Edinburgh Research Explorer

Prof Bob Fisher

Chair in Computer Vision

  1. Deep Learning for Coral Classification

    Mahmood, A., Bennamoun, M., An, S., Sohel, F., Boussaid, F., Hovey, R., Kendrick, G. & Fisher, R., 28 Jan 2017, Handbook on Neural Computation. Samui, P., Roy, S. S. & Balas, V. E. (eds.). 1st ed. Academic Press, 21 p.

    Research output: Chapter in Book/Report/Conference proceedingChapter

  2. Automatic Hierarchical Classification of Kelps utilizing Deep Residual Feature

    Mahmood, A., Giraldo Ospina, A., Bennamoun, M., An, S., Sohel, F., Boussaid, F., Hovey, R., Fisher, B. & Kendrick, G., 13 Jan 2020, In : Sensors. 20, 2, 20 p., 447.

    Research output: Contribution to journalArticle

  3. Coral classification with hybrid feature representations

    Mahmood, A., Bennamoun, M., An, S., Sohel, F., Boussaid, F., Hovey, R., Kendrick, G. & Fisher, R. B., Sep 2016, 2016 IEEE International Conference on Image Processing (ICIP). Institute of Electrical and Electronics Engineers (IEEE), p. 519-523 5 p.

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

  4. Deep Image Representations for Coral Image Classification

    Mahmood, A., Bennamoun, M., An, S., Sohel, F., Boussaid, F., Hovey, R., Kendrick, G. & Fisher, R., Jan 2019, In : IEEE Journal of Oceanic Engineering. 44, 1, p. 121-131 21 p.

    Research output: Contribution to journalArticle

  5. Automatic annotation of coral reefs using deep learning

    Mahmood, A., Bennamoun, M., An, S., Sohel, F., Boussaid, F., Hovey, R., Kendrick, G. & Fisher, R. B., 23 Sep 2016, OCEANS 2016 MTS/IEEE Monterey. Institute of Electrical and Electronics Engineers (IEEE), p. 1-5 5 p.

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

  6. Best Viewpoint Tracking for Camera Mounted on Robotic Arm with Dynamic Obstacles

    Maniatis, C., Saval-Calvo, M., Tylecek, R. & Fisher, R., 7 Jun 2018, Proceedings of the International Conference on 3D Vision 2017. Qingdao, China: Institute of Electrical and Electronics Engineers (IEEE), p. 107-115 9 p.

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

  7. Using 3D information for classification of non-melanoma skin lesions

    McDonagh, S., Fisher, R. & Rees, J., Jul 2008, Proc. Medical Image Understanding and Analysis. BMVA Press, p. 164-168 5 p.

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

  8. Applying semi-synchronised task farming to large-scale computer vision problems

    McDonagh, S., Beyan, C., Huang, P. X. & Fisher, R. B., 2014, In : International Journal of High Performance Computing Applications.

    Research output: Contribution to journalArticle

  9. Cirrhosis liver classification on B-mode ultrasound images by convolution neural networks with augmented images

    Mitani, Y., Fisher, R., Fujita, Y., Hamamoto, Y. & Sakaida, I., 26 Jul 2019, (Accepted/In press) Proceedings of the 2019 International Conference on Machine Learning and Machine Intelligence. ACM, 5 p.

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

  10. A Knowledge-Based Planner for Processing Unconstrained Underwater Videos

    Nadarajan, G., Chen-Burger, J. & Fisher, B., 2009, Proceedings IJCAI-09 Workshop on Learning Structural Knowledge From Observations. p. 37-44 10 p.

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

  11. A Flexible System for Automated Composition of Intelligent Video Analysis

    Nadarajan, G., Chen-Burger, J., Fisher, B. & Spampinato, C., 2011, International Syposium in Image and Signal Processing and Analysis. 6 p.

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

  12. Semantics and Planning Based Workflow Composition for Video Processing

    Nadarajan, G., Chen-Burger, Y-H. & Fisher, R. B., Sep 2013, In : Journal of Grid Computing. 11, 3, p. 523-551 29 p.

    Research output: Contribution to journalArticle

  13. SWAV: Semantics-Based Workflows for Automatic Video Analysis

    Nadarajan, G., Chen-Burger, Y-H. & Fisher, R., 2011, Agent and Multi-Agent Systems: Technologies and Applications: 5th KES International Conference, KES-AMSTA 2011, Manchester, UK, June 29 – July 1, 2011. Proceedings. O'Shea, J., Nguyen, N., Crockett, K., Howlett, R. & Jain, L. (eds.). Springer-Verlag GmbH, p. 681-691 11 p. (Lecture Notes in Computer Science; vol. 6682).

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

  14. Real-time 3D semi-local surface patch extraction using GPGPU

    Orts-Escolano, S., Morell, V., Garcia-Rodriguez, J., Cazorla, M. & Fisher, R. B., Dec 2013, In : Journal of real-Time image processing. 20 p.

    Research output: Contribution to journalArticle

  15. UDFNet: Unsupervised Disparity Fusion with Adversarial Networks

    Pu, C. & Fisher, R., 26 Aug 2019, 2019 26th IEEE International Conference on Image Processing (ICIP). Institute of Electrical and Electronics Engineers (IEEE), p. 1765-1769 5 p.

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

  16. SDF-MAN: Semi-supervised Disparity Fusion with Multi-scale Adversarial Networks

    Pu, C., Song, R., Tylecek, R., Li, N. & Fisher, R., 27 Feb 2019, In : Remote Sensing. 11, 5, 25 p., 487.

    Research output: Contribution to journalArticle

  17. DUGMA: Dynamic Uncertainty-Based Gaussian Mixture Alignment

    Pu, C., Li, N., Tylecek, R. & Fisher, R., 15 Oct 2018, Proceedings International Conference on 3D Vision 2018: Verona, Italy, 5-8 September 2018. Verona, Italy: Institute of Electrical and Electronics Engineers (IEEE), p. 766-774 9 p.

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

  18. Fine-grained Recognition in the Noisy Wild: Sensitivity Analysis of Convolutional Neural Networks Approaches

    Rodner, E., Simon, M. F., Fisher, R. & Denzler, J., 22 Sep 2016, Proceedings of 27th British Machine Vision Conference (BMVC 2016). BMVA Press, p. 60.1-60.13 13 p. 60

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

  19. 3D non-rigid registration using color: Color Coherent Point Drift

    Saval-Calvo, M., Azorin-Lopez, J., Fuster-Guillo, A., Villena-Martinez, V. & Fisher, R., 31 Jan 2018, In : Computer Vision and Image Understanding. 17 p.

    Research output: Contribution to journalArticle

  20. Semi-supervised Learning for Anomalous Trajectory Detection

    Sillito, R. R. & Fisher, B., 2008, Proceedings British Machine Vision Conference BMVC2008. p. 1035-1044 10 p.

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

  21. Parametric Trajectory Representations for Behaviour Classification

    Sillito, R. R. & Fisher, R. B., 2009, Proceedings of the British Machine Vision Conference. BMVA Press, p. 101.1-101.11 11 p.

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

  22. Incremental One-Class Learning with Bounded Computational Complexity

    Sillito, R. R. & Fisher, B., 2007, Artificial Neural Networks - ICANN 2007. Marques de Sa, J., Alexandre, L. A., Duch, W. & Mandic, D. (eds.). Springer-Verlag GmbH, Vol. 4668. p. 58-67 10 p. (Lecture Notes in Computer Science).

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

  23. Detecting, Tracking and Counting Fish in Low Quality Unconstrained Underwater Videos

    Spampinato, C., Chen-Burger, Y-H., Nadarajan, G. & Fisher, R., 2008, Proc. 3rd Int. Conf. on Computer Vision Theory and Applications (VISAPP). Vol. 2. p. 514-519 6 p.

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

  24. Automatic fish classification for underwater species behavior understanding

    Spampinato, C., Giordano, D., Di Salvo, R., Chen-Burger, Y-H., Fisher, R. B. & Nadarajan, G., 2010, Proceedings of the first ACM international workshop on Analysis and retrieval of tracked events and motion in imagery streams. New York, NY, USA: ACM, p. 45-50 6 p. (ARTEMIS '10).

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

  25. Understanding fish behavior during typhoon events in real-life underwater environments

    Spampinato, C., Palazzo, S., Boom, B., Ossenbruggen, J., Kavasidis, I., Salvo, R., Lin, F-P., Giordano, D., Hardman, L. & Fisher, R. B., 2012, In : Multimedia Tools and Applications. 58, 2, p. 1-38 38 p.

    Research output: Contribution to journalArticle

  26. Special issue on animal and insect behaviour understanding in image sequences

    Spampinato, C., Farinella, G. M., Boom, B., Mezaris, V., Betke, M. & Fisher, R. B., 30 Jan 2015, In : Eurasip journal on image and video processing. 4 p., 1.

    Research output: Contribution to journalEditorial

  27. TrimBot2020: an outdoor robot for automatic gardening

    Strisciuglio, N., Tylecek, R., Petkov, N., Biber, P., Hemming, J., van Henten, E., Sattler, T., Pollefeys, M., Gevers, T., Brox, T. & Fisher, R., 24 Sep 2018, 50th International Symposium on Robotics, ISR 2018. 6 p.

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

  28. A computer vision model for visual-object-based attention and eye movements

    Sun, Y., Fisher, R., Wang, F. & Gomes, H. M., Nov 2008, In : Computer Vision and Image Understanding. 112, 2, p. 126-142 17 p.

    Research output: Contribution to journalArticle

  29. The Second Workshop on 3D Reconstruction Meets Semantics: Challenge Results Discussion

    Tylecek, R., Sattler, T., Le, H-A., Brox, T., Pollefeys, M., Fisher, R. B. & Gevers, T., 2019, Computer Vision -- ECCV 2018 Workshops. Leal-Taixé, L. & Roth, S. (eds.). Cham: Springer International Publishing AG, p. 631-644 14 p. (Lecture Notes in Computer Science; vol. 11131).

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

  30. Consistent Semantic Annotation of Outdoor Datasets via 2D/3D Label Transfer

    Tylecek, R. & Fisher, R., 12 Jul 2018, In : Sensors. 18, 7, 20 p., 2249.

    Research output: Contribution to journalArticle

  31. Adaptive deblurring of surveillance video sequences that deteriorate over time

    Vougioukas, K., Boom, B. J. & Fisher, R. B., 1 Sep 2013, Image Processing (ICIP), 2013 20th IEEE International Conference on. p. 1085-1089 5 p.

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

  32. Characterising a High-Speed 3D Surface Scanner for Bat Behaviour Study

    Xiao, Y., Fisher, B. & Oscar, M., 2008, Workshop on the Visual Observation and Analysis of Animal and Insect Behavior (held at ICPR2008). 4 p.

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

  33. Application of a High-speed Stereovision Sensor to 3D Shape Acquisition of Flying Bats

    Xiao, Y. & Fisher, R. B., 2010, VISAPP 2010 - Proceedings of the Fifth International Conference on Computer Vision Theory and Applications, Angers, France, May 17-21, 2010 - Volume 1. p. 431-434 4 p.

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

  34. Performance characterization of a high-speed stereo vision sensor for acquisition of time-varying 3D shapes

    Xiao, Y., Fisher, R. & Oscar, M., 2011, In : Machine Vision and Applications. 22, 3, p. 535-549 15 p.

    Research output: Contribution to journalArticle

  35. Accurate Feature Extraction and Control Point Correction for Camera Calibration with a Mono-Plane Target

    Xiao, Y. & Fisher, B., 2010, Proceedings of 3DPVT 2010. 7 p.

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

  36. Visual Cues Do Not Improve Lesion ABC(D) Grading

    Zanotto, M., Ballerini, L., Aldridge, B., Fisher, B. & Rees, J., 2011, Proceedings SPIE Medical Imaging Vil 7966. p. 796600-1 - 796600-10 10 p.

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

  37. Dynamic 3D Reconstruction Improvement via Intensity Video Guided 4D Fusion

    Zhang, J., Maniatis, C., Horna, L. & Fisher, R., Aug 2018, In : Journal of visual communication and image representation. 55, p. 540-547 8 p.

    Research output: Contribution to journalArticle

  38. Dual-modality Talking-metrics: 3D Visual-Audio Integrated Behaviometric Cues from Speakers

    Zhang, J., Richmond, K. & Fisher, R., 29 Nov 2018, 2018 24th International Conference on Pattern Recognition (ICPR). Institute of Electrical and Electronics Engineers (IEEE), 6 p.

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

  39. 3D Visual Passcode: Speech-driven 3D Facial Dynamics for Behaviometrics

    Zhang, J. & Fisher, R., Jul 2019, In : Signal Processing. 160, p. 164-177 38 p.

    Research output: Contribution to journalArticle

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