Edinburgh Research Explorer

Prof Bob Fisher

Chair in Computer Vision

  1. 2019
  2. 3D Technologies to Acquire and Visualize the Human Body for Improving Dietetic Treatment

    Fuster-Guillo, A., Azorin-Lopez, J., Castillo Zaragoza, J. M., Pérez Pérez, L. F., Saval-Calvo, M. & Fisher, R., 23 Sep 2019, (Accepted/In press) In : Proceedings. 10 p.

    Research output: Contribution to journalArticle

  3. UDFNet: Unsupervised Disparity Fusion with Adversarial Networks

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

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

  4. 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

  5. 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

  6. Segmentation of SLAR Imagery with Convolutional LSTM Selectional AutoEncoders

    Gallego, A-J., Gil, P., Pertusa, A. & Fisher, R., 12 Jun 2019, In : Remote Sensing. 11, 12, 41 p., 1402.

    Research output: Contribution to journalArticle

  7. Classification of Ten Skin Lesion Classes: Hierarchical KNN versus Deep Net

    Fisher, R., Rees, J. & Bertrand, A., 16 Apr 2019, (Accepted/In press) Medical Image Understanding and Analysis: 23rd Conference, MIUA 2019, Liverpool, UK, July 24-26, 2019, Proceedings. 12 p.

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

  8. 3D Shape Analysis: Fundamentals, Theory, and Applications

    Laga, H., Guo, Y., Tabia, H., Fisher, R. & Bennamoun, M., Mar 2019, Wiley. 368 p.

    Research output: Book/ReportBook

  9. 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

  10. Hybrid Multi-camera Visual Servoing to Moving Target

    Cuevas Velasquez, H., Li, N., Tylecek, R., Fisher, R. & Saval-Calvo, M., 7 Jan 2019, 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2018). Madrid, Spain: Institute of Electrical and Electronics Engineers (IEEE), p. 1132-1137 6 p.

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

  11. Color Homography: theory and applications

    Finlayson, G., Gong, H. & Fisher, R., Jan 2019, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 41, 1, p. 20-33 14 p.

    Research output: Contribution to journalArticle

  12. 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

  13. 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

  14. 2018
  15. Detection of bodies in maritime rescue operations using Unmanned Aerial Vehicles with multispectral cameras

    Gallego, A-J., Pertusa, A., Gil, P. & Fisher, R., 5 Dec 2018, In : Journal of Field Robotics. 15 p.

    Research output: Contribution to journalArticle

  16. 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

  17. 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

  18. Rank-Based Radiometric Calibration

    Gong, H., Finlayson, G. D., Darrodi, M. M. & Fisher, R., Sep 2018, In : Journal of Imaging Science and Technology. 62, 5, p. 50404-1-50404-8 15 p.

    Research output: Contribution to journalArticle

  19. 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

  20. 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

  21. 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

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

    Zhang, J., Richmond, K. & Fisher, R., 10 Apr 2018, (Accepted/In press) The 24th International Conference on Pattern Recognition. 6 p.

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

  23. Segmentation of Oil Spills on Side-Looking Airborne Radar imagery with Autoencoders

    Gallego, A-J., Gil, P., Pertusa, A. & Fisher, R., 6 Mar 2018, In : Sensors. 18, 17 p.

    Research output: Contribution to journalArticle

  24. 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

  25. 2017
  26. 3D Color Homography Model for Photo-Realistic Color Transfer Re-Coding

    Gong, H., Finlayson, G. D., Fisher, R. B. & Fang, F., 19 Dec 2017, In : The Visual Computer. 11 p.

    Research output: Contribution to journalArticle

  27. Extracting Statistically Significant Behaviour from Fish Tracking Data With and Without Large Dataset Cleaning

    Beyan, C., Katsageorgiou, V-M. & Fisher, R., 1 Nov 2017, In : IET Computer Vision. 26 p.

    Research output: Contribution to journalArticle

  28. Plane labeling trinocular stereo matching with baseline recovery

    Horna carranza, L. & Fisher, R., 20 Jul 2017, 2017 Fifteenth IAPR International Conference on Machine Vision Applications (MVA). Institute of Electrical and Electronics Engineers (IEEE), p. 17-20 4 p.

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

  29. 3D plane labeling stereo matching with content aware adaptive windows

    Horna carranza, L. & Fisher, R., 1 Mar 2017, Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications. SCITEPRESS, p. 162-171 10 p.

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

  30. 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

  31. Interactive light source position estimation for augmented reality with an RGB-D camera

    Boom, B. J., Orts-Escolano, S., Ning, X. X., McDonagh, S., Sandilands, P. & Fisher, R. B., Jan 2017, In : Computer Animation and Virtual Worlds. 28, 1, 16 p., e1686.

    Research output: Contribution to journalArticle

  32. 2016
  33. Identifying Individual Clown Fish

    Liu, X. & Fisher, R., 4 Dec 2016, Proceedings of Visual Observation and Analysis of Vertebrate And Insect Behavior 2016. 4 p.

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

  34. Color Homography Color Correction

    Finlayson, G. D., Gong, H. & Fisher, R., 7 Nov 2016, 24th Color and Imaging Conference. Society for Imaging Sciences and Technology, p. 310-314 5 p.

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

  35. 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

  36. 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

  37. Recoding Color Transfer as a Color Homography

    Gong, H., Finlayson, G. D. & Fisher, R., 22 Sep 2016, 27th British Machine Vision Conference (BMVC). BMVA Press, p. 17.1-17.11 11 p. 17

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

  38. Color Homography

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

    Research output: Contribution to conferencePaper

  39. 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

  40. 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

  41. 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

  42. 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

  43. 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

  44. 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

  45. 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

  46. 2015
  47. 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

  48. 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

  49. 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

  50. 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

  51. 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

  52. 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

  53. 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

  54. 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

  55. 2014
  56. 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

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