Stephen Marshall
Orcid: 0000-0001-7079-5628
According to our database1,
Stephen Marshall
authored at least 126 papers
between 1986 and 2024.
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Bibliography
2024
Operational Neural Networks for Parameter-Efficient Hyperspectral Single-Image Super-Resolution.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024
2023
Digit. Signal Process., July, 2023
Remote. Sens., January, 2023
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023
Signal Process., 2023
CoRR, 2023
Proceedings of the ACM SIGGRAPH 2023 Talks, 2023
A Deep Learning Based Approach to Semantic Segmentation of Lung Tumour Areas in Gross Pathology Images.
Proceedings of the Medical Image Understanding and Analysis - 27th Annual Conference, 2023
Hyperspectral Data Scarcity Problem from a Super Resolution Perspective: Data Augmentation Analysis and Scheme.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Proceedings of the IEEE International Conference on Image Processing, 2023
Proceedings of the 31st European Signal Processing Conference, 2023
2022
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., 2022
SISR of Hyperspectral Remote Sensing Imagery Using 3D Encoder-Decoder RUNet Architecture.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Level-up: Expand Undergraduate Research Capacity (and Serve Faculty) through Vertically Integrated Projects.
Proceedings of the IEEE Frontiers in Education Conference, 2022
Proceedings of the 30th European Signal Processing Conference, 2022
2021
Robust Object Detection in Colour Images Using a Multivariate Percentage Occupancy Hit-or-Miss Transform.
Math. Morphol. Theory Appl., January, 2021
Iterative Enhanced Multivariance Products Representation for Effective Compression of Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens., 2021
IEEE Trans. Computational Imaging, 2021
Investigating the Effects of a Combined Spatial and Spectral Dimensionality Reduction Approach for Aerial Hyperspectral Target Detection Applications.
Remote. Sens., 2021
Topological optimization of the DenseNet with pretrained-weights inheritance and genetic channel selection.
Pattern Recognit., 2021
Comput. Biol. Medicine, 2021
IEEE Access, 2021
3D Expansion of SRCNN for Spatial Enhancement of Hyperspectral Remote Sensing Images.
Proceedings of the 4th International Conference on Signal Processing and Information Security, 2021
Proceedings of the 28th IEEE International Conference on Electronics, 2021
2020
SAFDet: A Semi-Anchor-Free Detector for Effective Detection of Oriented Objects in Aerial Images.
Remote. Sens., 2020
IEEE Access, 2020
Integrating Deep Learning with Active Contour Models in Remote Sensing Image Segmentation.
Proceedings of the 27th IEEE International Conference on Electronics, Circuits and Systems, 2020
2019
Superpixel based Feature Specific Sparse Representation for Spectral-Spatial Classification of Hyperspectral Images.
Remote. Sens., 2019
Passive Microwave Melt Onset Retrieval Based on a Variable Threshold: Assessment in the Canadian Arctic Archipelago.
Remote. Sens., 2019
MIMR-DGSA: Unsupervised hyperspectral band selection based on information theory and a modified discrete gravitational search algorithm.
Inf. Fusion, 2019
IET Image Process., 2019
Proceedings of the Advances in Brain Inspired Cognitive Systems, 2019
Sequence Similarity Alignment Algorithm in Bioinformatics: Techniques and Challenges.
Proceedings of the Advances in Brain Inspired Cognitive Systems, 2019
Proceedings of the 2019 IEEE AFRICON, Accra, Ghana, September 25-27, 2019, 2019
2018
Unsupervised image saliency detection with Gestalt-laws guided optimization and visual attention based refinement.
Pattern Recognit., 2018
Joint bilateral filtering and spectral similarity-based sparse representation: A generic framework for effective feature extraction and data classification in hyperspectral imaging.
Pattern Recognit., 2018
Virtual reality and situated experiential education: A conceptualization and exploratory trial.
J. Comput. Assist. Learn., 2018
Activation Functions: Comparison of trends in Practice and Research for Deep Learning.
CoRR, 2018
Cognitive Fusion of Thermal and Visible Imagery for Effective Detection and Tracking of Pedestrians in Videos.
Cogn. Comput., 2018
Proceedings of the 7th European Workshop on Visual Information Processing, 2018
Proceedings of the 26th European Signal Processing Conference, 2018
2017
Effective Denoising and Classification of Hyperspectral Images Using Curvelet Transform and Singular Spectrum Analysis.
IEEE Trans. Geosci. Remote. Sens., 2017
Hyperspectral Image Enhancement and Mixture Deep-Learning Classification of Corneal Epithelium Injuries.
Sensors, 2017
Extreme Sparse Multinomial Logistic Regression: A Fast and Robust Framework for Hyperspectral Image Classification.
Remote. Sens., 2017
Mach. Vis. Appl., 2017
Proceedings of the Special Interest Group on Computer Graphics and Interactive Techniques Conference, 2017
Proceedings of the Special Interest Group on Computer Graphics and Interactive Techniques Conference, 2017
Proceedings of the 2017 IEEE SENSORS, Glasgow, United Kingdom, October 29, 2017
3D Sensing Techniques for Multimodal Data Analysis and Integration in Smart and Autonomous Systems.
Proceedings of the Communications, Signal Processing, and Systems, 2017
2016
Novel segmented stacked autoencoder for effective dimensionality reduction and feature extraction in hyperspectral imaging.
Neurocomputing, 2016
Proceedings of the Special Interest Group on Computer Graphics and Interactive Techniques Conference, 2016
Spatial and spectral features utilization on a Hyperspectral imaging system for rice seed varietal purity inspection.
Proceedings of the 2016 IEEE RIVF International Conference on Computing & Communication Technologies, 2016
The properties of the cornea based on hyperspectral imaging: Optical biomedical engineering perspective.
Proceedings of the International Conference on Systems, Signals and Image Processing, 2016
2015
Novel Two-Dimensional Singular Spectrum Analysis for Effective Feature Extraction and Data Classification in Hyperspectral Imaging.
IEEE Trans. Geosci. Remote. Sens., 2015
Fast Implementation of Singular Spectrum Analysis for Effective Feature Extraction in Hyperspectral Imaging.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015
Singular spectrum analysis for improving hyperspectral imaging based beef eating quality evaluation.
Comput. Electron. Agric., 2015
Proceedings of the 23rd European Signal Processing Conference, 2015
Proceedings of the 23rd European Signal Processing Conference, 2015
Proceedings of the 23rd European Signal Processing Conference, 2015
2014
Effective Feature Extraction and Data Reduction in Remote Sensing Using Hyperspectral Imaging [Applications Corner].
IEEE Signal Process. Mag., 2014
Signal Process., 2014
Copulas for statistical signal processing (Part II): Simulation, optimal selection and practical applications.
Signal Process., 2014
Singular Spectrum Analysis for Effective Feature Extraction in Hyperspectral Imaging.
IEEE Geosci. Remote. Sens. Lett., 2014
Singular Spectrum Analysis for effective noise removal and improved data classification in Hyperspectral Imaging.
Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014
Proceedings of the 22nd European Signal Processing Conference, 2014
2013
Artif. Intell. Res., 2013
Proceedings of the International Conference on Advances in Computing, 2013
2012
Signal Process. Image Commun., 2012
2011
Classification of Ordered Texture Images Using Regression Modelling and Granulometric Features.
Proceedings of the 2011 Irish Machine Vision and Image Processing Conference, 2011
Quality-assured fingerprint image enhancement and extraction using hyperspectral imaging.
Proceedings of the 4th International Conference on Imaging for Crime Detection and Prevention, 2011
A fast method for computing the output of rank order filters within arbitrarily shaped windows.
Proceedings of the 19th European Signal Processing Conference, 2011
Morphological granulometry for classification of evolving and ordered texture images.
Proceedings of the 19th European Signal Processing Conference, 2011
2010
Image registration for super resolution using scale invariant feature transform, belief propagation and random sampling consensus.
Proceedings of the 18th European Signal Processing Conference, 2010
2009
Signal Image Video Process., 2009
Inference of transition probabilities between the attractors in Boolean networks with perturbation.
Proceedings of the 2009 IEEE International Workshop on Genomic Signal Processing and Statistics, 2009
The partition of temporal gene expression sequence using discrete wavelet transform for modelling.
Proceedings of the 2009 IEEE International Workshop on Genomic Signal Processing and Statistics, 2009
Proceedings of the 17th European Signal Processing Conference, 2009
2008
EURASIP J. Image Video Process., 2008
Medical image enhancement using threshold decomposition driven adaptive morphological filter.
Proceedings of the 2008 16th European Signal Processing Conference, 2008
2007
Inference of a Probabilistic Boolean Network from a Single Observed Temporal Sequence.
EURASIP J. Bioinform. Syst. Biol., 2007
Inferring context-sensitive Probabilistic Boolean Networks from gene expression data under multi-biological conditions.
BMC Syst. Biol., 2007
Threshold decomposition driven adaptive morphological filter for image sharpening.
Proceedings of the VISAPP 2007: Proceedings of the Second International Conference on Computer Vision Theory and Applications, Barcelona, Spain, March 8-11, 2007, 2007
TXT-2-LRN: improving students' learning exper ience in the classroom through interactive SMS.
Proceedings of the 40th Hawaii International International Conference on Systems Science (HICSS-40 2007), 2007
Proceedings of the 15th European Signal Processing Conference, 2007
Proceedings of the 15th European Signal Processing Conference, 2007
2006
Poster reception - Implementing algorithms on FPGAs using high-level languages and low-level libraries.
Proceedings of the ACM/IEEE SC2006 Conference on High Performance Networking and Computing, 2006
Dual watermarking algorithm exploiting the logarithmic characteristic of the Human eye's sensitivity to luminance.
Proceedings of the 14th European Signal Processing Conference, 2006
A method for analysing gene expression data temporal sequence using Probabalistic Boolean Networks.
Proceedings of the 14th European Signal Processing Conference, 2006
2005
A Method of Gene Expression Data Partitioning for the Construction of Context-Sensitive PBNs.
BMC Bioinform., 2005
Proceedings of the Seventh Australasian Computing Education Conference (ACE 2005), 2005
2004
Proceedings of the 2004 12th European Signal Processing Conference, 2004
Proceedings of the Sixth Australasian Computing Education Conference (ACE 2004), 2004
Proceedings of the Sixth Australasian Computing Education Conference (ACE 2004), 2004
2003
Corrections to "Genetic algorithm optimization of multidimensional grayscale soft morphological filters with applications in film archive restoration".
IEEE Trans. Circuits Syst. Video Technol., 2003
Genetic algorithm optimization of multidimensional grayscale soft morphological filters with applications in film archive restoration.
IEEE Trans. Circuits Syst. Video Technol., 2003
Int. J. Pattern Recognit. Artif. Intell., 2003
2002
Proceedings of the 11th European Signal Processing Conference, 2002
A high-level development tool dedicated to the generation of cores for the implementation of image processing applications.
Proceedings of the 11th European Signal Processing Conference, 2002
2000
J. Electronic Imaging, 2000
GA Optimisation of Multidimensional Grey-Scale Soft Morphological Filters with Applications in Archive Film Restoration.
Proceedings of the 5th International Symposium on Mathematical Morphology and its Applications to Image and Signal Processing, 2000
Proceedings of the 10th European Signal Processing Conference, 2000
Proceedings of the 10th European Signal Processing Conference, 2000
1999
J. Electronic Imaging, 1999
J. Electronic Imaging, 1999
Restoration of archive film material using multi-dimensional soft morphological filters.
Proceedings of the IEEE-EURASIP Workshop on Nonlinear Signal and Image Processing (NSIP'99), 1999
GA Optimisation of Spatio-Temporal Grey-Scale Soft Morphological Filters with Applications in Archive Film Restoration.
Proceedings of the Evolutionary Image Analysis, 1999
1998
Proceedings of the Noblesse Workshop on Non-Linear Model Based Image Analysis, 1998
Proceedings of the Noblesse Workshop on Non-Linear Model Based Image Analysis, 1998
Proceedings of the Field-Programmable Logic and Applications, 1998
1997
Parallel genetic algorithms in the optimization of morphological filters: a general design tool.
J. Electronic Imaging, 1997
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997
1996
Signal Process. Image Commun., 1996
Proceedings of the 3th International Symposium on Mathematical Morphology and its Applications to Image and Signal Processing, 1996
1994
Proceedings of the 2nd International Symposium on Mathematical Morphology and Its Applications to Image Processing, 1994
1993
Proceedings of the IEEE International Conference on Acoustics, 1993
1991
Proceedings of the British Machine Vision Conference, 1991
1988
Proceedings of the IEEE International Conference on Acoustics, 1988
Automatic Extraction of High Texture Features used for Patient Realignment in Medical Imaging of the Head.
Proceedings of the Alvey Vision Conference, 1988
1986
Proceedings of the IEEE International Conference on Acoustics, 1986