Recurrent neural networks for remote sensing image classification
暂无分享,去创建一个
Sergio Escalera | Ferda Ofli | Mohamed Ilyes Lakhal | Hakan Çevikalp | Ferda Ofli | Hakan Çevikalp | Sergio Escalera | M. Lakhal
[1] Yoshua Bengio,et al. On the Properties of Neural Machine Translation: Encoder–Decoder Approaches , 2014, SSST@EMNLP.
[2] Qun Liu,et al. CNN Features Off-the-Shelf : Clustering and Finetune-free , 2018 .
[3] Bill Triggs,et al. Histograms of oriented gradients for human detection , 2005, 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05).
[4] Carlo Gatta,et al. Unsupervised Deep Feature Extraction for Remote Sensing Image Classification , 2015, IEEE Transactions on Geoscience and Remote Sensing.
[5] Jefersson Alex dos Santos,et al. Do deep features generalize from everyday objects to remote sensing and aerial scenes domains? , 2015, 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).
[6] Geoffrey E. Hinton,et al. ImageNet classification with deep convolutional neural networks , 2012, Commun. ACM.
[7] Xiaoqiang Lu,et al. Remote Sensing Image Scene Classification: Benchmark and State of the Art , 2017, Proceedings of the IEEE.
[8] Hong Sun,et al. Unsupervised Feature Learning Via Spectral Clustering of Multidimensional Patches for Remotely Sensed Scene Classification , 2015, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.
[9] Luisa Verdoliva,et al. Land Use Classification in Remote Sensing Images by Convolutional Neural Networks , 2015, ArXiv.
[10] Cordelia Schmid,et al. Beyond Bags of Features: Spatial Pyramid Matching for Recognizing Natural Scene Categories , 2006, 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'06).
[11] Rob Fergus,et al. Visualizing and Understanding Convolutional Networks , 2013, ECCV.
[12] Gui-Song Xia,et al. AID: A Benchmark Data Set for Performance Evaluation of Aerial Scene Classification , 2016, IEEE Transactions on Geoscience and Remote Sensing.
[13] Hakan Cevikalp,et al. CRN: End-to-end Convolutional Recurrent Network Structure Applied to Vehicle Classification , 2018, VISIGRAPP.
[14] Matthijs C. Dorst. Distinctive Image Features from Scale-Invariant Keypoints , 2011 .
[15] Bo Du,et al. Deep Learning for Remote Sensing Data: A Technical Tutorial on the State of the Art , 2016, IEEE Geoscience and Remote Sensing Magazine.
[16] Razvan Pascanu,et al. Understanding the exploding gradient problem , 2012, ArXiv.
[17] Yingli Tian,et al. Pyramid of Spatial Relatons for Scene-Level Land Use Classification , 2015, IEEE Transactions on Geoscience and Remote Sensing.
[18] Wen Yang,et al. STRUCTURAL HIGH-RESOLUTION SATELLITE IMAGE INDEXING , 2010 .
[19] Jian Sun,et al. Deep Residual Learning for Image Recognition , 2015, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[20] Jürgen Schmidhuber,et al. Long Short-Term Memory , 1997, Neural Computation.
[21] Ruslan Salakhutdinov,et al. Action Recognition using Visual Attention , 2015, NIPS 2015.
[22] Yoshua Bengio,et al. Describing Multimedia Content Using Attention-Based Encoder-Decoder Networks , 2015, IEEE Transactions on Multimedia.
[23] Yoshua Bengio,et al. Learning Phrase Representations using RNN Encoder–Decoder for Statistical Machine Translation , 2014, EMNLP.
[24] Andrew Zisserman,et al. Very Deep Convolutional Networks for Large-Scale Image Recognition , 2014, ICLR.
[25] Xin Li,et al. Multi-label Image Classification with A Probabilistic Label Enhancement Model , 2014, UAI.
[26] Shawn D. Newsam,et al. Bag-of-visual-words and spatial extensions for land-use classification , 2010, GIS '10.
[27] Yoshua Bengio,et al. Show, Attend and Tell: Neural Image Caption Generation with Visual Attention , 2015, ICML.
[28] Fei-Fei Li,et al. ImageNet: A large-scale hierarchical image database , 2009, 2009 IEEE Conference on Computer Vision and Pattern Recognition.
[29] Dumitru Erhan,et al. Going deeper with convolutions , 2014, 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[30] Uwe Stilla,et al. Deep Learning Earth Observation Classification Using ImageNet Pretrained Networks , 2016, IEEE Geoscience and Remote Sensing Letters.
[31] Xiao Xiang Zhu,et al. Deep Recurrent Neural Networks for Hyperspectral Image Classification , 2017, IEEE Transactions on Geoscience and Remote Sensing.
[32] Jefersson Alex dos Santos,et al. Towards better exploiting convolutional neural networks for remote sensing scene classification , 2016, Pattern Recognit..
[33] Quoc V. Le,et al. Sequence to Sequence Learning with Neural Networks , 2014, NIPS.