SM

Stephen Marshall

0000-0001-7079-5628

eess.IVastro-ph.IMastro-ph.SRcs.CVcs.LGeess.SP3D printingadditive manufacturingBarley maltBreast Neoplasms

On Valency

published · living versions

Activation Functions: Comparison of trends in Practice and Research for Deep Learning

with Chigozie Nwankpa, Winifred Ijomah, Anthony Gachagan

1 version

W_ubqe3k9tv1 · current

Preprints & journals

23 papers in the corpus · 2007–2023

Space object identification and classification from hyperspectral material analysis.

Vasile, Massimiliano, Walker, Lewis, Campbell, Andrew et al.

21 citations

382383452024Scientific reports. 2024;14(1):1570

Hyperspectral Lightcurve Inversion for Attitude Determination

Simao da Graca Marto, Massimiliano Vasile, Andrew Campbell et al.

1 citation

2401.05397v12023arXiv

Operational Neural Networks for Parameter-Efficient Hyperspectral Single-Image Super-Resolution

Alexander Ulrichsen, Paul Murray, Stephen Marshall et al.

6 citations

2303.16636v22023arXiv

Compressive Sampling Using a Pushframe Camera

Stuart Bennett, Yoann Noblet, Paul F. Griffin et al.

4 citations

2104.13085v12021arXiv

A framework for breast cancer classification using Multi-DCNNs.

Ragab, Dina A, Attallah, Omneya, Sharkas, Maha et al.

205 citations

335568932021Computers in biology and medicine. 2021;131:104245

Embedded product authentication codes in additive manufactured parts: Imaging and image processing for improved scan ability.

Chen, Fei, Zabalza, Jaime, Murray, Paul et al.

20 citations

338161322021Additive manufacturing. 2020;35

Compact Multi-Spectral Pushframe Camera for Nano-Satellites

Yoann Noblet, Stuart Bennett, Paul F. Griffin et al.

5 citations

2006.01653v12020Appl. Opt. 59, 8511-8518 (2020)

Low-cost hyper-spectral imaging system using a linear variable bandpass filter for agritech applications.

Song, Shigeng, Gibson, Des, Ahmadzadeh, Sam et al.

30 citations

322253702021Applied optics. 2020;59(5):A167-A175

Breast cancer detection using deep convolutional neural networks and support vector machines.

Ragab, Dina A, Sharkas, Maha, Marshall, Stephen et al.

514 citations

307138142020PeerJ. 2019;7:e6201

Activation Functions: Comparison of trends in Practice and Research for Deep Learning

Chigozie Nwankpa, Winifred Ijomah, Anthony Gachagan et al.

1,283 citations

1811.03378v12018arXiv

Potential of UV and SWIR hyperspectral imaging for determination of levels of phenolic flavour compounds in peated barley malt.

Tschannerl, Julius, Ren, Jinchang, Jack, Frances et al.

43 citations

301740232019Food chemistry. 2019;270:105-112

Hyperspectral Image Enhancement and Mixture Deep-Learning Classification of Corneal Epithelium Injuries.

Noor, Siti Salwa Md, Michael, Kaleena, Marshall, Stephen et al.

58 citations

291443882018Sensors (Basel, Switzerland). 2017;17(11)

Singular Spectrum Analysis: A Note on Data Processing for Fourier Transform Hyperspectral Imagers.

Rafert, J Bruce, Zabalza, Jaime, Marshall, Stephen et al.

4 citations

271459842018Applied spectroscopy. 2016;70(9):1582-8

Structured covariance principal component analysis for real-time onsite feature extraction and dimensionality reduction in hyperspectral imaging.

Zabalza, Jaime, Ren, Jinchang, Ren, Jie et al.

59 citations

250900632015Applied optics. 2014;53(20):4440-9

Evolution of sunspot properties during solar cycle 23

Fraser T. Watson, Lyndsay Fletcher, Stephen Marshall

51 citations

1108.4285v12011Astron. Astrophys. 533 (2011) A14

A new design tool for feature extraction in noisy images based on grayscale hit-or-miss transforms.

Murray, Paul, Marshall, Stephen

19 citations

212167102011IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2011;20(7):1938-48

Biocatalytic induction of supramolecular order.

Hirst, Andrew R, Roy, Sangita, Arora, Meenakshi et al.

364 citations

211073752011Nature chemistry. 2010;2(12):1089-94

Automatic Detection of Limb Prominences in 304 A EUV Images

Nicolas Labrosse, Silvia Dalla, Steve Marshall

28 citations

0912.1099v12009Solar Phys.262:449-460,2010

Modeling the Longitudinal Asymmetry in Sunspot Emergence -- the Role of the Wilson Depression

Fraser Watson, Lyndsay Fletcher, Silvia Dalla et al.

64 citations

0909.0914v12009Solar Physics (2009), 260, p5-19

Use of ligand based models for protein domains to predict novel molecular targets and applications to triage affinity chromatography data.

Bender, Andreas, Mikhailov, Dmitri, Glick, Meir et al.

18 citations

192717322009Journal of proteome research. 2009;8(5):2575-85

Inferring Boolean networks with perturbation from sparse gene expression data: a general model applied to the interferon regulatory network.

Yu, Le, Watterson, Steven, Marshall, Stephen et al.

6 citations

190821422009Molecular bioSystems. 2008;4(10):1024-30

Logic models of pathway biology.

Watterson, Steven, Marshall, Stephen, Ghazal, Peter

63 citations

184685632008Drug discovery today. 2008;13(9-10):447-56

Inference of a probabilistic Boolean network from a single observed temporal sequence.

Marshall, Stephen, Yu, Le, Xiao, Yufei et al.

49 citations

183649872010EURASIP journal on bioinformatics & systems biology. 2007:32454

Career total: 351 works. 23 are in this corpus.

Profile built from the corpus for this byline.

351

works

8,156

citations

41

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