Decomposition into low-rank plus additive matrices for background/foreground separation: A review for a comparative evaluation with a large-scale dataset
Background/foreground separation is the first step in video surveillance system to detect
moving objects. Recent research on problem formulations based on decomposition into low …
moving objects. Recent research on problem formulations based on decomposition into low …
On the applications of robust PCA in image and video processing
Robust principal component analysis (RPCA) via decomposition into low-rank plus sparse
matrices offers a powerful framework for a large variety of applications such as image …
matrices offers a powerful framework for a large variety of applications such as image …
[图书][B] Handbook of robust low-rank and sparse matrix decomposition: Applications in image and video processing
Handbook of Robust Low-Rank and Sparse Matrix Decomposition: Applications in Image
and Video Processing shows you how robust subspace learning and tracking by …
and Video Processing shows you how robust subspace learning and tracking by …
Sensitivity in translation averaging
L Manam, VM Govindu - Advances in Neural Information …, 2024 - proceedings.neurips.cc
In 3D computer vision, translation averaging solves for absolute translations given a set of
pairwise relative translation directions. While there has been much work on robustness to …
pairwise relative translation directions. While there has been much work on robustness to …
Spectral synchronization of multiple views in SE (3)
This paper addresses the problem of rigid-motion synchronization (aka motion averaging) in
the Special Euclidean Group SE (3), which finds application in structure-from-motion and …
the Special Euclidean Group SE (3), which finds application in structure-from-motion and …
Correspondence reweighted translation averaging
L Manam, VM Govindu - European Conference on Computer Vision, 2022 - Springer
Translation averaging methods use the consistency of input translation directions to solve for
camera translations. However, translation directions obtained using epipolar geometry are …
camera translations. However, translation directions obtained using epipolar geometry are …
Fusing Directions and Displacements in Translation Averaging
L Manam, VM Govindu - 2024 International Conference on 3D …, 2024 - ieeexplore.ieee.org
Translation averaging solves for 3D camera translations given many pairwise relative
translation directions. The mismatch between inputs (directions) and output estimates …
translation directions. The mismatch between inputs (directions) and output estimates …
Global robust image rotation from combined weighted averaging
In this paper we present a novel rotation averaging scheme as part of our global image
orientation model. This model is based on homologous points in overlapping images and is …
orientation model. This model is based on homologous points in overlapping images and is …