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High resolution depth reconstruction from monocular images and sparse point clouds using deep convolutional neural network

Martin Dimitrievski (UGent) , Bart Goossens (UGent) , Peter Veelaert (UGent) and Wilfried Philips (UGent)
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Keywords
depth image, neural networks, deep learning, lidar, u-net, reconstruction

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Citation

Please use this url to cite or link to this publication:

Chicago
Dimitrievski, Martin, Bart Goossens, Peter Veelaert, and Wilfried Philips. 2017. “High Resolution Depth Reconstruction from Monocular Images and Sparse Point Clouds Using Deep Convolutional Neural Network.” In UNCONVENTIONAL AND INDIRECT IMAGING, IMAGE RECONSTRUCTION, AND WAVEFRONT SENSING 2017 Vol. 10410. SPIE.
APA
Dimitrievski, M., Goossens, B., Veelaert, P., & Philips, W. (2017). High resolution depth reconstruction from monocular images and sparse point clouds using deep convolutional neural network. UNCONVENTIONAL AND INDIRECT IMAGING, IMAGE RECONSTRUCTION, AND WAVEFRONT SENSING 2017 (Vol. 10410). Presented at the Conference on Unconventional and Indirect Imaging, Image Reconstruction, and Wavefront Sensing , SPIE.
Vancouver
1.
Dimitrievski M, Goossens B, Veelaert P, Philips W. High resolution depth reconstruction from monocular images and sparse point clouds using deep convolutional neural network. UNCONVENTIONAL AND INDIRECT IMAGING, IMAGE RECONSTRUCTION, AND WAVEFRONT SENSING 2017 . SPIE; 2017.
MLA
Dimitrievski, Martin, Bart Goossens, Peter Veelaert, et al. “High Resolution Depth Reconstruction from Monocular Images and Sparse Point Clouds Using Deep Convolutional Neural Network.” UNCONVENTIONAL AND INDIRECT IMAGING, IMAGE RECONSTRUCTION, AND WAVEFRONT SENSING 2017 . Vol. 10410. SPIE, 2017. Print.
@inproceedings{8537853,
  articleno    = {UNSP 104100H },
  author       = {Dimitrievski, Martin and Goossens, Bart and Veelaert, Peter and Philips, Wilfried},
  booktitle    = {UNCONVENTIONAL AND INDIRECT IMAGING, IMAGE RECONSTRUCTION, AND WAVEFRONT SENSING 2017 },
  isbn         = {9781510612778},
  issn         = {0277-786X},
  keyword      = {depth image,neural networks,deep learning,lidar,u-net,reconstruction},
  language     = {eng},
  location     = {San Diego, USA},
  publisher    = {SPIE},
  title        = {High resolution depth reconstruction from monocular images and sparse point clouds using deep convolutional neural network},
  url          = {http://dx.doi.org/10.1117/12.2273959},
  volume       = {10410},
  year         = {2017},
}

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