monitoring system. ICACCI (2013)
Timothy Kelman, Jinchang Ren, Stephen Marshall
Effective classification of Chinese tea samples in hyperspectral imaging. Artif. Intell. Res. 2 (4) (2013)
Haidawati Nasir, Vladimir Stankovic, Stephen Marshall
Singular value decomposition based fusion for super-resolution image reconstruction. Signal Process. Image Commun. 27 (2) (2012)
Paul Murray, Stephen Marshall
A fast method for computing the output of rank order filters within arbitrarily shaped windows. EUSIPCO (2011)
Haidawati Nasir, Vladimir Stankovic, Stephen Marshall
Singular value decomposition based fusion for super-resolution image reconstruction. ICSIPA (2011)
Kevin Gill, Jinchang Ren, Stephen Marshall, Suvitha Karthick, John Gilchrist
Quality-assured fingerprint image enhancement and extraction using hyperspectral imaging. ICDP (2011)
Mahmuda Khatun, Alison J. Gray, Stephen Marshall
Morphological granulometry for classification of evolving and ordered texture images. EUSIPCO (2011)
Mahmuda Khatun, Alison J. Gray, Stephen Marshall
Classification of Ordered Texture Images Using Regression Modelling and Granulometric Features. IMVIP (2011)
Haidawati Nasir, Vladimir Stankovic, Stephen Marshall
Image registration for super resolution using scale invariant feature transform, belief propagation and random sampling consensus. EUSIPCO (2010)
Paul Murray, Stephen Marshall, E. Bullinger
The Percentage Occupancy Hit or Miss Transform. EUSIPCO (2009)
Le Yu, Steven Watterson, Stephen Marshall, Peter Ghazal
Inference of transition probabilities between the attractors in Boolean networks with perturbation. GENSiPS (2009)
Eusebio Scornavacca Jr., Sid L. Huff, Stephen Marshall
Mobile phones in the classroom: if you can't beat them, join them. Commun. ACM 52 (4) (2009)
Tarek A. Mahmoud, Stephen Marshall
Document image sharpening using a new extension of the aperture filter. Signal Image Video Process. 3 (4) (2009)
Le Yu, Stephen Marshall
The partition of temporal gene expression sequence using discrete wavelet transform for modelling. GENSiPS (2009)
Tarek A. Mahmoud, Stephen Marshall
Medical image enhancement using threshold decomposition driven adaptive morphological filter. EUSIPCO (2008)
Tarek A. Mahmoud, Stephen Marshall
Edge-Detected Guided Morphological Filter for Image Sharpening. EURASIP J. Image Video Process. 2008 (2008)
Eusebio Scornavacca Jr., Stephen Marshall
TXT-2-LRN: improving students' learning exper ience in the classroom through interactive SMS. HICSS (2007)
Stephen Marshall, Le Yu, Yufei Xiao, Edward R. Dougherty
Inference of a Probabilistic Boolean Network from a Single Observed Temporal Sequence. EURASIP J. Bioinform. Syst. Biol. 2007 (2007)
Le Yu, Stephen Marshall
Inferring context-sensitive Probabilistic Boolean Networks from gene expression data under multi-biological conditions. BMC Syst. Biol. 1 (S-1) (2007)
Jakub Chlapinski, Stephen Marshall
Releasing aperture filter constraints. EUSIPCO (2007)
Tarek A. Mahmoud, Stephen Marshall
Threshold decomposition driven adaptive morphological filter for image sharpening. VISAPP (1) (2007)
Robin J. Bruce, Caroline Ruet, Stephen Marshall, Malachy Devlin
Minimum entropy restoration using FPGAs and high-level techniques. EUSIPCO (2007)
Stephen Marshall, Le Yu
A method for analysing gene expression data temporal sequence using Probabalistic Boolean Networks. EUSIPCO (2006)
Zhe Wang, Stephen Marshall
Dual watermarking algorithm exploiting the logarithmic characteristic of the Human eye's sensitivity to luminance. EUSIPCO (2006)
Robin J. Bruce, Richard Chamberlain, Malachy Devlin, Stephen Marshall
Poster reception - Implementing algorithms on FPGAs using high-level languages and low-level libraries. SC (2006)
Tim Wright, James Noble, Stephen Marshall
Tim Wright James Noble Stephen Marshall. ACE (2005)
Le Yu, Stephen Marshall
A Method of Gene Expression Data Partitioning for the Construction of Context-Sensitive PBNs. BMC Bioinform. 6 (S-3) (2005)
Giovanni L. Sicuranza, Gonzalo R. Arce, Moncef Gabbouj, Stephen Marshall
Editorial. EURASIP J. Adv. Signal Process. 2004 (16) (2004)
Stephen Marshall, Edward R. Dougherty
New challenges in non-linear signal and image processing. EUSIPCO (2004)
James Noble, Stuart Marshall, Stephen Marshall, Robert Biddle
Less Extreme Programming. ACE (2004)
Stephen Marshall, Geoff Mitchell
Applying SPICE to e-Learning: An e-Learning Maturity Model? ACE (2004)
Alan C. Green, Edward R. Dougherty, Stephen Marshall, David Greenhalgh
Optimal Filters with Multiresolution Apertures. J. Math. Imaging Vis. 20 (3) (2004)

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Publication Activity (10 Years)

Top Topics

Top Venues

Stephen Marshall