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Research Output

2020

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

Chen, F., Zabalza, J., Murray, P., Marshall, S., Yu, J. & Gupta, N., 7 May 2020, (Accepted/In press) In : Additive Manufacturing. 17 p.

Research output: Contribution to journalArticle

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

Song, S., Gibson, D., Ahmadzadeh, S., On Chu, H., Warden, B., Overend, R., Macfarlane, F., Murray, P., Marshall, S., Aitkenhead, M., Bienkowski, D. & Allison, R., 10 Feb 2020, In : Applied Optics. 59, 5, p. A167-A175 9 p.

Research output: Contribution to journalArticle

Triple loss for hard face detection

Fang, Z., Ren, J., Marshall, S., Zhao, H., Wang, Z., Huang, K. & Xiao, B., 20 Jul 2020, In : Neurocomputing. 398, p. 20-30 11 p.

Research output: Contribution to journalArticle

3 Citations (Scopus)

Varietal classification of rice seeds using RGB and hyperspectral images

Fabiyi, S. D., Vu, H., Tachtatzis, C., Murray, P., Harle, D., Dao, T. K., Andonovic, I., Ren, J. & Marshall, S., 27 Jan 2020, In : IEEE Access. 8, p. 22493-22505 13 p.

Research output: Contribution to journalArticle

Open Access
File
61 Downloads (Pure)
2019

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

Ragab, D. A., Sharkas, M., Marshall, S. & Ren, J., 28 Jan 2019, In : PeerJ. 7, p. e6201 23 p., e6201.

Research output: Contribution to journalArticle

Open Access
File
27 Citations (Scopus)
16 Downloads (Pure)

Coherent narrow-band light source for miniature endoscopes

Chen, Z-Y., Gogoi, A., Lee, S-Y., Tsai-Lin, Y., Yi, P-W., Lu, M-K., Hsieh, C-C., Ren, J., Marshall, S. & kao, F-J., 28 Feb 2019, In : IEEE Journal of Selected Topics in Quantum Electronics. 25, 1, 7 p., 7100707.

Research output: Contribution to journalArticle

Open Access
File
2 Citations (Scopus)
91 Downloads (Pure)

Comparative study of PCA and LDA for rice seeds quality inspection

Fabiyi, S. D., Vu, H., Tachtatzis, C., Murray, P., Harle, D., Dao, T-K., Andonovic, I., Ren, J. & Marshall, S., 25 Sep 2019. 4 p.

Research output: Contribution to conferencePaper

Open Access
File
40 Downloads (Pure)

Hyperspectral image reconstruction using multi-colour and time-multiplexed LED illumination

Tschannerl, J., Ren, J., Zhao, H., kao, F-J., Marshall, S. & Yuen, P., 31 Oct 2019, In : Optics and Lasers in Engineering. 121, p. 352-357 6 p.

Research output: Contribution to journalArticle

Open Access
File
6 Downloads (Pure)

MIMR-DGSA: unsupervised hyperspectral band selection based on information theory and a modified discrete gravitational search algorithm

Tschannerl, J., Ren, J., Yuen, P., Sun, G., Zhao, H., Yang, Z., Wang, Z. & Marshall, S., 1 Nov 2019, In : Information Fusion . 51, p. 189-200 12 p.

Research output: Contribution to journalArticle

Open Access
File
19 Citations (Scopus)

Object detection and classification in aerial hyperspectral imagery using a multivariate hit-or-miss transform

Macfarlane, F., Murray, P., Marshall, S. & White, H., 14 May 2019, In : Proceedings of SPIE. 10986, 11 p., 1098619.

Research output: Contribution to journalConference Contribution

Open Access
File
38 Downloads (Pure)

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

Tschannerl, J., Ren, J., Jack, F., Krause, J., Zhao, H., Huang, W. & Marshall, S., 1 Jan 2019, In : Food Chemistry. 270, p. 105-112 8 p.

Research output: Contribution to journalArticle

Open Access
File
11 Citations (Scopus)
7 Downloads (Pure)

Registration of pre-operative lung cancer PET/CT scans with post-operative histopathology maps

Reines March, G., Marshall, S., Ju, X., Dick, C. & Harrow, S., 10 Sep 2019.

Research output: Contribution to conferencePoster

Open Access
File
12 Citations (Scopus)
14 Downloads (Pure)

Use of hyperspectral imaging for cake moisture and hardness prediction

Polak, A., Coutts, F. K., Murray, P. & Marshall, S., 22 Mar 2019, In : IET Image Processing. 13, 7, p. 1152-1160 9 p.

Research output: Contribution to journalArticle

Open Access
File
2 Citations (Scopus)
34 Downloads (Pure)
Open Access
File
2 Citations (Scopus)
8 Downloads (Pure)
2018

A colour hit-or-miss transform based on a rank ordered distance measure

Macfarlane, F., Murray, P., Marshall, S., Perret, B., Evans, A. & White, H., 3 Dec 2018, 2018 26th European Signal Processing Conference (EUSIPCO). Piscataway, NJ: IEEE, 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

Open Access
File
1 Citation (Scopus)
28 Downloads (Pure)
Open Access
File
30 Downloads (Pure)

Correlation of pre-operative cancer imaging techniques with post-operative macro and microscopic lung pathology images

Harrow, S., Reines-March, G., Dick, C., Ju, X. & Marshall, S., 24 Sep 2018. 1 p.

Research output: Contribution to conferenceAbstract

Open Access
File
8 Downloads (Pure)
Open Access
File
14 Citations (Scopus)
38 Downloads (Pure)

Joint bilateral filtering and spectral similarity-based sparse representation: a generic framework for effective feature extraction and data classification in hyperspectral imaging

Qiao, T., Yang, Z., Ren, J., Yuen, P., Zhao, H., Sun, G., Marshall, S. & Benediktsson, J. A., 31 May 2018, In : Pattern Recognition. 77, p. 316-328 13 p.

Research output: Contribution to journalArticle

Open Access
File
32 Citations (Scopus)
18 Downloads (Pure)
Open Access
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23 Downloads (Pure)

Low cost hyperspectral imaging using deep learning based spectral reconstruction

Tschannerl, J., Ren, J. & Marshall, S., 10 Oct 2018. 2 p.

Research output: Contribution to conferenceAbstract

Open Access
File
28 Downloads (Pure)

Lung tumor 3D reconstruction from planar CT scans and registration to micro and macroscopic pathology imaging

Reines March, G., Dick, C., Harrow, S., Ju, X. & Marshall, S., 25 Jul 2018. 1 p.

Research output: Contribution to conferencePoster

Open Access
File
5 Downloads (Pure)

Near-infrared hyperspectral imaging for non-destructive classification of commercial tea products

Mishra, P., Nordon, A., Tschannerl, J., Lian, G., Redfern, S. & Marshall, S., 1 Dec 2018, In : Journal of Food Engineering. 238, p. 70-77 8 p.

Research output: Contribution to journalArticle

Open Access
File
20 Citations (Scopus)
7 Downloads (Pure)
Open Access
File
27 Citations (Scopus)
92 Downloads (Pure)

Segmented autoencoders for unsupervised embedded hyperspectral band selection

Tschannerl, J., Ren, J., Zabalza, J. & Marshall, S., 26 Nov 2018. 6 p.

Research output: Contribution to conferencePaper

Open Access
File
37 Downloads (Pure)

The role of in-line image analysis in the transition to continuous manufacturing in the pharmaceutical industry

Cardona, J., Ferreira, C., Svoboda, V., Ahmed, B., McGinty, J., Agimelen, O. S., Hamilton, A., Cleary, A., Atkinson, R., Michie, C., Marshall, S., Florence, A. J., Chen, Y-C., Sefcik, J., Andonovic, I. & Tachtatzis, C., 11 Sep 2018, Advances in manufacturing technology XXXII: proceedings of the 16th International Conference on Manufacturing Research. Thorvald, P. & Case, K. (eds.). Netherlands: IOS Press, p. 27-32 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

Open Access
File
25 Downloads (Pure)

Unsupervised image saliency detection with Gestalt-laws guided optimization and visual attention based refinement

Yan, Y., Ren, J., Sun, G., Zhao, H., Han, J., Li, X., Marshall, S. & Zhan, J., 31 Jul 2018, In : Pattern Recognition. 79, p. 65-78 14 p.

Research output: Contribution to journalArticle

Open Access
File
77 Citations (Scopus)
193 Downloads (Pure)
2017

A new probe concept for internal pipework inspection

Summan, R., Mathur, N., Dobie, G., West, G., Marshall, S., MacLeod, C., Mineo, C. & Pierce, G., 15 Jun 2017, Nuclear Plant Instrumentation, Control, and Human-Machine Interface Technologies (NPIC&HMIT 2017). La Grange Park, Ill.: American Nuclear Society

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

Open Access
File
60 Downloads (Pure)

A novel visual pipework inspection system

Summan, R., Jackson, W., Dobie, G., MacLeod, C. N., Mineo, C., West, G., Offin, D., Bolton, G., Marshall, S. & Lille, A., 16 Jul 2017. 8 p.

Research output: Contribution to conferencePaper

Open Access
File
83 Downloads (Pure)
Open Access
File
1 Citation (Scopus)
38 Downloads (Pure)

Cognitive fusion of thermal and visible imagery for effective detection and tracking of pedestrians in videos

Yan, Y., Ren, J., Zhao, H., Sun, G., Wang, Z., Zheng, J., Marshall, S. & Soraghan, J., 4 Dec 2017, In : Cognitive Computation. 11 p.

Research output: Contribution to journalArticle

Open Access
File
38 Citations (Scopus)
54 Downloads (Pure)
Open Access
File
39 Downloads (Pure)

Correlation of pre-operative cancer imaging techniques with post-operative gross and microscopic pathology images

Reines March, G., Ju, X. & Marshall, S., 21 Sep 2017, Irish Machine Vision and Image Processing Conference Proceedings: IMVIP 2017. Ireland, p. 257-260 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

Open Access
File
18 Downloads (Pure)

Correlation of pre-operative cancer imaging techniques with post-operative macro and microscopic lung pathology images

Reines March, G., Ju, X., Marshall, S., Harrow, S. & Dick, C., 30 Oct 2017, (Accepted/In press).

Research output: Contribution to conferencePoster

Effective denoising and classification of hyperspectral images using curvelet transform and singular spectrum analysis

Qiao, T., Ren, J., Wang, Z., Zabalza, J., Sun, M., Zhao, H., Li, S., Benediktsson, J. A., Dai, Q. & Marshall, S., 4 Jan 2017, In : IEEE Transactions on Geoscience and Remote Sensing. 55, 1, p. 119-133 15 p.

Research output: Contribution to journalArticle

Open Access
File
60 Citations (Scopus)
230 Downloads (Pure)

Employing NIR-SWIR hyperspectral imaging to predict the smokiness of Scotch whisky

Tschannerl, J., Ren, J., Jack, F., Marshall, S. & Zhao, H., 22 Mar 2017. 12 p.

Research output: Contribution to conferenceProceeding

Open Access
File
207 Downloads (Pure)

Error model of misalignment error in a radial 3D scanner

Mathur, N., Summan, R., Dobie, G., West, G. & Marshall, S., 29 Nov 2017.

Research output: Contribution to conferencePaper

Open Access
File
62 Downloads (Pure)

Extreme sparse multinomial logistic regression: a fast and robust framework for hyperspectral image classification

Cao, F., Yang, Z., Ren, J., Ling, W-K., Zhao, H. & Marshall, S., 2 Dec 2017, In : Remote Sensing. 9, 12, 22 p.

Research output: Contribution to journalArticle

Open Access
File
14 Citations (Scopus)
64 Downloads (Pure)

Hyperspectral image enhancement and mixture deep-learning classification of corneal epithelium injury

Md Noor, S. S., Michael, K., Marshall, S. & Ren, J., 24 Nov 2017, In : Sensors. 17, 11, 24 p., 2644.

Research output: Contribution to journalArticle

Open Access
File
20 Citations (Scopus)
61 Downloads (Pure)

Hyperspectral imaging combined with data classification techniques as an aid for artwork authentication

Polak, A., Kelman, T., Murray, P., Marshall, S., Stothard, D. J. M., Eastaugh, N. & Eastaugh, F., 11 Mar 2017, In : Journal of Cultural Heritage. 26, p. 1-11 11 p.

Research output: Contribution to journalArticle

Open Access
File
34 Citations (Scopus)
151 Downloads (Pure)

Removal of specular reflections from image sequences using feature correspondences

M. Z. Abbas Shah, S., Marshall, S. & Murray, P., 26 Apr 2017, In : Machine Vision and Applications. 28, 3, p. 409-420 12 p.

Research output: Contribution to journalArticle

Open Access
File
7 Citations (Scopus)
230 Downloads (Pure)

Singular spectrum analysis for effective noise removal and improved data classification in hyperspectral imaging

Zabalza, J., Ren, J. & Marshall, S., 26 Oct 2017, 2014 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS). Piscataway, NJ: IEEE, 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

Open Access
File
2 Citations (Scopus)
6 Downloads (Pure)
Open Access
File
5 Citations (Scopus)
102 Downloads (Pure)

The properties of the cornea based on hyperspectral imaging

Michael, K., Siti Salwa Binti Md Noor, S., Tschannerl, J., Ren, J. & Marshall, S., 30 Jun 2017, In : Investigative Ophthalmology and Visual Science. 58, 8, 1 p., 2439.

Research output: Contribution to journalMeeting abstract

Open Access
File
40 Downloads (Pure)

The use of hyperspectral imaging for cake moisture prediction

Polak, A., Coutts, F., Murray, P., Stothard, D. J. M. & Marshall, S., 23 Jun 2017. 1 p.

Research output: Contribution to conferenceAbstract

Open Access
File
17 Downloads (Pure)

Use of near- and mid-IR hyperspectral imaging for paint identification, as an aid for artwork authentication

Polak, A., Stothard, D. J. M., Kelman, T., Murray, P. & Marshall, S., 14 Mar 2017, p. 1-2. 2 p.

Research output: Contribution to conferenceAbstract

Open Access
File
5 Citations (Scopus)
56 Downloads (Pure)
2016

An integrated camera system for effective acquisition, capturing and transmission of hyperspectral data

Tschannerl, J., Ren, J., McKee, D. & Marshall, S., 12 Oct 2016. 2 p.

Research output: Contribution to conferenceProceeding

Open Access
File
67 Downloads (Pure)

Applying hyperspectral imaging to continuous processing of pharmaceuticals

Dziewierz, J., McGinty, J., Macfhionnghaile, P., Svoboda, V., Sefcik, J., Gachagan, A., Nordon, A., Marshall, S. & Cleary, A., 4 Feb 2016. 1 p.

Research output: Contribution to conferencePoster

Open Access
File
22 Downloads (Pure)

Atmospheric correction and target detection in aerial hyperspectral imagery

Young, A., Marshall, S., Gray, A. & White, H., 8 Dec 2016. 1 p.

Research output: Contribution to conferencePoster

Open Access
File
89 Downloads (Pure)