Stephen Marshall

According to our database1, Stephen Marshall authored at least 105 papers between 1986 and 2021.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Links

On csauthors.net:

Bibliography

2021
Iterative Enhanced Multivariance Products Representation for Effective Compression of Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens., 2021

Compressive Sampling Using a Pushframe Camera.
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

A framework for breast cancer classification using Multi-DCNNs.
Comput. Biol. Medicine, 2021

A New Cost Function for Spatial Image Steganography Based on 2D-SSA and WMF.
IEEE Access, 2021

A Hybrid Rexception Network for COVID-19 Classification from Chest X-Ray Images.
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

Triple loss for hard face detection.
Neurocomputing, 2020

Varietal Classification of Rice Seeds Using RGB and Hyperspectral Images.
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

Use of hyperspectral imaging for cake moisture and hardness prediction.
IET Image Process., 2019

Evaluation of Deep Learning and Conventional Approaches for Image Steganalysis.
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

Comparative Study of PCA and LDA for Rice Seeds Quality Inspection.
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

Segmented Autoencoders for Unsupervised Embedded Hyperspectral Band Selection.
Proceedings of the 7th European Workshop on Visual Information Processing, 2018

A Colour Hit-or-Miss Transform Based on a Rank Ordered Distance Measure.
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

Removal of specular reflections from image sequences using feature correspondences.
Mach. Vis. Appl., 2017

Racing to the finish line: effects challenges on Cars 3.
Proceedings of the Special Interest Group on Computer Graphics and Interactive Techniques Conference, 2017

Crazy eight: the making of a race sequence in Disney/Pixar's "Cars 3".
Proceedings of the Special Interest Group on Computer Graphics and Interactive Techniques Conference, 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

Simulating rivers in the good dinosaur.
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

'On the fly' dimensionality reduction for hyperspectral image acquisition.
Proceedings of the 23rd European Signal Processing Conference, 2015

Hyperspectral imaging for food applications.
Proceedings of the 23rd European Signal Processing Conference, 2015

Automatic cattle location tracking using image processing.
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

Copulas for statistical signal processing (Part I): Extensions and generalization.
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

Human detection and tracking through temporal feature recognition.
Proceedings of the 22nd European Signal Processing Conference, 2014

2013
Effective classification of Chinese tea samples in hyperspectral imaging.
Artif. Intell. Res., 2013

Design of low-cost autonomous water quality monitoring system.
Proceedings of the International Conference on Advances in Computing, 2013

2012
Singular value decomposition based fusion for super-resolution image reconstruction.
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
Document image sharpening using a new extension of the aperture filter.
Signal Image Video Process., 2009

Mobile phones in the classroom: if you can't beat them, join them.
Commun. ACM, 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

The Percentage Occupancy Hit or Miss Transform.
Proceedings of the 17th European Signal Processing Conference, 2009

2008
Edge-Detected Guided Morphological Filter for Image Sharpening.
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

Releasing aperture filter constraints.
Proceedings of the 15th European Signal Processing Conference, 2007

Minimum entropy restoration using FPGAs and high-level techniques.
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

Tim Wright James Noble Stephen Marshall.
Proceedings of the Seventh Australasian Computing Education Conference (ACE 2005), 2005

2004
Optimal Filters with Multiresolution Apertures.
J. Math. Imaging Vis., 2004

Editorial.
EURASIP J. Adv. Signal Process., 2004

New challenges in non-linear signal and image processing.
Proceedings of the 2004 12th European Signal Processing Conference, 2004

Less Extreme Programming.
Proceedings of the Sixth Australasian Computing Education Conference (ACE 2004), 2004

Applying SPICE to e-Learning: An e-Learning Maturity Model?
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

Design of multi-mask aperture filters.
Signal Process., 2003

Morphological Texture Analysis Using the Texture Evolution Function.
Int. J. Pattern Recognit. Artif. Intell., 2003

2002
Optimum non linear document restoration through linear greyscale operators.
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
Convergence Criteria for Genetic Algorithms.
SIAM J. Comput., 2000

Defect detection from scratched 2 in. quadruplex video tape.
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

A novel approach for automatic aircraft detection.
Proceedings of the 10th European Signal Processing Conference, 2000

Design of morphological filters using genetic algorithms.
Proceedings of the 10th European Signal Processing Conference, 2000

1999
Processing of audio and visual speech for telecommunication systems.
J. Electronic Imaging, 1999

Guest Editorial: Special Section on Nonlinear and Model-Based Image Analysis.
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
Non Linear Image Processing on Field Programmable Gate Arrays.
Proceedings of the Noblesse Workshop on Non-Linear Model Based Image Analysis, 1998

Fast Adaptive Image Processing in FPGAs Using Stack Filters.
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

Application of Non-Linear Image Processing: Digital Video Archive Restoration.
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997

1996
The use of genetic algorithms in morphological filter design.
Signal Process. Image Commun., 1996

Grey-Scale Soft Morphological Filter Optimization by Genetic Algorithms.
Proceedings of the 3th International Symposium on Mathematical Morphology and its Applications to Image and Signal Processing, 1996

1994
Using Genetic Algorithms in the Design of Morphological Filters.
Proceedings of the 2nd International Symposium on Mathematical Morphology and Its Applications to Image Processing, 1994

1991
Image Coding Based on Contour Models.
Proceedings of the British Machine Vision Conference, 1991

1988
Shape analysis for object recognition using number theoretic transforms.
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
Contour coding of images.
Proceedings of the IEEE International Conference on Acoustics, 1986


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