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Publications & Outputs

  1. Two-Phase Object-Based Deep Learning for Multi-Temporal SAR Image Change Detection

    Zhang, X., Liu, G., Zhang, C., Atkinson, P., Tan, X., Jian, X., Zhou, X. & Li, Y., 7/02/2020, In : Remote Sensing. 12, 3, p. 1-22 22 p., 548.

    Research output: Contribution to journalJournal article

  2. A hybrid OSVM-OCNN Method for Crop Classification from Fine Spatial Resolution Remotely Sensed Imagery

    Li, H., Zhang, C., Zhang, S. & Atkinson, P., 12/10/2019, In : Remote Sensing. 11, 20, 20 p., 2370.

    Research output: Contribution to journalJournal article

  3. DECODE: Deep Confidence Network for Robust Image Classification

    Ding, G., Guo, Y., Chen, K., Chu, C., Han, J. & Dai, Q., 1/08/2019, In : IEEE Transactions on Image Processing. 28, 8, p. 3752 - 3765 14 p.

    Research output: Contribution to journalJournal article

  4. Spatial Disaggregation of Historical Census DataLeveraging Multiple Sources of Ancillary Information

    Monteiro, J., Martins, B., Murrieta-Flores, P. & Pires, J. M., 26/07/2019, In : ISPRS International Journal of Geo-Information. 8, 8, 22 p., 327.

    Research output: Contribution to journalJournal article

  5. Unsupervised Machine Learning for Networking: Techniques, Applications and Research Challenges

    Usama, M., Qadir, J., Raza, A., Arif, H., Yau, K. A., Elkhatib, Y., Hussain, A. & Al-Fuqaha, A., 14/05/2019, In : IEEE Access. 7, p. 65579 - 65615 38 p.

    Research output: Contribution to journalJournal article

  6. Unsupervised Deep Video Hashing via Balanced Code for Large-Scale Video Retrieval

    Wu, G., Han, J., Guo, Y., Liu, L., Ding, G., Ni, Q. & Shao, L., 04/2019, In : IEEE Transactions on Image Processing. 28, 4, p. 1993-2007 15 p.

    Research output: Contribution to journalJournal article

  7. Deep learning for land cover and land use classification

    Zhang, C., 2018, Lancaster University. 267 p.

    Research output: ThesisDoctoral Thesis

  8. A cascade of deep learning fuzzy rule-based image classifier and SVM

    Angelov, P. P. & Gu, X., 5/10/2017, Systems, Man, and Cybernetics (SMC), 2017 IEEE International Conference on: Human Intelligence for Systems and Cybernetics. IEEE, p. 746-751 6 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  9. A Novel Choroid Segmentation Method for Retinal Diagnosis Using Deep Learning

    Al-Bander, B., Williams, B. M., Al-Taee, M. A., Al-Nuaimy, W. & Zheng, Y., 14/06/2017, 2017 10th International Conference on Developments in eSystems Engineering (DeSE). IEEE, p. 182-187 6 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  10. Artificial Intelligence and Machine Learning for Business: A No-Nonsense Guide to Data Driven Technologies

    Finlay, S. M., 28/05/2017, 2nd ed. UK: Relativistic. 150 p.

    Research output: Book/Report/ProceedingsBook

  11. A comprehensive review on handcrafted and learning-based action representation approaches for human activity recognition

    Bux, A., Angelov, P. P. & Habib, Z., 23/01/2017, In : Applied Sciences. 7, 1, 37 p., 110.

    Research output: Contribution to journalJournal article

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