Detecting Marine Species in Echograms via Traditional, Hybrid, and Deep Learning Frameworks
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Alexandra Branzan Albu | Kaan Ersahin | Stéphane Gauthier | Melissa Cote | Tunai Porto Marques | Todd Mudge | Alireza Rezvanifar | A. Albu | Melissa Cote | S. Gauthier | Kaan Ersahin | T. Mudge | T. Marques | A. Rezvanifar
[1] Rodney D. Hale,et al. Acoustic species identification in the Northwest Atlantic using digital image processing , 2000 .
[2] Juho Mäkiö,et al. A Joint Application of Fuzzy Logic Approximation and a Deep Learning Neural Network to Build Fish Concentration Maps Based on Sonar Data , 2019, CMIS.
[3] Kilian Q. Weinberger,et al. Densely Connected Convolutional Networks , 2016, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[4] H. Kawamura,et al. Discriminating fish species by an Echo sounder in a set-net using a CNN , 2017, 2017 21st Asia Pacific Symposium on Intelligent and Evolutionary Systems (IES).
[5] T. Stanton. 30 years of advances in active bioacoustics: A personal perspective , 2012 .
[6] Kaiming He,et al. Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks , 2015, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[7] Yingfeng Cai,et al. A Comparative Study of State-of-the-Art Deep Learning Algorithms for Vehicle Detection , 2019, IEEE Intelligent Transportation Systems Magazine.
[8] Arnt-Børre Salberg,et al. Acoustic classification in multifrequency echosounder data using deep convolutional neural networks , 2020 .
[9] Corinna Cortes,et al. Support-Vector Networks , 1995, Machine Learning.
[10] Ross B. Girshick,et al. Fast R-CNN , 2015, 1504.08083.
[11] Jian Sun,et al. Deep Residual Learning for Image Recognition , 2015, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[12] J. Kiefer,et al. Stochastic Estimation of the Maximum of a Regression Function , 1952 .
[13] Mark Fisher,et al. JellyMonitor: automated detection of jellyfish in sonar images using neural networks , 2018, 2018 14th IEEE International Conference on Signal Processing (ICSP).
[14] D. Lemon,et al. Multiple-frequency moored sonar for continuous observations of zooplankton and fish , 2012, 2012 Oceans.
[15] Ali Farhadi,et al. YOLO9000: Better, Faster, Stronger , 2016, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[16] Alexandra Branzan Albu,et al. A Deep Learning-based Framework for the Detection of Schools of Herring in Echograms , 2019, ArXiv.
[17] Inmaculada Pulido-Calvo,et al. Acoustic identification of small pelagic fish species in Chile using support vector machines and neural networks , 2010 .
[18] Zhiguo Cao,et al. Counting Fish in Sonar Images , 2018, 2018 25th IEEE International Conference on Image Processing (ICIP).
[19] Pierre Petitgas,et al. Standard protocols for the analysis of school based data from echo sounder surveys , 2000 .
[20] Ariel G. Cabreira,et al. Artificial neural networks for fish-species identification , 2009 .
[21] Jimmy Ba,et al. Adam: A Method for Stochastic Optimization , 2014, ICLR.
[22] Arnt-Børre Salberg,et al. Machine intelligence and the data-driven future of marine science , 2020, ICES Journal of Marine Science.
[23] Rolf J. Korneliussen,et al. Acoustic identification of marine species using a feature library , 2016 .
[24] Paul G. Fernandes,et al. Classification of Southern Ocean krill and icefish echoes using random forests , 2016 .
[25] Jianlong Li,et al. Study on Echo Features and Classification Methods of Fish Species , 2018, 2018 10th International Conference on Wireless Communications and Signal Processing (WCSP).
[26] David G. Reid. Report on Echo Trace Classification , 2000 .
[27] Peyman Hosseinzadeh Kassani,et al. A comparative study of deep learning architectures on melanoma detection. , 2019, Tissue & cell.
[28] Derek Bradley,et al. Adaptive Thresholding using the Integral Image , 2007, J. Graph. Tools.
[29] S. Gauthier,et al. Species composition and acoustic signatures of mesopelagic organisms in a subtropical convergence zone, the New Zealand Chatham Rise , 2014 .
[30] Sergey Ioffe,et al. Rethinking the Inception Architecture for Computer Vision , 2015, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[31] Ichiro Aoki,et al. Classification of fish schools based on evaluation of acoustic descriptor characteristics , 2009, Fisheries Science.
[32] John K. Horne,et al. Acoustic approaches to remote species identification: a review , 2000 .