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Trilevel Neural Architecture Search for Efficient Single Image Super-Resolution

Jan 17, 2021
Yan Wu, Zhiwu Huang, Suryansh Kumar, Rhea Sanjay Sukthanker, Radu Timofte, Luc Van Gool


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Uncalibrated Neural Inverse Rendering for Photometric Stereo of General Surfaces

Dec 12, 2020
Berk Kaya, Suryansh Kumar, Carlos Oliveira, Vittorio Ferrari, Luc Van Gool

* 18 pages, 21 Figures, 4 tables 

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Neural Architecture Search of SPD Manifold Networks

Oct 27, 2020
Rhea Sanjay Sukthanker, Zhiwu Huang, Suryansh Kumar, Erik Goron Endsjo, Yan Wu, Luc Van Gool

* Info: 19 pages, 11 Figures, and 9 Tables 

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Dense Non-Rigid Structure from Motion: A Manifold Viewpoint

Jun 15, 2020
Suryansh Kumar, Luc Van Gool, Carlos E. P. de Oliveira, Anoop Cherian, Yuchao Dai, Hongdong Li

* A comprehensive version that combines our cvpr 2018 and cvpr 2019 work (Still under development and refinement, Initial Version). 13 Figures, 1 Table. arXiv admin note: text overlap with arXiv:1902.01077 

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Superpixel Soup: Monocular Dense 3D Reconstruction of a Complex Dynamic Scene

Nov 19, 2019
Suryansh Kumar, Yuchao Dai, Hongdong Li

* 12 pages, 18 Figures, 2 Tables. Accepted for publication in IEEE, T-PAMI 2019 Journal. arXiv version is slightly different from the camera ready submission. arXiv admin note: text overlap with arXiv:1708.04398 

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Jumping Manifolds: Geometry Aware Dense Non-Rigid Structure from Motion

Mar 23, 2019
Suryansh Kumar

* 10 Pages, 7 Figures, 1 Table. Accepted for publication in IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2019. Acknowledgement added 

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Non-Rigid Structure from Motion: Prior-Free Factorization Method Revisited

Mar 23, 2019
Suryansh Kumar

* 7 Fig. and 2 Tab. I dedicate this work to my supervisors Prof.Yuchao Dai and Prof.Hongdong Li. Their comments, positive feedback, reaction and discussion about this work mattered the most to me. Thank you Yuchao and Hongdong. Thanks to Prof.C. Olsson and Dr.V. Larsson for providing the movie dataset namely Iron man, Kingkong and Tiger sequence which I used in the analysis of this work 

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Dense Depth Estimation of a Complex Dynamic Scene without Explicit 3D Motion Estimation

Mar 23, 2019
Suryansh Kumar, Ram Srivatsav Ghorakavi, Yuchao Dai, Hongdong Li

* Extension to our ICCV'17 work. 10 pages, 10 Figures, 2 tables 

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A Motion Free Approach to Dense Depth Estimation in Complex Dynamic Scene

Feb 11, 2019
Suryansh Kumar, Ram Srivatsav Ghorakavi, Yuchao Dai, Hongdong Li

* Extension to our ICCV'17 work. 10 pages, 10 Figures, 2 tables 

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Scalable Dense Non-rigid Structure-from-Motion: A Grassmannian Perspective

Mar 23, 2018
Suryansh Kumar, Anoop Cherian, Yuchao Dai, Hongdong Li

* 10 pages, 7 figure, 4 tables. Accepted for publication in Conference on Computer Vision and Pattern Recognition (CVPR), 2018, typos fixed and acknowledgement added 

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Monocular Dense 3D Reconstruction of a Complex Dynamic Scene from Two Perspective Frames

Dec 20, 2017
Suryansh Kumar, Yuchao Dai, Hongdong Li

* International Conference on Computer Vision (ICCV) 2017 pp: 4649-4657 

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Spatial-Temporal Union of Subspaces for Multi-body Non-rigid Structure-from-Motion

May 14, 2017
Suryansh Kumar, Yuchao Dai, Hongdong Li

* Author version of this paper has been accepted by Pattern Recognition Journal in the special issue on Articulated Motion and Deformable Objects. This work was originally submitted to ACCV 16 conference on 27th May 2016 for review 

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Multi-body Non-rigid Structure-from-Motion

Jul 15, 2016
Suryansh Kumar, Yuchao Dai, Hongdong Li

* 21 pages, 16 figures 

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