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NVIDIA Hardware Donation Grant

Overview

Fast Graphical Processing Units (GPUs) are key enablers for current deep learning methods in computer vision. We are grateful to the NVIDIA corporation for supporting our research in this area. Currently we are using a donated Tesla K40c GPU to train models for several different tasks.

Related Publication(s)

  1. PDF Zhai M., Bessinger Z., Workman S., Jacobs N. 2017. Predicting Ground-Level Scene Layout from Aerial Imagery. In: IEEE Computer Vision and Pattern Recognition (CVPR). bibtex
  2. Jacobs N., Workman S., Zhai M. 2016. Crossview Convolutional Networks. In: IEEE Applied Imagery and Pattern Recognition (AIPR). bibtex
  3. Bessinger Z., Stauffer C., Jacobs N. 2016. Who Goes There? Approaches to Mapping Facial Appearance Diversity. In: ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL). bibtex
  4. PDF Bessinger Z., Jacobs N. 2016. Quantifying Curb Appeal. In: IEEE International Conference on Image Processing (ICIP). website bibtex
  5. PDF Workman S., Zhai M., Jacobs N. 2016. Horizon Lines in the Wild. In: British Machine Vision Conference (BMVC). website bibtex
  6. PDF Zhai M., Workman S., Jacobs N. 2016. Detecting Vanishing Points using Global Image Context in a Non-Manhattan World. In: IEEE Conference on Computer Vision and Pattern Recognition (CVPR). website code bibtex
  7. PDF Salem T., Workman S., Zhai M., Jacobs N. 2016. Analyzing Human Appearance as a Cue for Dating Images. In: IEEE Winter Conference on Applications of Computer Vision (WACV). 1–8. website bibtex
  8. PDF Mihail RP., Workman S., Bessinger Z., Jacobs N. 2016. Sky Segmentation in the Wild: An Empirical Study. In: IEEE Winter Conference on Applications of Computer Vision (WACV). 1–6. website bibtex
  9. PDF Baltenberger R., Zhai M., Greenwell C., Workman S., Jacobs N. 2016. A Fast Method for Estimating Transient Scene Properties. In: IEEE Winter Conference on Applications of Computer Vision (WACV). 1–8. website code bibtex
  10. PDF Workman S., Souvenir R., Jacobs N. 2015. Wide-Area Image Geolocalization with Aerial Reference Imagery. In: IEEE International Conference on Computer Vision (ICCV). 1–9. website code bibtex

Acknowledgements

We gratefully acknowledge the support of NVIDIA Corporation with the donation of the Tesla K40 GPU used for this research.