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Volumn 49, Issue 23, 2016, Pages 500-505

Towards Visual Detection, Mapping and Quantification of Posidonia Oceanica using a Lightweight AUV

Author keywords

Autonomous Underwater Vehicles; Machine Learning; Visual Surveying and Mosaicking

Indexed keywords

COMPUTER VISION; ECOSYSTEMS; IMAGE TEXTURE; LEARNING SYSTEMS; MACHINE LEARNING; SURVEYS; TEXTURES; WATER QUALITY;

EID: 84994128037     PISSN: None     EISSN: 24058963     Source Type: Conference Proceeding    
DOI: 10.1016/j.ifacol.2016.10.485     Document Type: Conference Paper
Times cited : (24)

References (25)
  • 1
    • 0025725905 scopus 로고
    • Instance-based Learning Algorithms
    • Aha, D., Kibler, D., Instance-based Learning Algorithms. Machine Learning 6:1 (1991), 37–66.
    • (1991) Machine Learning , vol.6 , Issue.1 , pp. 37-66
    • Aha, D.1    Kibler, D.2
  • 2
    • 84994066906 scopus 로고    scopus 로고
    • SPARUS II, Design of a Lightweight Hovering AUV. In Proceedings of the Fifth MARTECH. Girona (Spain).
    • Carreras, M., Candela, C., Ribas, D., Mallios, A., Magí, L., Vidal, E., Palomeras, N., and Ridao, P. (2013). SPARUS II, Design of a Lightweight Hovering AUV. In Proceedings of the Fifth MARTECH. Girona (Spain).
    • (2013)
    • Carreras, M.1    Candela, C.2    Ribas, D.3    Mallios, A.4    Magí, L.5    Vidal, E.6    Palomeras, N.7    Ridao, P.8
  • 3
    • 14344264564 scopus 로고    scopus 로고
    • Links Between Percep-trons, MLPs and SVMs. In Proceedings of IEEE International Conference on Machine Learning (ICML).
    • Collobert, R. and Bengio, S. (2004). Links Between Percep-trons, MLPs and SVMs. In Proceedings of IEEE International Conference on Machine Learning (ICML).
    • (2004)
    • Collobert, R.1    Bengio, S.2
  • 4
    • 34249832377 scopus 로고
    • A Bayesian Method for the Induction of Probabilistic Networks from Data
    • Cooper, G., Herskovits, E., A Bayesian Method for the Induction of Probabilistic Networks from Data. Machine Learning 9:4 (1992), 309–347.
    • (1992) Machine Learning , vol.9 , Issue.4 , pp. 309-347
    • Cooper, G.1    Herskovits, E.2
  • 5
    • 84994136137 scopus 로고    scopus 로고
    • Management of Natura 2000 Habitats 1120, (Posidonia Oceanicae). Technical report, European Commission.
    • Diaz-Almela, E. and Duarte, C. (2008). Management of Natura 2000 Habitats 1120, (Posidonia Oceanicae). Technical report, European Commission.
    • (2008)
    • Diaz-Almela, E.1    Duarte, C.2
  • 6
    • 0002978642 scopus 로고    scopus 로고
    • Experiments With a New Boosting Algorithm
    • Freund, Y., Schapire, R., Experiments With a New Boosting Algorithm. Proceedings of ICML, 1996, 148–156.
    • (1996) Proceedings of ICML , pp. 148-156
    • Freund, Y.1    Schapire, R.2
  • 7
    • 84994075600 scopus 로고    scopus 로고
    • BIMOS, Binary Descriptor-based Image Mosaicing. Systems, Robotics and Vision Group, UIB.
    • García, E., Ortiz, A., Bonnín, F., and Company, J.P. (2015). BIMOS, Binary Descriptor-based Image Mosaicing. https://github.com/emiliofidalgo/bimos. Systems, Robotics and Vision Group, UIB.
    • (2015)
    • García, E.1    Ortiz, A.2    Bonnín, F.3    Company, J.P.4
  • 8
    • 84977580325 scopus 로고    scopus 로고
    • Fast Image Mosaicing using Incremental Bags of Binary Words. In IEEE International Conference on Robotics and Automation (ICRA).
    • García, E., Ortiz, A., Bonnín, F., and Company, J.P. (2016). Fast Image Mosaicing using Incremental Bags of Binary Words. In IEEE International Conference on Robotics and Automation (ICRA).
    • (2016)
    • García, E.1    Ortiz, A.2    Bonnín, F.3    Company, J.P.4
  • 9
    • 84994148762 scopus 로고    scopus 로고
    • Self-Organizing Maps. Springer Series in Information Sciences, 30. Springer-Verlag.
    • Huang, T., Kohonen, T., and Schroeder, M. (2001). Self-Organizing Maps. Springer Series in Information Sciences, 30. Springer-Verlag.
    • (2001)
    • Huang, T.1    Kohonen, T.2    Schroeder, M.3
  • 10
    • 84865574288 scopus 로고    scopus 로고
    • Mediterranean Seagrass Vulnerable to Regional Climate Warming. Nature Climate Change, 821824.
    • Jorda, G., Marb, N., and Duarte, C. (2012). Mediterranean Seagrass Vulnerable to Regional Climate Warming. Nature Climate Change, 821824.
    • (2012)
    • Jorda, G.1    Marb, N.2    Duarte, C.3
  • 11
    • 0000545946 scopus 로고    scopus 로고
    • Improvements to Platt's SMO Algorithm for SVM Classifier Design
    • Keerthi, S., Shevade, S., Bhattacharyya, C., Murthy, K., Improvements to Platt's SMO Algorithm for SVM Classifier Design. Neural Computation 13:3 (2001), 637–649.
    • (2001) Neural Computation , vol.13 , Issue.3 , pp. 637-649
    • Keerthi, S.1    Shevade, S.2    Bhattacharyya, C.3    Murthy, K.4
  • 13
    • 0035478854 scopus 로고    scopus 로고
    • Random Forests
    • Breiman, L., Random Forests. Machine Learning 1 (2001), 5–32.
    • (2001) Machine Learning , vol.1 , pp. 5-32
    • Breiman, L.1
  • 17
    • 0034760770 scopus 로고    scopus 로고
    • Assessment of the Conservation Status of Seagrass (Posidonia Ocean-ica) Meadows: Implications for Monitoring Strategy and the Decision-making Process
    • Moreno, D., Aguilera, P.A., Castro, H., Assessment of the Conservation Status of Seagrass (Posidonia Ocean-ica) Meadows: Implications for Monitoring Strategy and the Decision-making Process. Biological Conservation, 102, 2001, 325332.
    • (2001) Biological Conservation , vol.102 , pp. 325332
    • Moreno, D.1    Aguilera, P.A.2    Castro, H.3
  • 18
    • 84977546804 scopus 로고    scopus 로고
    • Cluster-Based Loop Closing Detection for Underwater SLAM in Feature-Poor Regions. In Proc. of IEEE International Conference on Robotics and Automation (ICRA).
    • Negre, P.L., Bonin-Font, F., and Oliver, G. (2016). Cluster-Based Loop Closing Detection for Underwater SLAM in Feature-Poor Regions. In Proc. of IEEE International Conference on Robotics and Automation (ICRA).
    • (2016)
    • Negre, P.L.1    Bonin-Font, F.2    Oliver, G.3
  • 19
    • 0018306059 scopus 로고
    • A threshold Selection Method from Gray-level Histograms
    • Otsu, N., A threshold Selection Method from Gray-level Histograms. IEEE Transactions on Systems, Man and Cybernetics 9:1 (1979), 62–66.
    • (1979) IEEE Transactions on Systems, Man and Cybernetics , vol.9 , Issue.1 , pp. 62-66
    • Otsu, N.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.