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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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MLA
Dimitrievski, Martin 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.
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.
Chicago author-date
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.
Chicago author-date (all authors)
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.
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.
IEEE
[1]
M. Dimitrievski, B. Goossens, P. Veelaert, and W. Philips, “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 , San Diego, USA, 2017, vol. 10410.
@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},
  keywords     = {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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