University of Hertfordshire

Dr Daniele Ravi

Publications

  1. 2022
  2. Entry in progress

    Degenerative adversarial neuroimage nets for brain scan simulations: Application in ageing and dementia

    for the Alzheimer's Disease Neuroimaging Initiative, Jan 2022, In: Medical Image Analysis. 75, 102257.

    Research output: Contribution to journalArticlepeer-review

  3. 2020
  4. Augmenting dementia cognitive assessment with instruction-less eye-tracking tests

    Mengoudi, K., Ravi, D., Yong, K. X. X., Primativo, S., Pavisic, I. M., Brotherhood, E., Lu, K., Schott, J. M., Crutch, S. J. & Alexander, D. C., Nov 2020, In: IEEE Journal of Biomedical and Health Informatics. 24, 11, p. 3066-3075 10 p., 9124654.

    Research output: Contribution to journalArticlepeer-review

  5. Learning from irregularly sampled data for endomicroscopy super-resolution: a comparative study of sparse and dense approaches

    Szczotka, A. B., Shakir, D. I., Ravì, D., Clarkson, M. J., Pereira, S. P. & Vercauteren, T., 1 Jul 2020, In: International Journal of Computer Assisted Radiology and Surgery. 15, 7, p. 1167-1175 9 p.

    Research output: Contribution to journalArticlepeer-review

  6. 2019
  7. Adversarial training with cycle consistency for unsupervised super-resolution in endomicroscopy

    Ravì, D., Szczotka, A. B., Pereira, S. P. & Vercauteren, T., Apr 2019, In: Medical Image Analysis. 53, p. 123-131 9 p.

    Research output: Contribution to journalArticlepeer-review

  8. Current Applications and Future Promises of Machine Learning in Diffusion MRI

    Ravi, D., Ghavami, N., Alexander, D. C. & Ianus, A., 2019, Mathematics and Visualization. Grussu, F., Sepehrband, F., Ning, L., Tax, C. M. W. & Bonet-Carne, E. (eds.). 226249 ed. Springer Heidelberg, p. 105-121 17 p. (Mathematics and Visualization; no. 226249).

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

  9. Degenerative Adversarial NeuroImage Nets: Generating Images that Mimic Disease Progression

    Alzheimer’s Disease Neuroimaging Initiative, 2019, Medical Image Computing and Computer Assisted Intervention – MICCAI 2019 - 22nd International Conference, Proceedings. Shen, D., Yap, P-T., Liu, T., Peters, T. M., Khan, A., Staib, L. H., Essert, C. & Zhou, S. (eds.). Springer Open, p. 164-172 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11766 LNCS).

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

  10. In-Vivo Hyperspectral Human Brain Image Database for Brain Cancer Detection

    Fabelo, H., Ortega, S., Szolna, A., Bulters, D., Pineiro, J. F., Kabwama, S., J-O'Shanahan, A., Bulstrode, H., Bisshopp, S., Kiran, B. R., Ravi, D., Lazcano, R., Madronal, D., Sosa, C., Espino, C., Marquez, M., De La Luz Plaza, M., Camacho, R., Carrera, D., Hernandez, M. & 8 others, Callico, G. M., Morera Molina, J., Stanciulescu, B., Yang, G. Z., Salvador Perea, R., Juarez, E., Sanz, C. & Sarmiento, R., 2019, In: IEEE Access. 7, p. 39098-39116 19 p., 6287639.

    Research output: Contribution to journalArticlepeer-review

  11. 2018
  12. Effective deep learning training for single-image super-resolution in endomicroscopy exploiting video-registration-based reconstruction

    Ravì, D., Szczotka, A. B., Shakir, D. I., Pereira, S. P. & Vercauteren, T., 1 Jun 2018, In: International Journal of Computer Assisted Radiology and Surgery. 13, 6, p. 917-924 8 p.

    Research output: Contribution to journalArticlepeer-review

  13. Spatio-spectral classification of hyperspectral images for brain cancer detection during surgical operations

    Fabelo, H., Ortega, S., Ravi, D., Kiran, B. R., Sosa, C., Bulters, D., Callicó, G. M., Bulstrode, H., Szolna, A., Piñeiro, J. F., Kabwama, S., Madroñal, D., Lazcano, R., JO’Shanahan, A., Bisshopp, S., Hernández, M., Báez, A., Yang, G. Z., Stanciulescu, B., Salvador, R. & 2 others, Juárez, E. & Sarmiento, R., Mar 2018, In: PLoS ONE. 13, 3, e0193721.

    Research output: Contribution to journalArticlepeer-review

  14. An intraoperative visualization system using hyperspectral imaging to aid in brain tumor delineation

    Fabelo, H., Ortega, S., Lazcano, R., Madroñal, D., Callicó, G. M., Juárez, E., Salvador, R., Bulters, D., Bulstrode, H., Szolna, A., Piñeiro, J. F., Sosa, C., O’Shanahan, A. J., Bisshopp, S., Hernández, M., Morera, J., Ravi, D., Kiran, B. R., Vega, A., Báez-Quevedo, A. & 3 others, Yang, G. Z., Stanciulescu, B. & Sarmiento, R., 1 Feb 2018, In: Sensors (Switzerland). 18, 2, 430.

    Research output: Contribution to journalArticlepeer-review

  15. 2017
  16. Manifold Embedding and Semantic Segmentation for Intraoperative Guidance with Hyperspectral Brain Imaging

    Ravi, D., Fabelo, H., Callic, G. M. & Yang, G. Z., Sep 2017, In: IEEE Transactions on Medical Imaging. 36, 9, p. 1845-1857 13 p., 7907323.

    Research output: Contribution to journalArticlepeer-review

  17. A personalized air quality sensing system-A preliminary study on assessing the air quality of London underground stations

    Zhang, R., Ravi, D., Yang, G. Z. & Lo, B., 30 May 2017, 2017 IEEE 14th International Conference on Wearable and Implantable Body Sensor Networks, BSN 2017. Institute of Electrical and Electronics Engineers Inc., p. 111-114 4 p. 7936020. (2017 IEEE 14th International Conference on Wearable and Implantable Body Sensor Networks, BSN 2017).

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

  18. A Deep Learning Approach to on-Node Sensor Data Analytics for Mobile or Wearable Devices

    Ravi, D., Wong, C., Lo, B. & Yang, G. Z., Jan 2017, In: IEEE Journal of Biomedical and Health Informatics. 21, 1, p. 56-64 9 p., 7797232.

    Research output: Contribution to journalArticlepeer-review

  19. Deep Learning for Health Informatics

    Ravi, D., Wong, C., Deligianni, F., Berthelot, M., Andreu-Perez, J., Lo, B. & Yang, G. Z., Jan 2017, In: IEEE Journal of Biomedical and Health Informatics. 21, 1, p. 4-21 18 p., 7801947.

    Research output: Contribution to journalArticlepeer-review

  20. 2016
  21. Deep learning for human activity recognition: A resource efficient implementation on low-power devices

    Ravi, D., Wong, C., Lo, B. & Yang, G. Z., 18 Jul 2016, BSN 2016 - 13th Annual Body Sensor Networks Conference. Institute of Electrical and Electronics Engineers Inc., p. 71-76 6 p. 7516235. (BSN 2016 - 13th Annual Body Sensor Networks Conference).

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

  22. Semantic segmentation of images exploiting DCT based features and random forest

    Ravì, D., Bober, M., Farinella, G. M., Guarnera, M. & Battiato, S., 1 Apr 2016, In: Pattern Recognition. 52, p. 260-273 14 p.

    Research output: Contribution to journalArticlepeer-review

  23. 2015
  24. Real-time food intake classification and energy expenditure estimation on a mobile device

    Ravi, D., Lo, B. & Yang, G. Z., 15 Oct 2015, 2015 IEEE 12th International Conference on Wearable and Implantable Body Sensor Networks, BSN 2015. Institute of Electrical and Electronics Engineers Inc., 7299410. (2015 IEEE 12th International Conference on Wearable and Implantable Body Sensor Networks, BSN 2015).

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

  25. Representing scenes for real-time context classification on mobile devices

    Farinella, G. M., Ravì, D., Tomaselli, V., Guarnera, M. & Battiato, S., 1 Apr 2015, In: Pattern Recognition. 48, 4, p. 1086-1100 15 p.

    Research output: Contribution to journalArticlepeer-review

  26. 2014
  27. Aligning codebooks for near duplicate image detection

    Battiato, S., Farinella, G. M., Puglisi, G. & Ravì, D., Sep 2014, In: Multimedia Tools and Applications. 72, 2, p. 1483-1506 24 p.

    Research output: Contribution to journalArticlepeer-review

  28. Saliency-based selection of gradient vector flow paths for content aware image resizing

    Battiato, S., Farinella, G. M., Puglisi, G. & Ravi, D., May 2014, In: IEEE Transactions on Image Processing. 23, 5, p. 2081-2095 15 p., 6775267.

    Research output: Contribution to journalArticlepeer-review

  29. 2013
  30. A cluster-based boosting strategy for red eye removal

    Battiato, S., Farinella, G. M., Ravì, D., Guarnera, M. & Messina, G., 1 Aug 2013, Computational Intelligence in Image Processing. Springer-Verlag, (Berlin-Heidelberg), Vol. 9783642306211. p. 217-249 33 p.

    Research output: Chapter in Book/Report/Conference proceedingChapter

  31. 2012
  32. Content-aware image resizing with seam selection based on Gradient Vector Flow

    Battiato, S., Farinella, G. M., Puglisi, G. & Ravi, D., 2012, 2012 IEEE International Conference on Image Processing, ICIP 2012 - Proceedings. p. 2117-2120 4 p. 6467310. (Proceedings - International Conference on Image Processing, ICIP).

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

  33. Instant scene recognition on mobile platform

    Battiato, S., Farinella, G. M., Guarnera, M., Ravì, D. & Tomaselli, V., 2012, Computer Vision, ECCV 2012 - Workshops and Demonstrations, Proceedings. PART 3 ed. Springer Verlag, p. 655-658 4 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7585 LNCS, no. PART 3).

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

  34. On the performances of computer vision algorithms on mobile platforms

    Battiato, S., Farinella, G. M., Messina, E., Puglisi, G., Ravì, D., Capra, A. & Tomaselli, V., 2012, Proceedings of SPIE-IS and T Electronic Imaging - Digital Photography VIII. 82990L. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 8299).

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

  35. 2010
  36. Exploiting Textons distributions on spatial hierarchy for scene classification

    Farinella, G. M., Battiato, S., Gallo, G. & Ravi, D., 1 Jan 2010, In: Eurasip Journal on Image and Video Processing. 2010, 919367.

    Research output: Contribution to journalArticlepeer-review

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