Kao_bibtex

@article{poullis2014tensor,
  title={Tensor-Cuts: A simultaneous multi-type feature extractor and classifier and its application to road extraction from satellite images},
  author={Poullis, Charalambos},
  journal={ISPRS Journal of Photogrammetry and Remote Sensing},
  volume={95},
  pages={93--108},
  year={2014},
  publisher={Elsevier}
}
@misc{muruganandham2016semantic,
  title={Semantic Segmentation of Satellite Images using Deep Learning},
  author={Muruganandham, Shivaprakash},
  year={2016}
}
@article{saito2016multiple,
  title={Multiple object extraction from aerial imagery with convolutional neural networks},
  author={Saito, Shunta and Yamashita, Takayoshi and Aoki, Yoshimitsu},
  journal={Electronic Imaging},
  volume={2016},
  number={10},
  pages={1--9},
  year={2016},
  publisher={Society for Imaging Science and Technology}
}
@inproceedings{long2015fully,
  title={Fully convolutional networks for semantic segmentation},
  author={Long, Jonathan and Shelhamer, Evan and Darrell, Trevor},
  booktitle={Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
  pages={3431--3440},
  year={2015}
}
@inproceedings{noh2015learning,
  title={Learning deconvolution network for semantic segmentation},
  author={Noh, Hyeonwoo and Hong, Seunghoon and Han, Bohyung},
  booktitle={Proceedings of the IEEE International Conference on Computer Vision},
  pages={1520--1528},
  year={2015}
}
@article{badrinarayanan2015segnet1,
  title={Segnet: A deep convolutional encoder-decoder architecture for robust semantic pixel-wise labelling},
  author={Badrinarayanan, Vijay and Handa, Ankur and Cipolla, Roberto},
  journal={arXiv preprint arXiv:1505.07293},
  year={2015}
}
@phdthesis{mnih2013machine,
  title={Machine learning for aerial image labeling},
  author={Mnih, Volodymyr},
  year={2013},
  school={University of Toronto}
}
@article{badrinarayanan2015segnet2,
  title={Segnet: A deep convolutional encoder-decoder architecture for image segmentation},
  author={Badrinarayanan, Vijay and Kendall, Alex and Cipolla, Roberto},
  journal={arXiv preprint arXiv:1511.00561},
  year={2015}
}
@inproceedings{volpi2015semantic,
  title={Semantic segmentation of urban scenes by learning local class interactions},
  author={Volpi, Michele and Ferrari, Vittorio},
  booktitle={Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops},
  pages={1--9},
  year={2015}
}
@article{liu2015detection,
  title={Detection guided deconvolutional network for hierarchical feature learning},
  author={Liu, Jing and Liu, Bingyuan and Lu, Hanqing},
  journal={Pattern Recognition},
  volume={48},
  number={8},
  pages={2645--2655},
  year={2015},
  publisher={Elsevier}
}

@inproceedings{hong2015decoupled,
  title={Decoupled deep neural network for semi-supervised semantic segmentation},
  author={Hong, Seunghoon and Noh, Hyeonwoo and Han, Bohyung},
  booktitle={Advances in Neural Information Processing Systems},
  pages={1495--1503},
  year={2015}
}

@inproceedings{ronneberger2015u,
  title={U-net: Convolutional networks for biomedical image segmentation},
  author={Ronneberger, Olaf and Fischer, Philipp and Brox, Thomas},
  booktitle={International Conference on Medical Image Computing and Computer-Assisted Intervention},
  pages={234--241},
  year={2015},
  organization={Springer}
}

@article{andrearczyk2016using,
  title={Using filter banks in convolutional neural networks for texture classification},
  author={Andrearczyk, Vincent and Whelan, Paul F},
  journal={Pattern Recognition Letters},
  volume={84},
  pages={63--69},
  year={2016},
  publisher={Elsevier}
}

@article{wang2015road,
  title={Road network extraction: A neural-dynamic framework based on deep learning and a finite state machine},
  author={Wang, Jun and Song, Jingwei and Chen, Mingquan and Yang, Zhi},
  journal={International Journal of Remote Sensing},
  volume={36},
  number={12},
  pages={3144--3169},
  year={2015},
  publisher={Taylor \& Francis}
}

@inproceedings{visin2016reseg,
  title={Reseg: A recurrent neural network-based model for semantic segmentation},
  author={Visin, Francesco and Ciccone, Marco and Romero, Adriana and Kastner, Kyle and Cho, Kyunghyun and Bengio, Yoshua and Matteucci, Matteo and Courville, Aaron},
  booktitle={Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops},
  pages={41--48},
  year={2016}
}

@article{liu2016deep,
  title={Deep Learning Markov Random Field for Semantic Segmentation},
  author={Liu, Ziwei and Li, Xiaoxiao and Luo, Ping and Loy, Chen Change and Tang, Xiaoou},
  journal={arXiv preprint arXiv:1606.07230},
  year={2016}
}

@article{koltun2011efficient,
  title={Efficient inference in fully connected crfs with gaussian edge potentials},
  author={Koltun, Vladlen},
  journal={Adv. Neural Inf. Process. Syst},
  volume={2},
  number={3},
  pages={4},
  year={2011}
}

@article{chen2014semantic,
  title={Semantic image segmentation with deep convolutional nets and fully connected crfs},
  author={Chen, Liang-Chieh and Papandreou, George and Kokkinos, Iasonas and Murphy, Kevin and Yuille, Alan L},
  journal={arXiv preprint arXiv:1412.7062},
  year={2014}
}
@article{chen2016deeplab,
  title={Deeplab: Semantic image segmentation with deep convolutional nets, atrous convolution, and fully connected crfs},
  author={Chen, Liang-Chieh and Papandreou, George and Kokkinos, Iasonas and Murphy, Kevin and Yuille, Alan L},
  journal={arXiv preprint arXiv:1606.00915},
  year={2016}
}

@article{audebert2017segment,
  title={Segment-before-Detect: Vehicle Detection and Classification through Semantic Segmentation of Aerial Images},
  author={Audebert, Nicolas and Saux, Bertrand Le and Lef{\`e}vre, S{\'e}bastien},
  journal={Remote Sensing},
  volume={9},
  number={4},
  pages={368},
  year={2017},
  publisher={Multidisciplinary Digital Publishing Institute}
}

@article{clevert2015fast,
  title={Fast and accurate deep network learning by exponential linear units (elus)},
  author={Clevert, Djork-Arn{\'e} and Unterthiner, Thomas and Hochreiter, Sepp},
  journal={arXiv preprint arXiv:1511.07289},
  year={2015}
}

@article{simonyan2014very,
  title={Very deep convolutional networks for large-scale image recognition},
  author={Simonyan, Karen and Zisserman, Andrew},
  journal={arXiv preprint arXiv:1409.1556},
  year={2014}
}

@article{ioffe2015batch,
  title={Batch normalization: Accelerating deep network training by reducing internal covariate shift},
  author={Ioffe, Sergey and Szegedy, Christian},
  journal={arXiv preprint arXiv:1502.03167},
  year={2015}
}

@article{kao2017road,
  title={An Enhanced Deep Convolutional Encoder-Decoder Network for Road Segmentation on Aerial Imagery
  author={Panboonyuen, Teerapong and Vateekul, Peerapon and Jitkajornwanich, Kulsawasd and Lawawirojwong, Siam},
  journal={The 13th International Conference on Computing and Information Technology},
  year={2017}
}

@article{kendall2015bayesian,
  title={Bayesian segnet: Model uncertainty in deep convolutional encoder-decoder architectures for scene understanding},
  author={Kendall, Alex and Badrinarayanan, Vijay and Cipolla, Roberto},
  journal={arXiv preprint arXiv:1511.02680},
  year={2015}
}
@article{kingma2014adam,
  title={Adam: A method for stochastic optimization},
  author={Kingma, Diederik and Ba, Jimmy},
  journal={arXiv preprint arXiv:1412.6980},
  year={2014}
}

@article{gonzalez1977digital,
  title={Digital image processing},
  author={Gonzalez, RS and Wintz, Paul},
  year={2008},
  publisher={Addison-Wesley Publishing Co., Inc., Reading, MA}
}
@misc{mcgarigal2008landscape,
  title={Landscape metrics for categorical map patterns},
  author={McGarigal, K},
  year={2008},
  publisher={Amherst, MA: Author}
}

@article{huang2009road,
  title={Road centreline extraction from high-resolution imagery based on multiscale structural features and support vector machines},
  author={Huang, Xin and Zhang, Liangpei},
  journal={International Journal of Remote Sensing},
  volume={30},
  number={8},
  pages={1977--1987},
  year={2009},
  publisher={Taylor \& Francis}
}