Stephen Marshall

Search results

• 2024

  Developing a cost-effective multispectral imaging system for real-time nuclear fuel pellet inspection

  Dunphy, R. D., Bandala, M., Chard, P., Cockbain, N., Eaves, D., Edwards, P., Hutchinson, D., Ma, X., Marshall, S., Martin, R., Murray, P., Parker, A., Stirzaker, P., Taylor, C. J., Zabalza, J. & Joyce, M. J., 9 Dec 2024. 1 p.

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

  Open Access

  File

  • Hyperspectral Image 100%
  • Spectral Feature 100%
  • Imaging Systems 100%
  • Nuclear Fuel Pellets 100%
  • Real Time 100%

• Enrichment measurement by passive γ-ray spectrometry of uranium dioxide fuel pellets using a europium-doped, strontium iodide scintillator

  Parker, A. J., Bandala, M., Croft, S., Crouch, L., Dunphy, R. D., Hutchinson, D., Logsdon, R., Ma, X., Marshall, S., Murray, P., Sarfraz, A., Stirzaker, P., Taylor, C. J., Zabalza, J. & Joyce, M. J., 31 May 2024, In: Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment. 1062, 10 p., 169191.

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

  Open Access

  File

  • Spectrometry 100%
  • Europium 100%
  • Uranium 100%
  • Uranium Dioxide 100%
  • Strontium 100%
  35 Downloads (Pure)

• Digital twin challenges and opportunities for nuclear fuel manufacturing applications

  Bandala, M., Chard, P., Cockbain, N., Dunphy, D., Eaves, D., Hutchinson, D., Lee, D., Ma, X., Marshall, S., Murray, P., Parker, A., Stirzaker, P., Taylor, C. J., Zabalza, J. & Joyce, M. J., 15 Apr 2024, In: Nuclear Engineering and Design. 420, 13 p., 113013.

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

  Open Access

  File

  • Nuclear Fuel 100%
  • Fuel 20%
  • Fuel Production 20%
  3 Citations (Scopus)

  137 Downloads (Pure)

• Visualising structural barriers to interdisciplinary learning

  Marshall, S., Strachan, S., O'Bryant, D., Sonnenberg-Klein, J. & Coyle, E., 21 Mar 2024.

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

  • Students 100%
  • Learning 100%
  • Subject 75%
  • Paper 75%
  • Organizations 50%

• Space object identification and classification from hyperspectral material analysis

  Vasile, M., Walker, L., Campbell, A., Marto, S., Murray, P., Marshall, S. & Savitski, V., 18 Jan 2024, In: Scientific Reports. 14, 27 p., 1570.

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

  Open Access

  File

  • Analysis Material 100%
  • Identification 100%
  • Space Object 100%
  • Determines 50%
  • Detection 50%
  6 Citations (Scopus)

  57 Downloads (Pure)

• Hyperspectral lightcurve inversion for attitude determination

  Marto, S. G., Vasile, M., Campbell, A., Murray, P., Marshall, S. & Savitski, V., 4 Jan 2024.

  Research output: Contribution to conference › Paper

  • Spacecraft 100%
  • Inversion 100%
  • Datum 100%
  • Synthetic Data 100%
  • Pixel 50%
• 2023

  Hyperspectral lightcurve inversion for attitude determination

  Marto, S. D. G., Vasile, M., Campbell, A., Murray, P., Marshall, S. & Savitski, V., 19 Dec 2023, Ithaca, NY, 20 p.

  Research output: Working paper › Working Paper/Preprint

  Open Access

  File

  • Spacecraft 100%
  • Tasks 50%
  • Numerical Optimization 50%
  • Practical Aspect 50%
  • Inertia Tensor 50%
  6 Downloads (Pure)

• Operational neural networks for parameter-efficient hyperspectral single-image super-resolution

  Ulrichsen, A., Murray, P., Marshall, S., Gabbouj, M., Kiranyaz, S., Yamaç, M. & Aburaed, N., 14 Dec 2023, In: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing . 17, p. 1470-1484 15 p.

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

  Open Access

  File

  • Single-Image Super Resolution 100%
  • Spectral Information 50%
  • Hyperspectral Image 50%
  • Maclaurin Series 25%
  • Nonlinear Function 25%
  3 Citations (Scopus)

  109 Downloads (Pure)

• Hyperspectral imaging based characterization and identification of sintered UO2 fuel pellets

  Zabalza, J., Parker, A. J., Bandala, M., Dunphy, R. D., Murray, P., Marshall, S., Ma, X., Taylor, C. J., Joyce, M., Cockbain, N., Lee, D. F., Chard, P., Hutchinson, D., Stirzaker, P. & Eaves, D., 13 Dec 2023, 2023 IEEE Nuclear Science Symposium, Medical Imaging Conference and International Symposium on Room-Temperature Semiconductor Detectors (NSS MIC RTSD). IEEE, (2023 IEEE Nuclear Science Symposium, Medical Imaging Conference and International Symposium on Room-Temperature Semiconductor Detectors (NSS MIC RTSD)).

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

  • Hyperspectral Image 100%
  • Fuel Pellet 100%
  • Uranium Dioxide 100%
  • Spectral Response 66%
  • Purity 66%

• Passive gamma-ray analysis of UO2 fuel rods using SrI2(Eu) scintillators in multi-detector arrangements

  Parker, A. J., Bandala, M., Eaves, D., Hutchinson, D., Ma, X., Murray, P., Stirzaker, P., Marshall, S., Taylor, J., Zabalza, J. & Joyce, M. J., 13 Dec 2023, 2023 IEEE Nuclear Science Symposium, Medical Imaging Conference and International Symposium on Room-Temperature Semiconductor Detectors (NSS MIC RTSD). IEEE, 1 p.

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

  • Phosphor 100%
  • Uranium Dioxide 100%
  • Nuclear Fuel 100%
  • Fuel Rod 100%
  • Bismuth 33%

• A deep learning based approach to semantic segmentation of lung tumour areas in gross pathology images

  Gil, M., Dick, C., Harrow, S., Murray, P., Reines March, G. & Marshall, S., 2 Dec 2023, Medical Image Understanding and Analysis: 27th Annual Conference, MIUA 2023. Waiter, G., Lambrou, T., Leontidis, G., Oren, N., Morris, T. & Gordon, S. (eds.). Cham, Switzerland: Springer, p. 18-32 15 p. (Lecture Notes in Computer Science ; vol. 14122).

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

  Open Access

  File

  • Image 100%
  • Area 100%
  • Learning 100%
  • Semantics 100%
  • Approach 100%
  5 Downloads (Pure)

• Predicting radiation pneumonitis in radiotherapy patients with lung cancer using radiomic features of pre-treatment CT scans

  Gil, M., Marshall, S., Harrow, S., Murray, P., Campbell, S., Yong, A. W., Murchison, J., Ritchie, G. & Nailon, B., 9 Nov 2023.

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

• Hyperspectral imaging based corrosion detection in nuclear packages

  Zabalza, J., Murray, P., Bennett, S., Campbell, A., Marshall, S., Ren, J., Yan, Y., Bernard, R., Hepworth, S., Malone, S., Cockbain, N., Offin, D. & Holliday, C., 1 Nov 2023, In: IEEE Sensors Journal. 23, 21, p. 25607-25617 11 p.

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

  Open Access

  File

  • Detection 100%
  • Corrosion 100%
  • Hyperspectral 100%
  • Stainless Steel 30%
  • Spectral Response 20%
  5 Citations (Scopus)

  73 Downloads (Pure)

• Enabling students to evidence and articulate UNESCO future competencies in students through research-based education for sustainable development

  Strachan, S., Logan, L., Marshall, S. & Crichton-Allen, C., 12 Sept 2023, 51st Annual Conference of the European Society for Engineering Education: Engineering Education for Sustainability, Proceedings. Brussels, Belgium , p. 2913-2922 10 p.

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

  Open Access

  File

  • Research 100%
  • Students 100%
  • Evidence 100%
  • Education for Sustainable Development 100%
  • Sustainability 50%
  4 Downloads (Pure)

• A Handbook for Monitoring and Evaluating Education for Sustainable Development in Higher Education: Competency reflections and assessment In University of Strathclyde

  Strachan, S., Logan, L. & Marshall, S., 5 Sept 2023, 61 p.

  Research output: Working paper › Guide or manual

  Open Access

  File

  • Evaluation 100%
  • Universities 100%
  • Higher Education 100%
  • Support 100%
  • Guides 100%
  51 Downloads (Pure)

• Automated X-ray classification of special nuclear materials as an operator aid

  Campbell, A. J., Zabalza, J., Murray, P., Marshall, S., Cockbain, N., Offin, D., Myers, G. & Bernard, R., 20 Jul 2023.

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

• PVC detection in Sellafield repackaging procedures via hyperspectral imaging

  Zabalza, J., Murray, P., Marshall, S., Ren, J., Bernard, R. & Hepworth, S., 20 Jul 2023, p. 254-261. 8 p.

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

  • Detection 100%
  • Polyvinyl Chloride 100%
  • Hyperspectral Imaging 100%
  • Polyvinylchloride 100%
  • Procedures 100%

• Vertically integrated projects for sustainable development: pilot to mainstreaming of an experiential ESD programme

  Strachan, S., Marshall, S. & Logan, L., 5 Jul 2023.

  Research output: Contribution to conference › Presentation/Speech › peer-review

  • Experiential 100%
  • Development 100%
  • Program 100%
  • Mainstreaming 100%
  • Sustainable Development 100%

• Prediction of radiation pneumonitis in NSCLC patients receiving external beam radiotherapy using a radiomic analysis of pre-treatment CT images

  Gil, M., Marshall, S., Harrow, S., Murray, P., Campbell, S., Yong, A. W., Murchison, J., Ritchie, G. & Nailon, B., 4 Jun 2023.

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

• Vertically integrated projects for sustainable development

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

  Research output: Digital or non-textual outputs › Digital or Visual Products

  Open Access

  File

  • Sustainable Development 100%
  • Project 100%
  • Students 75%
  • Research 75%
  • Student 75%
  7 Downloads (Pure)

• 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 . 16, p. 2275-2300 26 p.

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

  Open Access

  File

  • Hyperspectral Imaging 100%
  • Imaging Technique 100%
  • Telemetry 100%
  • Augmentation 100%
  • Satellite Communication 100%
  44 Citations (Scopus)

  84 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

  • Sustainable Development 100%
  • Embedding 100%
  • Project 100%
  • Student 69%
  • Students 69%

• 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%
  • Characterization 100%
  • Hyperspectral 100%
  • Paper 75%
  • Spectra 50%
  13 Citations (Scopus)

  88 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

  Open Access

  File

  • Postprocessing Method 100%
  • Steganography 100%
  • Convolutional Neural Network 40%
  • Generative Adversarial Networks 40%
  • Functions 40%
  19 Citations (Scopus)

  18 Downloads (Pure)

• 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., Gowen, A. A. & Liang, H. (eds.). Bellingham, WA, Vol. 12338. 8 p. (Proc. of SPIE).

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

  Open Access

  File

  • Images 100%
  • Hyperspectral Image 55%
  • Spatial Resolution 33%
  • Image Processing 22%
  • Application 22%
  6 Citations (Scopus)

  55 Downloads (Pure)

• 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

  • Sample 100%
  • Hyperspectral 100%
  • Hyperspectral Imaging 100%
  • Sensor 75%
  • Methacrylate 25%
  2 Citations (Scopus)

  89 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

  • Models 100%
  • Hyperspectral Image 100%
  • Image Classification 100%
  • Convolutional Neural Network 100%
  • Hyperspectral Image Classification 100%
  69 Citations (Scopus)

  131 Downloads (Pure)

• Hyperspectral imaging based detection of PVC during Sellafield repackaging procedures

  Zabalza, J., Murray, P., Marshall, S., Ren, J., Bernard, R. & Hepworth, S., 1 Jan 2023, In: IEEE Sensors Journal. 23, 1, p. 452-459 8 p.

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

  Open Access

  File

  • Polyvinyl Chloride 100%
  • Detection 100%
  • Hyperspectral Imaging 100%
  • Procedures 100%
  • Poly(vinyl Chloride) 100%
  4 Citations (Scopus)

  44 Downloads (Pure)
• 2022

  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., 29 Nov 2022, 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

  • Academic Teaching Personnel 100%
  • Research 100%
  • Project 100%
  • Undergraduates 100%
  • Model 66%
  1 Citation (Scopus)

  27 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

  • Uranium Dioxide 100%
  • Fuel 100%

• 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

  • Classification 100%
  • Images 100%
  • Nuclear Material 100%
  • Descriptor 100%
  • Descriptors 100%
  46 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 Sept 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

  • Image 100%
  • Imagery 100%
  • Decoder 100%
  • Coder 100%
  • Architecture 100%
  6 Citations (Scopus)

  32 Downloads (Pure)

• Camera-based automatic cow identification using deep neural networks

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

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

  • Models 100%
  • Deep Neural Network 100%
  • Identification 100%
  • Embedding 50%
  • Accuracy 50%

• Cow identification network trained with similarity learning

  Ulrichsen, A., Murray, P., Marshall, S., Lee, B. & Rutter, M., 2 Sept 2022. 2 p.

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

  Open Access

  File

  • Identification 100%
  • Trained Network 100%
  • Cow 100%
  • Accuracy 20%
  • Convolutional Neural Network 10%
  33 Downloads (Pure)

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

  Strachan, S., Logan, L. & Marshall, S., 1 Sept 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%
  • Higher Education 100%
  • Project 100%
  • Problem 100%
  • Education for Sustainable Development 100%
  91 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

  • Sustainable Development 100%
  • Research 100%
  • Project 100%
  • Education for Sustainable Development 100%
  • Curriculum 100%
  52 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

  • Models 100%
  • Convolutional Neural Network 100%
  • Regularization 100%
  • Hyperspectral Image 100%
  • Hyperspectral 100%
  6 Citations (Scopus)

  25 Downloads (Pure)

• 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

  • Networks 100%
  • Classification 100%
  • Deep Learning Model 25%
  • Detection 25%
  • Diagnosis 25%
  2 Citations (Scopus)

  22 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 Morphology 100%
  • Object Detection 100%
  • Structuring Element 50%
  • Design 50%
  • Multivariate Data 50%
  32 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: University of Glasgow, 2 p.

  Research output: Working paper › Case study

  Open Access

  File

  • Climate 100%
  • Education 100%
  • Research 100%
  • Education for Sustainable Development 100%
  • Curriculum 100%
  25 Downloads (Pure)

• Compressive sampling using a pushframe camera

  Bennett, S., Noblet, Y., Griffin, P. F., Murray, P., Marshall, S., Jeffers, J. & Oi, D., 24 Sept 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

  • Light Integration 100%
  5 Citations (Scopus)

  104 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 Sept 2021, In: Proceedings of SPIE. 11862, 1186210.

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

  Open Access

  File

  • Learning 100%
  • Satellite Imagery 100%
  • European Airbus 100%
  • Detection 100%
  • Domain 100%
  8 Citations (Scopus)

  112 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

  • Sampling 100%
  • Compressive Sampling 100%
  • Sensory Perception 50%
  • Statics 50%
  • Design 50%
  51 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

  • Breast 100%
  • Classification 100%
  • Network 100%
  • Cancer Classification 100%
  • Experiment 80%
  134 Citations (Scopus)

  265 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

  • Application Detection 100%
  • Dimensionality Reduction 100%
  • Hyperspectral 100%
  • Application 100%
  • Hyperspectral Image 50%
  7 Citations (Scopus)

  74 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

  • Weighted Median Filter 100%
  • Secret Information 25%
  • Channel Attack 25%
  • Benchmarking Approach 25%
  • Embedding Position 25%
  95 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

  • Professional Skill 100%
  • Project 100%
  • Students 100%
  • Organizations 100%
  • Education Research 100%
  40 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

  • Autonomous Object 100%
  • Appearance Variation 25%
  5 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

  • Learning 100%
  • Image 100%
  • Oil Spill 100%
  • Segmentation 100%
  • Model 100%
  6 Citations (Scopus)