Ship Classification in High-Resolution SAR Images via Transfer Learning with Small Training Dataset
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[1] Rob Fergus,et al. Visualizing and Understanding Convolutional Networks , 2013, ECCV.
[2] Haipeng Wang,et al. Target Classification Using the Deep Convolutional Networks for SAR Images , 2016, IEEE Transactions on Geoscience and Remote Sensing.
[3] Xiao-Li Meng,et al. The Art of Data Augmentation , 2001 .
[4] Luca Maria Gambardella,et al. Flexible, High Performance Convolutional Neural Networks for Image Classification , 2011, IJCAI.
[5] ZhiQiang Chen,et al. Gearbox Fault Identification and Classification with Convolutional Neural Networks , 2015 .
[6] P. Vachon,et al. Improved ship detection with airborne polarimetric SAR data , 2005 .
[7] Haitao Lang,et al. Ship Classification in Moderate-Resolution SAR Image by Naive Geometric Features-Combined Multiple Kernel Learning , 2017, IEEE Geoscience and Remote Sensing Letters.
[8] SchmidhuberJürgen. Deep learning in neural networks , 2015 .
[9] Domenico Velotto,et al. Ship Classification in TerraSAR-X Images With Convolutional Neural Networks , 2018, IEEE Journal of Oceanic Engineering.
[10] Maurizio Migliaccio,et al. A Physical Full-Resolution SAR Ship Detection Filter , 2008, IEEE Geoscience and Remote Sensing Letters.
[11] Patrice Y. Simard,et al. High Performance Convolutional Neural Networks for Document Processing , 2006 .
[12] Mingzhe Jiang,et al. Ship Classification Based on Superstructure Scattering Features in SAR Images , 2016, IEEE Geoscience and Remote Sensing Letters.
[13] David James Crisp. A ship detection system for RADARSAT-2 dual-pol multi-look imagery implemented in the ADSS , 2013, 2013 International Conference on Radar.
[14] Jian Sun,et al. Deep Residual Learning for Image Recognition , 2015, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[15] Jian Sun,et al. Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification , 2015, 2015 IEEE International Conference on Computer Vision (ICCV).
[16] R. Keith Raney,et al. On the use of permanent symmetric scatterers for ship characterization , 2004, IEEE Transactions on Geoscience and Remote Sensing.
[17] Andrea Taramelli,et al. An innovative methodological approach in the frame of Marine Strategy Framework Directive: a statistical model based on ship detection SAR data for monitoring programmes. , 2014, Marine environmental research.
[18] Huanxin Zou,et al. Ship Classification in TerraSAR-X Images With Feature Space Based Sparse Representation , 2013, IEEE Geoscience and Remote Sensing Letters.
[19] Vassilis Tsagaris,et al. VESSEL CLASSIFICATION IN COSMO-SKYMED SAR DATA USING HIERARCHICAL FEATURE SELECTION , 2015 .
[20] Dong Jiang-man. Ship rargets recognition by ships' feature in SAR image , 2004 .
[21] Ah Chung Tsoi,et al. Face recognition: a convolutional neural-network approach , 1997, IEEE Trans. Neural Networks.
[22] Vladimir Vapnik,et al. An overview of statistical learning theory , 1999, IEEE Trans. Neural Networks.
[23] Geoffrey E. Hinton,et al. ImageNet classification with deep convolutional neural networks , 2012, Commun. ACM.
[24] Yoshua Bengio,et al. Gradient-based learning applied to document recognition , 1998, Proc. IEEE.
[25] Xi Zhang,et al. Ship Classification in SAR Image by Joint Feature and Classifier Selection , 2016, IEEE Geoscience and Remote Sensing Letters.
[26] Zhao Lin,et al. Contextual Region-Based Convolutional Neural Network with Multilayer Fusion for SAR Ship Detection , 2017, Remote. Sens..
[27] Peter Norvig,et al. Artificial Intelligence: A Modern Approach , 1995 .
[28] Thomas Fritz,et al. Ship Surveillance With TerraSAR-X , 2011, IEEE Transactions on Geoscience and Remote Sensing.
[29] Klaus-Robert Müller,et al. Efficient BackProp , 2012, Neural Networks: Tricks of the Trade.
[30] Dumitru Erhan,et al. Deep Neural Networks for Object Detection , 2013, NIPS.
[31] Jürgen Schmidhuber,et al. Deep learning in neural networks: An overview , 2014, Neural Networks.
[32] Jun Wu,et al. A novel ship classification approach for high resolution SAR images based on the BDA-KELM classification model , 2017 .
[33] Lukás Burget,et al. Recurrent neural network based language model , 2010, INTERSPEECH.
[34] Ridha Touzi,et al. The SSCM for ship characterization using polarimetric SAR , 2003, IGARSS 2003. 2003 IEEE International Geoscience and Remote Sensing Symposium. Proceedings (IEEE Cat. No.03CH37477).
[35] Léon Bottou,et al. Large-Scale Machine Learning with Stochastic Gradient Descent , 2010, COMPSTAT.
[36] Hong Zhang,et al. Ship Classification in High-Resolution SAR Images Using Deep Learning of Small Datasets , 2018, Sensors.