Edinburgh Research Explorer

Prof Bob Fisher

Chair in Computer Vision

  1. 2020
  2. Segmentation and 3D reconstruction of rose plants from stereoscopic images

    Cuevas Velasquez, H., Gallego Sánchez, A. J. & Fisher, B., 17 Feb 2020, (Accepted/In press) In : Computers and electronics in agriculture. 29 p.

    Research output: Contribution to journalArticle

  3. 2019
  4. 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., 20 Nov 2019, In : Proceedings. 31, 1, p. 1-10 10 p., 53.

    Research output: Contribution to journalArticle

  5. 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

  6. 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

  7. 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

  8. 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

  9. 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

  10. 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

  11. 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

  12. 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

  13. 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

  14. 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

  15. 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

  16. 2018
  17. 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

  18. 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

  19. 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

  20. 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

  21. 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

  22. 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

  23. 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

  24. 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

  25. 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

  26. 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

  27. 2017
  28. 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

  29. 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

  30. 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

  31. 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

  32. 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

  33. 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

  34. 2016
  35. 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

  36. 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

  37. 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

  38. 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

  39. 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

  40. Color Homography

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

    Research output: Contribution to conferencePaper

  41. 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

  42. 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

  43. 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

  44. 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

  45. 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

  46. 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

  47. 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

  48. 2015
  49. 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

  50. 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

  51. 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

  52. 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

  53. 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

  54. 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

  55. 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

  56. 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

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