Fish4Knowledge Project Publications

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PUBLICATIONS
  1. G.Nadarajan, Y.-H. Chen-Burger, R. B. Fisher. "Semantics and Planning Based Workflow Composition for Video Processing". Journal of Grid Computing, Special Issue on Scientific Workflows, 2013, to appear. A draft version is here.
  2. J. He, J. van Ossenbruggen, and A. P. de Vries. Do you need experts in the crowd? A case study in image annotation for marine biology. Proc. Open Research Areas in Information Retrieval (OAIR-13), 10th International Conference in the RIAO series.
  3. J. He, J. van Ossenbruggen, and A. P. de Vries. Fish4label: Accomplishing an Expert Task without Expert Knowledge (demo paper). Proc. Open Research Areas in Information Retrieval (OAIR-13), 10th International Conference in the RIAO series.
  4. I. Kavasidis, S. Palazzo, R. Di Salvo, D. Giordano, C. Spampinato, "An innovative web-based collaborative platform for video annotations", Multimedia Tools and Applications, 2013, Pages 1-20.
  5. C. Spampinato, E. Beauxis-Aussalet, S. Palazzo, C. Beyan, J. van Ossenbruggen, J. He, B. Boom, X. Huang, X. "A rule-based event detection system for real-life underwater domain", Machine Vision and Applications, 2013, Pages 1-19.
  6. S. Palazzo, I. Kavasidis, C. Spampinato, "Covariance based modeling of underwater scenes for fish detection", Proc. Int. Conf. on Image Processing, Melbourne, 2013.
  7. I. Kavasidis, C. Spampinato, D. Giordano, "Generation of Ground Truth for Object Detection While Playing an Online Game: Productive Gaming or Recreational Working?", Proc. 2013 IEEE on Computer Vision and Pattern Recognition Workshops (CVPR-13), Portland, USA, June 2013 .
  8. R. Di Salvo, D. Giordano, I. Kavisidis, "A Crowdsourcing approach to support video annotation", Proc. Int. Workshop on Video and Image Ground Truth in Computer Vision Applications (VIGTA'13), St. Petersburg, 2013.
  9. C. Beyan, R. B. Fisher, "Detection of Abnormal Fish Trajectories Using a Clustering Based Hierarchical Classifier", Proc. British Machine Vision Conference, 2013.
  10. C. Beyan, R. B. Fisher, "Detecting Abnormal Fish Trajectories using Clustered and Labeled Data", Proc. Int. Conf. on Image Processing, Melbourne, 2013.
  11. K. Vougioukas, B. J. Boom, R. B. Fisher, Adaptive Deblurring of Surveillance Video Sequences that Deteriorate over Time, Proc. Int. Conf. on Image Processing, Melbourne, 2013.
  12. G. Nadarajan, C.-L. Yang, Y.-J. Cheng, S.-I. Lin, Y.-H. Chen-Burger, F.-P. Lin. "Real-time Data Streaming Architecture and Intelligent Workflow Management for Processing Massive Ecological Videos". Applications and Theories for Scientific Big Data Workshop (ATSBD), in conjunction with ASE/IEEE BigData2013, Sept 2013.
  13. G. Nadarajan, C.-L. Yang, Y.-H. Chen-Burger. "Multiple Ontologies Enhanced with Performance Capabilities to Define Interacting Domains within a Workflow Framework for Analysing Large Undersea Videos", 5th International Conference on Knowledge Engineering and Ontology Development (KEOD 2013), Sept 2013.
  14. Bastiaan J. Boom, Phoenix X Huang, Robert B. Fisher. "Approximate Nearest Neighbor Search to Support Manual Image Annotation of Large Domain-specific Datasets", Proc. Int. Workshop on Video and Image Ground Truth in Computer Vision Applications (VIGTA'13), VIGTA 2013, St Peterburgh
  15. E. Beauxis-Aussalet, E. Arslanova, L. Hardman, and J. van Ossenbruggen. "A case study of trust issues in scientific video collections". Proc. 2nd ACM international workshop on Multimedia Analysis for Ecological Data. ACM, 2013.
  16. E. Beauxis-Aussalet, S. Palazzo, G. Nadarajan, E. Arslanova, C. Spampinato, L. Hardman. "A Video Processing and Data Retrieval Framework for Fish Population Monitoring". Proc. 2nd ACM international workshop on Multimedia Analysis Ecological Data. ACM, 2013.
  17. H.M Chou, S.I Lin, J.H Chang, F.P Lin. A Practical Use Case of Cloud Computing Supports Research Collaboration - Data Management and Analysis for Long Term Video Monitoring of Coral Reef Fishes, Cloud for Research Collaboration Workshop, 2013
  18. Vera Hollink, Jiyin He, and Arjen P. de Vries. Explaining query modifications: an alternative interpretation of term addition and removal. Proc. of the 34th European Conference on Information Retrieval (ECIR'12), Barcelona, Spain, 2012.
  19. C. Spampinato, S. Palazzo, D. Giordano, I. Kavasidis, F-P Lin, Y-T Lin, Covariance Based Fish Tracking In Real-Life Underwater Environment, Proceedings of the International Conference on Computer Vision Theory and Applications - VISAPP 2012, Rome, Italy, 2012.
  20. I. Kavasidis, S. Palazzo, R. Di Salvo, D. Giordano, C. Spampinato, "A Semi-automatic Tool for Detection and Tracking Ground Truth Generation in Videos", Proc. First Int. Workshop on Visual Interfaces for Ground Truth Collection in Computer Vision Applications, Capri, May 2012.
  21. C. Spampinato, S. Palazzo, B. Boom, J. van Ossenbruggen, I. Kavasidis, R. Di Salvo, F.-P. Lin, D. Giordano, L. Hardman, R. B. Fisher, "Understanding Fish Behavior during Typhoon Events in Real-Life Underwater Environments", Multimedia Tools and Applications, online 2012.
  22. C. Spampinato, S. Palazzo, D. Giordano, "Evaluation of Tracking Algorithm Performance without Ground-Truth Data", Proc. Int. Conf. on Image Proc. (ICIP), 2012.
  23. G. Nadarajan, Y.-H. Chen-Burger. "Goal, Video Description and Capability Ontologies for Fish4Knowledge Domain". Special Session on Intelligent Workflow, Cloud Computing and Systems, KES-AMSTA 12, Croatia, June 2012.
  24. J. He, V. Hollink, A. de Vries. "Combining implicit and explicit topic representations for result diversification", Proc. 35th Int. ACM SIGIR Conf. on Research and development in information retrieval (SIGIR'12), pages 851-860, 2012.
  25. C. Spampinato, B. Boom, J. He (Eds), VIGTA'12: Proc. 1st Int. Workshop on Visual Interfaces for Ground Truth Collection in Computer Vision Applications, ACM AVI 2012, Capri, Italy, May 21 - 21, 2012.
  26. P. X. Huang, B. J. Boom, R. B. Fisher, Underwater Live Fish Recognition using a Balance-Guaranteed Optimized Tree, Proc. Asian Conf. on Computer Vision, Daejeon, Korea, 2012.
  27. P. X. Huang, B. J. Boom, R. B. Fisher, "Hierarchical Classification for Live Fish Recognition", BMVC student workshop paper, September 2012.
  28. C. Spampinato, S. Palazzo "Hidden Markov Models For Detecting Anomalous Fish Trajectories In Underwater Footage", 2012 IEEE Machine Learning for Signal Processing Workshop, September 23-26, 2012.
  29. M. Aldinucci, C. Spampinato, M Drocco, M. Torquati, S. Palazzo, D. Giordano. "A Parallel Edge Preserving Algorithm for Salt and Pepper Image Denoising", 3rd IEEE Int. Conf. on Image Processing Theory, Tools & Applications, Istanbul, Turkey, 15-18.
  30. C. Spampinato, S. Palazzo. "Enhancing Object Detection Performance by Integrating Motion Objectness and Perceptual Organization", 21st Int. Conf. on Pattern Recognition (ICPR) 2012, Tsukuba Science City, Japan.
  31. I. Kavasidis, S. Palazzo. "Quantitative Performance Analysis of Object Detection Algorithms on Underwater Video Footage", ACM Int. Workshop on Multimedia Analysis for Ecological Data, MAED'12, Nara, Japan, 2012.
  32. S. Palazzo, C. Spampinato, C. Beyan. "Event Detection in Underwater Domain by Exploiting Fish Trajectory Clustering", ACM International Workshop on Multimedia Analysis for Ecological Data, MAED'12, Nara, Japan, 2012.
  33. C. Spampinato, V. Mezaris, J. van Ossenbruggen, "Multimedia Analysis for Ecological Data", Proc. ACM Multimedia, Nara, Japan, November 2012.
  34. G. Santoro, C. Pino, D. Giordano. "A Semantic Based Retrieval System of Arctic Animal Images", Proc. ACM Int. Workshop on Multimedia Analysis for Ecological Data, MAED'12, Nara, Japan, 2012.
  35. B. J. Boom, P. X. Huang, J. He, R. B. Fisher, "Supporting Ground-Truth annotation of image datasets using clustering", 21st Int. Conf. on Pattern Recognition (ICPR), 2012.
  36. C. Beyan, R. B. Fisher, "A Filtering Mechanism for Normal Fish Trajectories", 21st Int. Conf. on Pattern Recognition (ICPR), 2012.
  37. B. J. Boom, P. X. Huang, C. Spampinato, S. Palazzo, J. He, C. Beyan, E. Beauxis-Aussalet, J. van Ossenbruggen, G. Nadarajan, J. Y. Chen-Burger, D. Giordano, L. Hardman, F.-P. Lin, R. B. Fisher, "Long-term underwater camera surveillance for monitoring and analysis of fish populations", Proc. Int. Workshop on Visual observation and Analysis of Animal and Insect Behavior (VAIB), in conjunction with ICPR 2012, Tsukuba, Japan, 2012.
  38. Y.H. Shiau, F.P. Lin, C.C. Chen, "Real-Time Fish Observation and Fish Category Database Construction", 21st Int. Conf. on Pattern Recognition, November 11-15, 2012, Tsukuba, Japan.
  39. Y.H. Shiau, S.I. Lin, Yi-Hsuan Chen, S.-W. Lo, C.C. Chen, "Fish Observation, Detection, Recognition and Verification in The Real World", Proc. 2012 Int. Conf. on Image Processing, Computer Vision, and Pattern Recognition, Las Vegas , USA.
  40. S.W. Lo and F.P. Lin, "Video Query Using Temporal Signature and Similarity Matching", Proc. 2nd Int. Conf. on Engineering and Technology Innovation, Kaohsiung, Taiwan, 2012.
  41. S.W. Lo and F.P. Lin, "A Shot Detection Approach to Synchronize Stereoscopic Video", Proc Int. Symp. on Computer, Communication, Control, 2012. Also J. Applied Mathematics & Information Sciences, pp 43-49, June 2013.
  42. Y.-H. Shiau, F.-P. Lin, C.-C. Chen, Using Sparse Representation for Fish Recognition and Verification in Real World Observation, Proc. Int. Workshop on Visual observation and Analysis of Animal and Insect Behavior (VAIB), in conjunction with ICPR 2012, Tsukuba, Japan, 2012.
  43. G. Nadarajan, Y.-H. Chen-Burger, R. B. Fisher, "SWAV: Semantics-based Workflows for Automatic Video Analysis". Special Session on Intelligent Workflow, Cloud Computing and Systems, KES-AMSTA 11, Manchester, U.K., July 2011.
  44. G. Nadarajan, Y.-H. Chen-Burger, R. B. Fisher, C. Spampinato, "A Flexible System for Automated Composition of Intelligent Video Analysis". Int. Symp. on Image and Signal Processing and Analysis, Dubrovnik, Sept. 4-6, 2011.
  45. C. Spampinato, A. Faro, S. Palazzo, "Event Detection in Crowds of People by Integrating Chaos and Lagrangian Particle Dynamics", Proc. 3rd Int. Conf. on Information and Multimedia Technology (ICIMT 2011), Dubai, UAE, December 28-30, 2011.
  46. Jiyin He, Maarten de Rijke, Merlijn Sevenster, R. van Ommering, and Yuchen Qian. Generating Links to Background Knowledge: A Case Study Using Narrative Radiology Reports, 20th ACM Conference on Information and Knowledge Management (CIKM 2011), pp. 1867-1876, Glasgow, ACM, October, 2011.
  47. Jiyin He, Marc Bron and Maarten de Rijke. A Query Performance Analysis for Result Diversification, ICTIR '11: 3rd International Conference on the Theory of Information Retrieval, pp. 351-355, Sep. 2011.
  48. B. J. Boom, J. He, S. Palazzo, P. X. Huang, H.-M. Chou, F.-P. Lin, C. Spampinato, R. B. Fisher; A research tool for long-term and continuous analysis of fish assemblage in coral-reefs using underwater camera footage, Ecological Informatics, 2014, DOI: dx.doi.org/10.1016/j.ecoinf.2013.10.006.
  49. R. B. Fisher, Y.-H. Chen-Burger, D. Giordano, L. Hardman, F.-P. Lin (Eds), Fish4Knowledge: Collecting and Analyzing Massive Coral Reef Fish Video Data, Springer International Publishing, 2016, ISBN 978-3-319-30208-9.


Related MSc and PhD Theses

  1. S. Theis, Comparing efficiency and cognitive load of uncertain data visualizations, Thesis Master Information Studies, Universiteit van Amsterdam, July 2011.
  2. Ihunanya Martina Ugwuh, Exploiting Parallelism in Video and Image Processing Tasks: A-state-of-the-art survey, MSc Dissertation, School of Informatics, University of Edinburgh, 2012.
  3. Yan Li, Fish Component Recognition, MSc Dissertation, School of Informatics, University of Edinburgh, 2012.
  4. Konstantinos Vougioukas, "Adaptive filters to remove blurring effects over time for underwater surveillance, MSc Dissertation, School of Informatics, University of Edinburgh, 2012.
  5. Salvatore Roccella, Video Enhancement by Superresolution, MS thesis (in italian), Univ of Catania, 2013.
  6. Xiao Liu, Identifying individual clown fish, MSc Dissertation, School of Informatics, University of Edinburgh, 2013.
  7. Xuan Huang, Balance-guaranteed optimized tree with reject option for live fish recognition, Phd thesis, University of Edinburgh, 2014.
  8. Cigdem Beyan, Detection of unusual fish trajectories from underwater videos, Phd thesis, University of Edinburgh, 2015.