scholarly journals Symmetric Non-rigid Structure from Motion for Category-Specific Object Structure Estimation

2016 ◽  
pp. 408-424 ◽  
Author(s):  
Yuan Gao ◽  
Alan L. Yuille
Keyword(s):  
Structure From Motion ◽  
Object Structure ◽  
Rigid Structure ◽  
Structure Estimation ◽  
Specific Object

scholarly journals A Benchmark and Evaluation of Non-Rigid Structure from Motion

2020 ◽  
Author(s):  
Sebastian Hoppe Nesgaard Jensen ◽  
Mads Emil Brix Doest ◽  
Henrik Aanæs ◽  
Alessio Del Bue
Keyword(s):  
Computer Vision ◽  
Structure From Motion ◽  
State Of The Art ◽  
The State ◽  
Quality Data ◽  
Data Set ◽  
Rigid Structure ◽  
Public Data ◽  
3D Information ◽  
Further Development

AbstractNon-rigid structure from motion (nrsfm), is a long standing and central problem in computer vision and its solution is necessary for obtaining 3D information from multiple images when the scene is dynamic. A main issue regarding the further development of this important computer vision topic, is the lack of high quality data sets. We here address this issue by presenting a data set created for this purpose, which is made publicly available, and considerably larger than the previous state of the art. To validate the applicability of this data set, and provide an investigation into the state of the art of nrsfm, including potential directions forward, we here present a benchmark and a scrupulous evaluation using this data set. This benchmark evaluates 18 different methods with available code that reasonably spans the state of the art in sparse nrsfm. This new public data set and evaluation protocol will provide benchmark tools for further development in this challenging field.

Non-rigid structure from motion using ranklet-based tracking and non-linear optimization

2007 ◽  
Vol 25 (3) ◽  
pp. 297-310 ◽  
Author(s):  
A. Del Bue ◽  
F. Smeraldi ◽  
L. Agapito
Keyword(s):  
Structure From Motion ◽  
Linear Optimization ◽  
Rigid Structure ◽  
Non Linear

A local deviation constraint based non-rigid structure from motion approach

2020 ◽  
pp. 1-10
Author(s):  
Xia Chen ◽  
Zhan-Li Sun ◽  
Kin-Man Lam ◽  
Zhigang Zeng
Keyword(s):  
Structure From Motion ◽  
Rigid Structure ◽  
Local Deviation

scholarly journals Non-Rigid Structure Estimation in Trajectory Space from Monocular Vision

Sensors ◽  
2015 ◽  
Vol 15 (10) ◽  
pp. 25730-25745 ◽  
Author(s):  
Yaming Wang ◽  
Lingling Tong ◽  
Mingfeng Jiang ◽  
Junbao Zheng
Keyword(s):  
Monocular Vision ◽  
Trajectory Space ◽  
Rigid Structure ◽  
Structure Estimation
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