Edinburgh Research Explorer

Prof Bob Fisher

Chair in Computer Vision

  1. 2012
  2. A filtering mechanism for normal fish trajectories

    Beyan, C. & Fisher, R. B., 2012, Pattern Recognition (ICPR), 2012 21st International Conference on. p. 2286-2289 4 p.

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

  3. A hierarchical extension to 3D non-parametric surface relief completion

    Breckon, T. P. & Fisher, R. B., 2012, In : Pattern Recognition. 45, 1, p. 172-185 14 p.

    Research output: Contribution to journalArticle

  4. Long-term underwater camera surveillance for monitoring and analysis of fish populations

    Boom, B., Huang, P. X., Beyan, C., Spampinato, C., Palazzo, S., He, J., Beauxis-Aussalet, E., Lin, S-I., Chou, H-M., Nadarajan, G., Chen-Burger, J., van Ossenbruggen, J., Giordano, D., Hardman, L., Lin, F-P. & Fisher, B., 2012, 2012 21st international conference on pattern recognition (ICPR 2012). Red Hook : Curran Associates, Inc., 4 p.

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

  5. Supporting ground-truth annotation of image datasets using clustering

    Boom, B. J., Huang, P. X., He, J. & Fisher, R. B., 2012, Pattern Recognition (ICPR), 2012 21st International Conference on. Institute of Electrical and Electronics Engineers (IEEE), p. 1542-1545 4 p.

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

  6. 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

  7. Non-melanoma skin lesion classification using colour image data in a hierarchical K-NN classifier

    Ballerini, L., Fisher, R. B., Aldridge, B. & Rees, J., 1 May 2012, Biomedical Imaging (ISBI), 2012 9th IEEE International Symposium on. Institute of Electrical and Electronics Engineers (IEEE), p. 358-361 4 p.

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

  8. Using multi-dimensional scaling (MDS) and hierarchical clustering, novices can sub-classify basal cell carcinomas (BCCs) in a similar manner to experienced dermatologists

    Aldridge, R. B., Zanotto, M., Ballerini, L., Fisher, R. B. & Rees, J. L., Sep 2012, In : Journal of Investigative Dermatology. 132, p. S70-S70 1 p.

    Research output: Contribution to journalMeeting abstract

  9. Hierarchical Classification for Live Fish Recognition

    Huang, P. X., Boom, B. & Fisher, B., 7 Sep 2012, British Machine Vision Conference 2012 Student Workshop. de Campos, T. (ed.).

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

  10. 2013
  11. A Color and Texture Based Hierarchical K-NN Approach to the Classification of Non-melanoma Skin Lesions

    Ballerini, L., Fisher, R. B., Aldridge, B. & Rees, J., 2013, Color Medical Image Analysis. Celebi, M. E. & Schaefer, G. (eds.). Springer Netherlands, p. 63-86 24 p. (Lecture Notes in Computational Vision and Biomechanics; vol. 6).

    Research output: Chapter in Book/Report/Conference proceedingChapter (peer-reviewed)

  12. Approximate Nearest Neighbor Search to Support Manual Image Annotation of Large Domain-specific Datasets

    Boom, B. J., Huang, P. X. & Fisher, R. B., 2013, Proceedings of the International Workshop on Video and Image Ground Truth in Computer Vision Applications. New York, NY, USA: ACM, p. 4:1-4:8 8 p.

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

  13. Collection and Analysis of Two Complex Ecological Datasets

    Fisher, R. B., 2013, MAED '13 Proceedings of the 2nd ACM international workshop on Multimedia analysis for ecological data. New York, NY, USA: ACM, p. 21-22 2 p. (MAED '13).

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

  14. Detection of Abnormal Fish Trajectories Using a Clustering Based Hierarchical Classifier

    Beyan, C. & Fisher, R., 2013, Proceedings of the British Machine Vision Conference. BMVA Press, p. 1-11 11 p.

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

  15. Insulin resistance in type 1 diabetes: what is 'double diabetes' and what are the risks?

    Cleland, S. J., Fisher, B. M., Colhoun, H. M., Sattar, N. & Petrie, J. R., 2013, In : Diabetologia. 56, 7, p. 1462-1470 9 p.

    Research output: Contribution to journalArticle

  16. Point light source estimation based on scenes recorded by a RGB-D camera

    Boom, B., Orts-Escolano, S., Ning, X. X., McDonagh, S., Sandilands, P. & Fisher, R. B., 2013, British Machine Vision Conference, Bristol, 2013. 11 p.

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

  17. Simultaneous registration of multi-view range images with adaptive kernel density estimation

    Fisher, B. & McDonagh, S., 2013, The Mathematics of Surfaces - XIV. Institute of Mathematics and its Applications, p. 31-62 32 p.

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

  18. Underwater Live Fish Recognition Using a Balance-Guaranteed Optimized Tree

    Huang, P. X., Boom, B. J. & Fisher, R. B., 2013, Computer Vision – ACCV 2012: 11th Asian Conference on Computer Vision, Daejeon, Korea, November 5-9, 2012, Revised Selected Papers, Part I. Lee, K. M., Matsushita, Y., Rehg, J. M. & Hu, Z. (eds.). Springer-Verlag GmbH, p. 422-433 12 p. (Lecture Notes in Computer Science; vol. 7724).

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

  19. Visual Control of an Autonomous Indoor Robotic Blimp

    Alkurdi, L. M. & Fisher, B., 2013, Robotic Vision: Technologies for Machine Learning and Vision Applications. Garcia-Rodriguez, J. & Cazorla Quevedo, M. A. (eds.). IGI Global, p. 352-370 19 p.

    Research output: Chapter in Book/Report/Conference proceedingChapter (peer-reviewed)

  20. Final report for EPSRC Institutional Sponsorship 2012

    Fisher, B., 30 Jun 2013, (Unpublished) 6 p.

    Research output: Other contribution

  21. 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

  22. 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

  23. Detecting abnormal fish trajectories using clustered and labeled data

    Beyan, C. & Fisher, R. B., 1 Sep 2013, Image Processing (ICIP), 2013 20th IEEE International Conference on. p. 1476-1480 5 p.

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

  24. EPSRC Institutional Sponsorship 2011 - the 2013 Update Report

    Fisher, B., 18 Oct 2013, (Unpublished) 2 p.

    Research output: Other contribution

  25. EPSRC Pathways to Impact Award 2010 - the 2013 Update Report

    Fisher, B., 18 Oct 2013, (Unpublished) 1 p.

    Research output: Other contribution

  26. EPSRC Unspent Grant Balances 2010 - the 2013 Update Report

    Fisher, B., 18 Oct 2013, (Unpublished) 1 p.

    Research output: Other contribution

  27. Dictionary of Computer Vision and Image Processing, 2nd Edition

    Fisher, B., Breckon, T. P., Dawson-Howe, K., Fitzgibbon, A., Roberston, C., Trucco, E. & Williams, C. K. I., Dec 2013, 2 ed. Wiley. 384 p.

    Research output: Book/ReportBook

  28. 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

  29. 2014
  30. 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

  31. Are multimedia identification tools biodiversity-friendly?

    Joly, A., Goëau, H., Bonnet, P., Spampinato, C., Glotin, H., Rauber, A., Vellinga, W-P., Fisher, B. & Müller, H., 2014, Proceedings of the 3rd ACM International Workshop on Multimedia Analysis for Ecological Data (MAED 2014). New York, NY, USA: ACM, p. 31-36 6 p.

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

  32. GMM improves the reject option in hierarchical classification for fish recognition

    Huang, P. X., Boom, B. J. & Fisher, R. B., 2014, WACV 2014: IEEE Winter Conference on Applications of Computer Vision. Institute of Electrical and Electronics Engineers (IEEE), p. 371-376 6 p.

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

  33. LifeCLEF: Multimedia Life Species Identification

    Joly, A., Müller, H., Goëau, H., Glotin, H., Spampinato, C., Rauber, A., Bonnet, P., Vellinga, W-P. & Fisher, B., 2014, International Workshop on Environmental Multimedia Retrieval, Glasgow, 2014. 7 p.

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

  34. Subpixel Estimation

    Fisher, R. B., 2014, Computer Vision: A Reference Guide. Ikeuchi, K. (ed.). Boston, MA: Springer US, p. 775-777 3 p.

    Research output: Chapter in Book/Report/Conference proceedingEntry for encyclopedia/dictionary

  35. A research tool for long-term and continuous analysis of fish assemblage in coral-reefs using underwater camera footage

    Boom, B., He, J., Palazzo, S., Huang, P. X., Beyan, C., Chou, H-M., Lin, F-P., Spampinato, C. & Fisher, B., Sep 2014, In : Ecological Informatics. 23, p. 83-97 15 p.

    Research output: Contribution to journalArticle

  36. Predicting the response of the Amazon rainforest to persistent drought conditions under current and future climates: a major challenge for global land surface models

    Joetzjer, E., Delire, C., Douville, H., Ciais, P., Decharme, B., Fisher, R., Christoffersen, B., Calvet, J. C., Da Costa, A. C. L., Ferreira, L. V. & Meir, P., 10 Dec 2014, In : Geoscientific Model Development. 7, 6, p. 2933-2950

    Research output: Contribution to journalArticle

  37. 2015
  38. Hierarchical Classification of Ten Skin Lesion Classes

    Di Leo, C., Bevilacqua, V., Ballerini, L., Fisher, R., Aldridge, B. & Rees, J., 2015, Proc. SICSA Dundee Medical Image Analysis Workshop. 1 p.

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

  39. LifeCLEF 2015: Multimedia Life Species Identification Challenges

    Joly, A., Goëau, H., Glotin, H., Spampinato, C., Bonnet, P., Vellinga, W-P., Planqué, R., Rauber, A., Palazzo, S., Fisher, B. & Müller, H., 2015, Experimental IR Meets Multilinguality, Multimodality, and Interaction: 6th International Conference of the CLEF Association, CLEF'15, Toulouse, France, September 8-11, 2015, Proceedings. Mothe, J., Savoy, J., Kamps, J., Pinel-Sauvagnat, K., Jones, J. F. G., SanJuan, E., Cappellato, L. & Ferro, N. (eds.). Cham: Springer International Publishing, p. 462-483 22 p. (Lecture Notes in Computer Science; vol. 9283).

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

  40. Uncertainty-aware estimation of population abundance using machine learning

    Boom, B. J., Beauxis-aussalet, E., Hardman, L. & Fisher, R. B., 2015, In : Multimedia Systems. 13 p.

    Research output: Contribution to journalArticle

  41. 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

  42. Classifying imbalanced data sets using similarity based hierarchical decomposition

    Beyan, C. & Fisher, R., May 2015, In : Pattern Recognition. 48, 5, p. 1653-1672 20 p.

    Research output: Contribution to journalArticle

  43. On the (un)importance of foveal vision during visual search in real-world scenes

    Clayden, A., Fisher, R. & Nuthmann, A., Aug 2015, p. 213.

    Research output: Contribution to conferencePoster

  44. Natural swimming speed of Dascyllus reticulatus increases with water temperature

    Beyan, C., Boom, B. J., Liefhebber, J. M. P., Shao, K. & Fisher, R. B., 1 Oct 2015, In : ICES Journal of Marine Science: Journal du Conseil. 72, 8, p. 2506-2511 19 p.

    Research output: Contribution to journalArticle

  45. Hierarchical classification with reject option for live fish recognition

    Huang, P. X., Boom, B. J. & Fisher, R. B., 1 Dec 2015, In : Machine Vision and Applications. 26, 1, p. 89-102 14 p.

    Research output: Contribution to journalArticle

  46. 2016
  47. Experiments with the Full Fish4Knowledge Dataset

    Fisher, R. B., 2016, Fish4Knowledge: Collecting and Analyzing Massive Coral Reef Fish Video Data. Fisher, B. R., Chen-Burger, Y-H., Giordano, D., Hardman, L. & Lin, F-P. (eds.). Cham: Springer International Publishing, p. 239-259 21 p. (Intelligent Systems Reference Library; vol. 104).

    Research output: Chapter in Book/Report/Conference proceedingChapter

  48. Fish4Knowledge: Collecting and Analyzing Massive Coral Reef Fish Video Data

    Fisher, R., Chen-Burger, Y-H., Giordano, D., Hardman, L. & Lin, F-P., 2016, Springer International Publishing. 319 p. (Intelligent Systems Reference Library; vol. 104)

    Research output: Book/ReportBook

  49. Hierarchal Decomposition for Unusual Fish Trajectory Detection

    Beyan, C. & Fisher, R., 2016, Computer Vision and Pattern Recognition in Environmental Informatics. Zhou, J., Bai, X. & Caelli, T. (eds.). IGI Global, p. 1-21 21 p.

    Research output: Chapter in Book/Report/Conference proceedingChapter

  50. Overview of the Fish4Knowledge Project

    Fisher, R. B., Shao, K-T. & Chen-Burger, Y-H., 2016, Fish4Knowledge: Collecting and Analyzing Massive Coral Reef Fish Video Data. Fisher, B. R., Chen-Burger, Y-H., Giordano, D., Hardman, L. & Lin, F-P. (eds.). Cham: Springer International Publishing, p. 1-17 17 p. (Intelligent Systems Reference Library; vol. 104).

    Research output: Chapter in Book/Report/Conference proceedingChapter

  51. The effect of target size and salience in visual search within naturalistic scenes under degraded vision

    Fisher, R., Clayden, A. & Nuthmann, A., 2016, (Accepted/In press). 1 p.

    Research output: Contribution to conferenceAbstract

  52. Fusing 100’s of 3D Point Clouds of Objects

    Fisher, R. B. & McDonagh, S., 1 Jul 2016, p. 4321-4323. 3 p.

    Research output: Contribution to conferencePaper

  53. Color Homography

    Finlayson, G. D. & Fisher, R., Sep 2016. 3 p.

    Research output: Contribution to conferencePaper

  54. 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