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Interactive Segmentation and Visualization for Tiny Objects in Multi-megapixel Images


Apr 21, 2022
Chengyuan Xu, Boning Dong, Noah Stier, Curtis McCully, D. Andrew Howell, Pradeep Sen, Tobias Höllerer

* 6 pages, 4 figures. Accepted by CVPR 2022 Demo Program 

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VoRTX: Volumetric 3D Reconstruction With Transformers for Voxelwise View Selection and Fusion


Dec 01, 2021
Noah Stier, Alexander Rich, Pradeep Sen, Tobias Höllerer

* 3DV 2021 

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3DVNet: Multi-View Depth Prediction and Volumetric Refinement


Dec 01, 2021
Alexander Rich, Noah Stier, Pradeep Sen, Tobias Höllerer

* 10 pages, 6 figures, 3 tables. Accepted to 3DV 2021 

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Sparse Fusion for Multimodal Transformers


Nov 24, 2021
Yi Ding, Alex Rich, Mason Wang, Noah Stier, Matthew Turk, Pradeep Sen, Tobias Höllerer

* 11 pages, 4 figures, 5 tables, Yi Ding and Alex Rich contributed equally 

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Cosmic-CoNN: A Cosmic Ray Detection Deep-Learning Framework, Dataset, and Toolkit


Jun 28, 2021
Chengyuan Xu, Curtis McCully, Boning Dong, D. Andrew Howell, Pradeep Sen

* 18 pages, 13 figures, 3 tables. Submitted to AAS Journals. See https://github.com/cy-xu/cosmic-conn for the open-source software and https://zenodo.org/record/5034763 for the dataset 

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Noise-Aware Saliency Prediction for Videos with Incomplete Gaze Data


Apr 16, 2021
Ekta Prashnani, Orazio Gallo, Joohwan Kim, Josef Spjut, Pradeep Sen, Iuri Frosio


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Binary TTC: A Temporal Geofence for Autonomous Navigation


Jan 12, 2021
Abhishek Badki, Orazio Gallo, Jan Kautz, Pradeep Sen


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Bi3D: Stereo Depth Estimation via Binary Classifications


Jun 01, 2020
Abhishek Badki, Alejandro Troccoli, Kihwan Kim, Jan Kautz, Pradeep Sen, Orazio Gallo

* To be presented at CVPR 2020 

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Meshlet Priors for 3D Mesh Reconstruction


Jan 06, 2020
Abhishek Badki, Orazio Gallo, Jan Kautz, Pradeep Sen


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PieAPP: Perceptual Image-Error Assessment through Pairwise Preference


Jun 06, 2018
Ekta Prashnani, Hong Cai, Yasamin Mostofi, Pradeep Sen

* E. Prashnani, H. Cai, Y. Mostofi and P. Sen. PieAPP: Perceptual Image-Error Assessment through Pairwise Preference. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2018 
* 8 pages; 5 figures; proceedings of CVPR 2018 

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Patch-Based Image Hallucination for Super Resolution with Detail Reconstruction from Similar Sample Images


Jun 03, 2018
Chieh-Chi Kao, Yuxiang Wang, Jonathan Waltman, Pradeep Sen

* 13 pages, 8 figures, submitted to IEEE Transactions on Multimedia, under revision 

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Improving the Resolution of CNN Feature Maps Efficiently with Multisampling


May 28, 2018
Shayan Sadigh, Pradeep Sen

* Preprint 

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Localization-Aware Active Learning for Object Detection


Jan 16, 2018
Chieh-Chi Kao, Teng-Yok Lee, Pradeep Sen, Ming-Yu Liu


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GraphMatch: Efficient Large-Scale Graph Construction for Structure from Motion


Oct 04, 2017
Qiaodong Cui, Victor Fragoso, Chris Sweeney, Pradeep Sen

* Published at IEEE 3DV 2017 

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ANSAC: Adaptive Non-minimal Sample and Consensus


Sep 27, 2017
Victor Fragoso, Chris Sweeney, Pradeep Sen, Matthew Turk


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