[图书][B] Robust computer vision: Theory and applications

N Sebe, MS Lew - 2013 - books.google.com
… During the past decade, researchers in computer vision have … both experts and novices in
computer vision. To quote one of … understand even for a non-computer vision expert like me." …

Evaluating scalable bayesian deep learning methods for robust computer vision

FK Gustafsson, M Danelljan… - … on computer vision and …, 2020 - openaccess.thecvf.com
… While deep neural networks have become the go-to approach in computer vision, the vast
… designed to test the robustness required in real-world computer vision applications. We also …

[PDF][PDF] Robust techniques for computer vision

P Meer - Emerging topics in computer vision, 2004 - cs.huji.ac.il
robust techniques are barely mentioned. It is no longer of interest to have an exhaustive
survey of “robust computer vision”. For … of the robust methods in the context of computer vision

Robust regression methods for computer vision: A review

P Meer, D Mintz, A Rosenfeld, DY Kim - … journal of computer vision, 1991 - Springer
… 2.1 Robust Methods in Computer Vision Without trying to give an exhaustive survey, in this
section we enumerate some of the computer vision applications using the robust techniques …

Robust parameter estimation in computer vision

CV Stewart - SIAM review, 1999 - SIAM
VISION … interest among the computer vision community in the use of robust estimation
techniques, which have been developed over the last 25 years in both the computer vision and the …

Robust principal component analysis for computer vision

F De la Torre, MJ Black - … Conference on Computer Vision …, 2001 - ieeexplore.ieee.org
… applications in computer vision is beyond the scope of this paper. We focus here on the robustness
of previous PCA methods. Note that there are two issues of robustness that must be …

[PDF][PDF] Robust clustering with applications in computer vision

JM Jolion, P Meer, S Bataouche - IEEE transactions on pattern …, 1991 - sites.rutgers.edu
… applied to several computer vision problems formulated in the feature … robust estimators;
in Meer et al. [19], we give a detailed analysis of these methods in the context of computer vision

MINPRAN: A new robust estimator for computer vision

CV Stewart - IEEE Transactions on Pattern Analysis and …, 1995 - ieeexplore.ieee.org
… techniques become more important as computer vision systems move from controlled … of
robust techniques have been used in computer vision, some developed within the vision field [6]…

Robust computer vision through kernel density estimation

H Chen, P Meer - … 2002: 7th European Conference on Computer Vision …, 2002 - Springer
… all the robust methods widely used in computer vision can be … different robust techniques
already in use in computer vision … A large class of computer vision problems can be modeled …

A robust competitive clustering algorithm with applications in computer vision

H Frigui, R Krishnapuram - Ieee transactions on pattern …, 1999 - ieeexplore.ieee.org
… of robustness in this paper. A variation of this algorithm that is motivated by robustness can
… , we can apply this algorithm to solve many computer vision problems. The choice of a in (10) …