A computer vision approach to classification of birds in flight from video sequences

Part of book or chapter of book English OPEN
Atanbori, J; Duan, W; Murray, J; Appiah, K; Dickinson, P;
(2015)
  • Publisher: BMVA Press

Bird populations are an important bio-indicator; so collecting reliable data is useful for ecologists helping conserve and manage fragile ecosystems. However, existing manual monitoring methods are labour-intensive, time-consuming, and error-prone. The aim of our work i... View more
  • References (30)
    30 references, page 1 of 3

    [2] John Atanbori, Peter Cowling, John Murray, Belinda Colston, Paul Eady, Dave Hughes, Ian Nixon, and Patrick Dickinson. Analysis of bat wing beat frequency using fourier transform. In Computer Analysis of Images and Patterns, pages 370-377. Springer, 2013.

    [3] Faisal I Bashir, Ashfaq A Khokhar, and Dan Schonfeld. View-invariant motion trajectory-based activity classification and recognition. Multimedia Systems, 12(1): 45-54, 2006.

    [4] Thomas Berg and Peter N Belhumeur. Poof: Part-based one-vs.-one features for finegrained categorization, face verification, and attribute estimation. In Computer Vision and Pattern Recognition (CVPR), 2013 IEEE Conference on, pages 955-962. IEEE, 2013.

    [5] Thomas Berg, Jiongxin Liu, Seung Woo Lee, Michelle L Alexander, David W Jacobs, and Peter N Belhumeur. Birdsnap: Large-scale fine-grained visual categorization of birds. In Computer Vision and Pattern Recognition (CVPR), 2014 IEEE Conference on, pages 2019-2026. IEEE, 2014.

    [6] Cigdem Beyan and Robert B Fisher. A filtering mechanism for normal fish trajectories. In Pattern Recognition (ICPR), 2012 21st International Conference On, pages 2286- 2289. IEEE, 2012.

    [7] Cigdem Beyan and Robert B Fisher. Detection of abnormal fish trajectories using a clustering based hierarchical classifier. BMVC, Bristol, UK, 2013.

    [8] Forrest Briggs, Balaji Lakshminarayanan, Lawrence Neal, Xiaoli Z Fern, Raviv Raich, Sarah JK Hadley, Adam S Hadley, and Matthew G Betts. Acoustic classification of multiple simultaneous bird species: A multi-instance multi-label approach. The Journal of the Acoustical Society of America, 131(6):4640-4650, 2012.

    [9] Stephen T Buckland, Stuart J Marsden, and Rhys E Green. Estimating bird abundance: making methods work. Bird Conservation International, 18(S1):S91-S108, 2008.

    [10] Jia Deng, Jan Krause, and Li Fei-Fei. Fine-grained crowdsourcing for fine-grained recognition. In Computer Vision and Pattern Recognition (CVPR), 2013 IEEE Conference on, pages 580-587. IEEE, 2013.

    [11] Ji-Xiang Du, Xiao-Feng Wang, and Guo-Jun Zhang. Leaf shape based plant species recognition. Applied mathematics and computation, 185(2):883-893, 2007.

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