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Deep Depth Prior for Multi-View Stereo

Jan 21, 2020
Pallabi Ghosh, Vibhav Vineet, Larry S. Davis, Abhinav Shrivastava, Sudipta Sinha, Neel Joshi


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A deep active learning system for species identification and counting in camera trap images

Oct 22, 2019
Mohammad Sadegh Norouzzadeh, Dan Morris, Sara Beery, Neel Joshi, Nebojsa Jojic, Jeff Clune

* 15 pages, 5 figures 

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Synthetic Examples Improve Generalization for Rare Classes

May 14, 2019
Sara Beery, Yang Liu, Dan Morris, Jim Piavis, Ashish Kapoor, Markus Meister, Neel Joshi, Pietro Perona


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Learn-to-Score: Efficient 3D Scene Exploration by Predicting View Utility

Jul 31, 2018
Benjamin Hepp, Debadeepta Dey, Sudipta N. Sinha, Ashish Kapoor, Neel Joshi, Otmar Hilliges

* 16 pages, 7 figures, 5 tables 

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Semantic-driven Generation of Hyperlapse from $360^\circ$ Video

Oct 10, 2017
Wei-Sheng Lai, Yujia Huang, Neel Joshi, Chris Buehler, Ming-Hsuan Yang, Sing Bing Kang

* This work is accepted in Transactions on Visualization and Computer Graphics (TVCG) 

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Personalized Cinemagraphs using Semantic Understanding and Collaborative Learning

Aug 09, 2017
Tae-Hyun Oh, Kyungdon Joo, Neel Joshi, Baoyuan Wang, In So Kweon, Sing Bing Kang

* To appear in ICCV 2017. Total 17 pages including the supplementary material 

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Submodular Trajectory Optimization for Aerial 3D Scanning

Aug 04, 2017
Mike Roberts, Debadeepta Dey, Anh Truong, Sudipta Sinha, Shital Shah, Ashish Kapoor, Pat Hanrahan, Neel Joshi

* Accepted for publication at the International Conference on Computer Vision (ICCV) 2017; Supplementary video: http://www.youtube.com/watch?v=89fFmfVZSO8 

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Highly curved image sensors: a practical approach for improved optical performance

Jun 20, 2017
Brian Guenter, Neel Joshi, Richard Stoakley, Andrew Keefe, Kevin Geary, Ryan Freeman, Jake Hundley, Pamela Patterson, David Hammon, Guillermo Herrera, Elena Sherman, Andrew Nowak, Randall Schubert, Peter Brewer, Louis Yang, Russell Mott, Geoff McKnight

* Opt. Express 25, 13010-13023 (2017) 

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Lens Factory: Automatic Lens Generation Using Off-the-shelf Components

Jul 16, 2015
Libin Sun, Brian Guenter, Neel Joshi, Patrick Therien, James Hays

* 12 pages, 18 figures 

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