Stephen Marshall

Search results

• 2023

  Vertically integrated projects for sustainable development

  Strachan, S., Marshall, S. & Logan, L., 17 Feb 2023

  Research output: Non-textual form › Digital or Visual Products

  Open Access

  File

  • Sustainable development 100%
  • Students 83%
  • Education 31%

• A review of spatial enhancement of hyperspectral remote sensing imaging techniques

  Aburaed, N., Alkhatib, M. Q., Marshall, S., Zabalza, J. & Ahmad, H. A., 3 Feb 2023, In: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing . p. 1-27 27 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Hyperspectral imaging 100%
  • multispectral image 76%
  • Remote sensing 69%
  • spatial resolution 52%
  • Imaging techniques 51%
  4 Downloads (Pure)

• Embedding interdisciplinarity through vertically integrated projects for sustainable development

  Marshall, S., Strachan, S. & Logan, L., 3 Feb 2023, (Accepted/In press).

  Research output: Contribution to conference › Abstract

  • interdisciplinarity 100%
  • sustainable development 72%
  • student 18%
  • VIP 12%
  • credit 9%

• Intelligent characterisation of space objects with hyperspectral imaging

  Vasile, M., Walker, L., Dunphy, R. D., Zabalza, J., Murray, P., Marshall, S. & Savitski, V., 1 Feb 2023, In: Acta Astronautica. 203, p. 510-534 25 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Hyperspectral imaging 100%
  • machine learning 57%
  • Machine learning 49%
  • Surface structure 40%
  • characterization 37%
  5 Downloads (Pure)

• A novel gradient-guided post-processing method for adaptive image steganography

  Xie, G., Ren, J., Marshall, S., Zhao, H. & Li, R., Feb 2023, In: Signal Processing. 203, 11 p., 108813.

  Research output: Contribution to journal › Article › peer-review

  • Steganography 100%
  • Costs 32%
  • Cost functions 22%
  • Convolutional neural networks 21%
  • Low pass filters 13%

• Complex-valued neural network for hyperspectral single image super resolution

  Aburaed, N., Alkhatib, M. Q., Marshall, S., Zabalza, J. & Ahmad, H. A., 11 Jan 2023, Proc. SPIE 12338, Hyperspectral Imaging and Applications II. Barnett, N. J. (ed.). Bellingham, WA, Vol. 12338. 8 p. (Proc. of SPIE).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution book

  Open Access

  File

  • Spectral resolution 100%
  • Optical resolving power 60%
  • Neural networks 41%
  • Mineral exploration 40%
  • Image enhancement 26%

• Hyperspectral imaging through partially transparent media

  Campbell, A., Zabalza, J., Murray, P., Marshall, S. & Malone, S., 11 Jan 2023, Hyperspectral Imaging and Applications II: Proceedings Volume 12338. Barnett, N. J., Gowen, A. A. & Liang, H. (eds.). Bellingham, Washington, 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution book

  Open Access

  File

  • Hyperspectral imaging 100%
  • Sensors 34%
  • Polymethyl methacrylates 29%
  • Nuclear industry 28%
  • Polycarbonates 27%
  1 Downloads (Pure)

• Tri-CNN: a three branch model for hyperspectral image classification

  Alkhatib, M. Q., Al-Saad, M., Aburaed, N., Almansoori, S., Zabalza, J., Marshall, S. & Ahmad, H. A., 5 Jan 2023, In: Remote Sensing. 15, 2, 19 p., 316.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • image classification 100%
  • Image classification 97%
  • Convolutional neural networks 83%
  • salina 39%
  • learning 24%
  9 Downloads (Pure)
• 2022

  Hyperspectral imaging based detection of PVC during Sellafield repackaging procedures

  Zabalza, J., Murray, P., Marshall, S., Ren, J., Bernard, R. & Hepworth, S., 24 Nov 2022, (E-pub ahead of print) In: IEEE Sensors Journal. 8 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Hyperspectral imaging 100%
  • polyvinyl chloride 93%
  • Polyvinyl chlorides 76%
  • containers 15%
  • Containers 13%
  13 Downloads (Pure)

• Passive, non-destructive enrichment measurement of sintered UO2 fuel pellets

  Parker, A. J., Zabalza, J., Bandala, M., Ma, X., Taylor, C. J., Murray, P., Marshall, S. & Joyce, M., 12 Nov 2022.

  Research output: Contribution to conference › Poster › peer-review

• X-ray classification of Special Nuclear Materials using image segmentation and feature descriptors

  Campbell, A., Zabalza, J., Murray, P., Marshall, S., Myres, G., Bernard, R., Cockbain, N. & Offin, D., 2 Nov 2022. 1 p.

  Research output: Contribution to conference › Abstract › peer-review

  Open Access

  File

  • Image segmentation 100%
  • X rays 95%
  • Inspection 39%
  • X ray radiography 27%
  • Powders 14%
  14 Downloads (Pure)

• SISR of hyperspectral remote sensing imagery using 3D encoder-decoder RUNet architecture

  Aburaed, N., Alkhatib, M. Q., Marshall, S., Zabalza, J. & Ahmad, H. A., 28 Sep 2022, IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium. Piscataway, NJ: IEEE, p. 1516-1519 4 p. (International Geoscience and Remote Sensing Symposium (IGARSS); vol. 2022-July).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution book

  Open Access

  File

  • Spectral resolution 100%
  • Optical resolving power 90%
  • Remote sensing 71%
  • Object detection 70%
  • Image processing 53%
  2 Citations (Scopus)

  7 Downloads (Pure)

• Camera-based automatic cow identification using deep neural networks

  Ulrichsen, A., Murray, P., Marshall, S., Lee, B. & Rutter, M., 8 Sep 2022.

  Research output: Contribution to conference › Abstract › peer-review

  • Automatic identification 100%
  • Deep neural networks 81%
  • Cameras 59%
  • Convolutional neural networks 9%
  • Classifiers 7%

• Embedding interdisciplinary research-based education for sustainable development in higher education through vertically integrated projects

  Strachan, S., Logan, L. & Marshall, S., 1 Sep 2022, Proceedings of the 8th International Symposium for Engineering Education. Glasgow: University of Strathclyde, 8 p. 9279

  Research output: Chapter in Book/Report/Conference proceeding › Chapter

  Open Access

  File

  • interdisciplinary research 100%
  • Sustainable development 82%
  • Education 78%
  • sustainable development 78%
  • Students 68%
  15 Downloads (Pure)

• Level-up: expand undergraduate research capacity (and serve faculty) through vertically integrated projects

  Bringardner, J., Coyle, E., Dalecka, B., Junha, T., Logan, L., Marshall, S., Ramirez, N., Shlayan, N., Smith, L., Sonnenberg-Klein, J. & Strachan, S., 19 Jul 2022, (Accepted/In press) 2022 IEEE Frontiers in Education Conference. Piscataway, NJ: IEEE, 4 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution book

  Open Access

  File

  • Students 100%
  • university 62%
  • experience 42%
  • student 33%
  3 Downloads (Pure)

• Vertically integrated projects for sustainable development: achieving transformational action by embedding research-based ESD in curricula

  Strachan, S., Logan, L. & Marshall, S., 27 May 2022, In: Environmental Sciences Proceedings. 15, 1, 9 p., 63.

  Research output: Contribution to journal › Review article › peer-review

  Open Access

  File

  • Curricula 100%
  • Sustainable development 85%
  • sustainable development 81%
  • curriculum 52%
  • Education 27%
  23 Downloads (Pure)

• Multi-scale spatial fusion and regularization induced unsupervised auxiliary task CNN model for deep super-resolution of hyperspectral image

  Ha, V. K., Ren, J., Wang, Z., Sun, G., Zhao, H. & Marshall, S., 23 May 2022, In: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing . 15, p. 4583-4598 16 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Fusion reactions 100%
  • multispectral image 70%
  • Convolutional neural networks 37%
  • spatial resolution 36%
  • image resolution 32%
  1 Citation (Scopus)

  9 Downloads (Pure)

• Cow identification network trained with similarity learning

  Ulrichsen, A., Murray, P., Marshall, S., Lee, B. & Rutter, M., 11 Apr 2022, (Accepted/In press). 2 p.

  Research output: Contribution to conference › Paper › peer-review

  • learning 100%
  • cows 77%
  • neural networks 13%
  • methodology 3%

• Super resolution hyperspectral imaging based automated inspection of nuclear fuel pellets

  Zabalza, J., Parker, A. J., Bandala, M., Murray, P., Marshall, S., Ma, X., Taylor, C. J. & Joyce, M., 22 Feb 2022.

  Research output: Contribution to conference › Poster › peer-review

• A hybrid rexception network for COVID-19 classification from chest X-ray images

  Aburaed, N., Al-Saad, M., Panthakkan, A., al Mansoori, S., Al-Ahmad, H. & Marshall, S., 10 Jan 2022, 2021 28th IEEE International Conference on Electronics, Circuits, and Systems, (ICECS), 2021. Piscataway, N.J., p. 1-5 5 p. (2021 28th IEEE International Conference on Electronics, Circuits, and Systems, ICECS 2021 - Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution book

  Open Access

  File

  • chest 100%
  • X rays 72%
  • Error 59%
  • X-Ray 48%
  • Viruses 46%
  7 Downloads (Pure)
• 2021

  Robust object detection in colour images using a multivariate percentage occupancy hit-or-miss transform

  Macfarlane, F., Murray, P., Marshall, S., Perret, B., Evans, A. & White, H., 17 Dec 2021, In: Mathematical Morphology - Theory and Applications. 5, 1, p. 128-152 25 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Mathematical transformations 100%
  • Object detection 98%
  • Color 68%
  • Mathematical morphology 60%
  14 Downloads (Pure)

• Embedding research-based education for sustainable development and climate education in HE curricula

  Strachan, S., Logan, L. & Marshall, S., 1 Oct 2021, Glasgow, 2 p.

  Research output: Working paper › Case study

  Open Access

  File

  • Curricula 100%
  • Sustainable development 85%
  • Education 81%
  • sustainable development 81%
  • climate 74%
  6 Downloads (Pure)

• Compressive sampling using a pushframe camera

  Bennett, S., Noblet, Y., Griffin, P. F., Murray, P., Marshall, S., Jeffers, J. & Oi, D., 24 Sep 2021, (E-pub ahead of print) In: IEEE Transactions on Computational Imaging. 7, p. 1069-1079 11 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Camera 100%
  • Imager 96%
  • Mask 66%
  • Cameras 55%
  • Image sensors 55%
  4 Citations (Scopus)

  65 Downloads (Pure)

• Airbus ship detection from satellite imagery using frequency domain learning

  Al-Saad, M., Aburaed, N., Panthakkan, A., Al Mansoori, S., Ahmad, H. A. & Marshall, S., 12 Sep 2021, In: Proceedings of SPIE. 11862, 1186210.

  Research output: Contribution to journal › Conference Contribution › peer-review

  Open Access

  File

  • Satellite Imagery 100%
  • satellite imagery 97%
  • European Airbus 80%
  • Satellite imagery 71%
  • Fog 70%
  2 Citations (Scopus)

  44 Downloads (Pure)

• Compressive sampling using a pushframe camera

  Bennett, S., Noblet, Y., Griffin, P., Murray, P., Marshall, S., Jeffers, J. & Oi, D. K. L., 19 Jul 2021. 2 p.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  File

  • Masks 100%
  • sampling 88%
  • cameras 83%
  • Cameras 74%
  • Sampling 74%
  20 Downloads (Pure)

• A framework for breast cancer classification using Multi-DCNNs

  Ragab, D. A., Attallah, O., Sharkas, M., Ren, J. & Marshall, S., 30 Apr 2021, In: Computers in Biology and Medicine. 131, 18 p., 104245.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Deep Learning 100%
  • Support Vector Machine 88%
  • Principal Component Analysis 77%
  • Fusion reactions 58%
  • Datasets 57%
  45 Citations (Scopus)

  178 Downloads (Pure)

• Investigating the effects of a combined spatial and spectral dimensionality reduction approach for aerial hyperspectral target detection applications

  Macfarlane, F., Murray, P., Marshall, S. & White, H., 23 Apr 2021, In: Remote Sensing. 13, 9, 25 p., 1647.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Dimensionality reduction 100%
  • Target tracking 87%
  • Antennas 59%
  • detection 53%
  • Pipelines 34%
  3 Citations (Scopus)

  22 Downloads (Pure)

• A new cost function for spatial image steganography based on 2D-SSA and WMF

  Xie, G., Ren, J., Marshall, S., Zhao, H. & Li, H., 18 Feb 2021, In: IEEE Access. 9, p. 30604-30614 11 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Median filters 100%
  • Steganography 97%
  • Spreading 86%
  • Cost functions 74%
  • Communication 37%
  54 Downloads (Pure)

• Linking research, education, and professional skills: vertically integrated projects at 4 institutions

  Coyle, E. J., Marshall, S., Dalecka, B., Engberg, M. & Smith, I., 18 Feb 2021. 4 p.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  File

  • education 100%
  • staff 84%
  • student 80%
  • sustainability 69%
  • inclusion 63%
  16 Downloads (Pure)
• 2020

  Autonomous object detection in satellite images using wfrcnn

  Abura'ed, N., Al-Saad, M., Rai, M. C. E., Al Mansoori, S., Al-Ahmad, H. & Marshall, S., 1 Dec 2020, 2020 IEEE India Geoscience and Remote Sensing Symposium (InGARSS). Piscataway, N.J.: IEEE, p. 106-109 4 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution book

  • Object detection 100%
  • satellite image 87%
  • Satellites 75%
  • detection 57%
  • wavelet 56%
  4 Citations (Scopus)

• Integrating deep learning with active contour models in remote sensing image segmentation

  El Rai, M. C., Aburaed, N., Al-Saad, M., Al-Ahmad, H., Al Mansoori, S. & Marshall, S., 23 Nov 2020, ICECS 2020 - 27th IEEE International Conference on Electronics, Circuits and Systems, Proceedings. Piscataway, N.J.: IEEE, 4 p. 9294806

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution book

  • Oil spills 100%
  • Remote sensing 79%
  • Image segmentation 72%
  • Deep learning 68%
  • Semantics 31%
  2 Citations (Scopus)

• Iterative enhanced multivariance products representation for effective compression of hyperspectral images

  Tuna, S., Töreyin, B. U., Demiralp, M., Ren, J., Zhao, H. & Marshall, S., 16 Nov 2020, (E-pub ahead of print) In: IEEE Transactions on Geoscience and Remote Sensing. 16 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • compression 100%
  • Image compression 64%
  • product 62%
  • Signal to noise ratio 53%
  • Decomposition 46%
  6 Downloads (Pure)

• Semantic segmentation of roads in high-resolution satellite imagery

  Al Saad, M., Aburaed, N., Al Mansoori, S., Al Ahmad, H. & Marshall, S., 14 Oct 2020.

  Research output: Contribution to conference › Paper › peer-review

  • satellite imagery 100%
  • Satellite imagery 73%
  • semantics 65%
  • roads 54%
  • segmentation 44%

• Super-resolution of satellite imagery using a wavelet multiscale-based deep convolutional neural network model

  Aburaed, N., Panthakkan, A., Al-Saad, M., El-rai, M., Almansoori, S., Ahmad, H. A. & Marshall, S., 6 Oct 2020, Proceedings Volume 11533: Image and Signal Processing for Remote Sensing XXVI. Bruzzone, L., Bovolo, F. & Santi, E. (eds.). Bellingham, WA, Vol. 11533. 115331J

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution book

  Open Access

  File

  • Satellite imagery 100%
  • Deep neural networks 66%
  • Convolutional neural networks 62%
  • Satellites 53%
  • Remote sensing 35%
  4 Citations (Scopus)

  15 Downloads (Pure)

• SAFDet: a semi-anchor-free detector for effective detection of oriented objects in aerial images

  Fang, Z., Ren, J., Sun, H., Marshall, S., Han, J. & Zhao, H., 3 Oct 2020, In: Remote Sensing. 12, 19, 16 p., 3225.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • anchor 100%
  • Anchors 94%
  • detector 81%
  • Detectors 72%
  • Object detection 63%
  3 Citations (Scopus)

  14 Downloads (Pure)

• Automatic detection of potential buried archaeological sites in Saruq Al-Hadid, United Arab Emirates

  El Rai, M. C., Al-Saad, M., Aburaed, N., Al Mansoori, S., Al-Ahmad, H. & Marshall, S., 20 Sep 2020, Proceedings Volume 11535: Remote Sensing Technologies and Applications in Urban Environments V. Erbertseder, T., Chrysoulakis, N. & Zhang, Y. (eds.). Bellingham, Washington, Vol. 11535. 6 p. (Proceedings of SPIE ; vol. 11535).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution book

  Open Access

  File

  • Remote sensing 100%
  • Sand 85%
  • Arid regions 76%
  • Pixels 72%
  • Cluster analysis 56%
  29 Downloads (Pure)

• Compact multispectral pushframe camera for nanosatellites

  Noblet, Y., Bennett, S., Griffin, P. F., Murray, P., Marshall, S., Roga, W., Jeffers, J. & Oi, D., 20 Sep 2020, In: Applied Optics. 59, 27, p. 8511-8518 8 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • nanosatellites 100%
  • Nanosatellites 90%
  • cameras 49%
  • Cameras 44%
  • Infrared imaging 37%
  4 Citations (Scopus)

  35 Downloads (Pure)

• 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 journal › Article › peer-review

  Open Access

  File

  • Face recognition 100%
  • Structural optimization 59%
  • Costs and Cost Analysis 52%
  • Detectors 40%
  • Costs 39%
  13 Citations (Scopus)

  37 Downloads (Pure)

• Compact multi-spectral pushframe camera for nano-satellites

  Noblet, Y., Bennett, S., Griffin, P. F., Murray, P., Marshall, S., Roga, W., Jeffers, J. & Oi, D., 1 Jun 2020, Ithaca, N.Y., 16 p.

  Research output: Working paper

  Open Access

  File

  • cameras 100%
  • retaining 70%
  • constrictions 57%
  • pixels 51%
  • spatial resolution 50%
  8 Downloads (Pure)

• 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 journal › Article › peer-review

  Open Access

  File

  • Titanium Alloy 100%
  • Aluminium Alloy 89%
  • Implant 80%
  • Tomography 78%
  • Filtration 70%
  25 Downloads (Pure)

• 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 journal › Article › peer-review

  Open Access

  File

  • Hyperspectral imaging 100%
  • bandpass filters 75%
  • Imaging systems 71%
  • Bandpass filters 68%
  • crops 50%
  10 Citations (Scopus)

  175 Downloads (Pure)

• Evaluation of deep learning and conventional approaches for image steganalysis

  Xie, G., Ren, J. (ed.), Zhao, H., Zhao, S. & Marshall, S., 1 Feb 2020, Advances in Brain Inspired Cognitive Systems: 10th International Conference, BICS 2019, Guangzhou, China, July 13–14, 2019, Proceedings. Ren, J., Hussain, A., Zhao, H., Huang, K., Zheng, J., Cai, J., Chen, R. & Xiao, Y. (eds.). Cham, Switzerland: Springer, p. 342-352 11 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution book

  Open Access

  File

  • Steganography 100%
  • Deep learning 75%
  • Digital storage 53%
  • Machine learning 30%
  • Classifiers 29%
  15 Downloads (Pure)

• 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, (E-pub ahead of print) In: IEEE Access. 8, p. 22493-22505 13 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Seed 100%
  • Large dataset 42%
  • Cubic Crystal 35%
  • Hyperspectral imaging 28%
  • Spectral resolution 28%
  49 Citations (Scopus)

  196 Downloads (Pure)
• 2019

  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 journal › Article › peer-review

  Open Access

  File

  • Information theory 100%
  • Redundancy 73%
  • Remote sensing 14%
  • Tuning 11%
  • Set theory 9%
  49 Citations (Scopus)

  6 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 journal › Article › peer-review

  Open Access

  File

  • Hyperspectral imaging 100%
  • self organizing systems 96%
  • image reconstruction 70%
  • Image reconstruction 69%
  • Light emitting diodes 66%
  9 Citations (Scopus)

  21 Downloads (Pure)

• Using vertically integrated projects to embed research-based education for sustainable development in undergraduate curricula

  Strachan, S. M., Marshall, S., Murray, P., Coyle, E. J. & Sonnenberg-Klein, J., 24 Oct 2019, In: International Journal of Sustainability in Higher Education . 20, 8, p. 1313-1328 16 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Curricula 100%
  • Sustainable development 85%
  • Education 81%
  • sustainable development 81%
  • curriculum 52%
  17 Citations (Scopus)

  14 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 conference › Paper › peer-review

  Open Access

  File

  • Hyperspectral imaging 100%
  • Discriminant analysis 90%
  • Seed 87%
  • Principal component analysis 79%
  • Inspection 63%
  3 Citations (Scopus)

  89 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 conference › Poster › peer-review

• 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, (E-pub ahead of print) In: Proceedings of SPIE. 10986, 11 p., 1098619.

  Research output: Contribution to journal › Conference Contribution › peer-review

  Open Access

  File

  • Hyperspectral Imagery 100%
  • aerial photography 98%
  • Object Detection 92%
  • Object Classification 92%
  • Target Detection 89%
  1 Citation (Scopus)

  79 Downloads (Pure)

• Use of hyperspectral imaging for cake moisture and hardness prediction

  Polak, A., Coutts, F. K., Murray, P. & Marshall, S., 22 Mar 2019, (E-pub ahead of print) In: IET Image Processing. 13, 7, p. 1152-1160 9 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Hyperspectral imaging 100%
  • Moisture 58%
  • Hardness 53%
  • Imaging systems 23%
  • Industry 19%
  11 Citations (Scopus)

  52 Downloads (Pure)