• 2534 Citations
  • 23 h-Index
1994 …2020
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Fingerprint Dive into the research topics where Kristin Dana is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

  • 5 Similar Profiles
Textures Engineering & Materials Science
Cameras Engineering & Materials Science
Computer vision Engineering & Materials Science
MIMO systems Engineering & Materials Science
Skin Engineering & Materials Science
Imaging techniques Engineering & Materials Science
Lighting Engineering & Materials Science
Display devices Engineering & Materials Science

Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Projects 2014 2020

Surface properties
Physical properties
Computer vision
Robotics
Physics
Cameras
Pixels
Hardware
Intelligent vehicle highway systems
Marble

Research Output 1994 2019

Deep CNNs as a method to classify rotating objects based on monostatic RCS

Wengrowski, E., Purri, M., Dana, K. & Huston, A., Jul 1 2019, In : IET Radar, Sonar and Navigation. 13, 7, p. 1092-1100 9 p.

Research output: Contribution to journalArticle

Radar cross section
Radar
Neural networks
Barreling
Radar systems
2 Citations (Scopus)

Multi-style generative network for real-time transfer

Zhang, H. & Dana, K., Jan 1 2019, Computer Vision – ECCV 2018 Workshops, Proceedings. Leal-Taixé, L. & Roth, S. (eds.). Springer Verlag, p. 349-365 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11132 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Brushes
Convolution
Real-time
Image quality
Interpolation
1 Citation (Scopus)

Photo-realistic facial texture transfer

Kaur, P., Zhang, H. & Dana, K. J., Mar 4 2019, Proceedings - 2019 IEEE Winter Conference on Applications of Computer Vision, WACV 2019. Institute of Electrical and Electronics Engineers Inc., p. 2097-2105 9 p. 8659028. (Proceedings - 2019 IEEE Winter Conference on Applications of Computer Vision, WACV 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Textures
Semantics
Neural networks
55 Citations (Scopus)

Context Encoding for Semantic Segmentation

Zhang, H., Dana, K., Shi, J., Zhang, Z., Wang, X., Tyagi, A. & Agrawal, A., Dec 14 2018, Proceedings - 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2018. IEEE Computer Society, p. 7151-7160 10 p. 8578845. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Semantics
Network layers
Image classification
Volatile organic compounds
Convolution
11 Citations (Scopus)

Deep Texture Manifold for Ground Terrain Recognition

Xue, J., Zhang, H. & Dana, K., Dec 14 2018, Proceedings - 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2018. IEEE Computer Society, p. 558-567 10 p. 8578163. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Textures
Gravel
Asphalt
Mobile phones
Sand