ICCV
2005
IEEE
14 years 6 months ago
2005
IEEE
In this paper we propose an approach to vehicle classification under a mid-field surveillance framework. We develop a repeatable and discriminative feature based on edge points an...
ICCV
2005
IEEE
14 years 6 months ago
2005
IEEE
We present a two-layer hierarchical formulation to exploit different levels of contextual information in images for robust classification. Each layer is modeled as a conditional f...
ICCV
2005
IEEE
14 years 6 months ago
2005
IEEE
We propose a unified framework based on a general definition of geometric transform (GeT) for modeling appearance. GeT represents the appearance by applying designed functionals o...
ICCV
2005
IEEE
14 years 6 months ago
2005
IEEE
This paper addresses the problem of deducing the surface shape of an object given just the surface normals. Many shape measurement algorithms such as shape from shading and shape ...
ICCV
2005
IEEE
2005
IEEE
Is Levenberg-Marquardt the Most Efficient Optimization Algorithm for Implementing Bundle Adjustment?
14 years 6 months ago
In order to obtain optimal 3D structure and viewing parameter estimates, bundle adjustment is often used as the last step of feature-based structure and motion estimation algorith...
ICCV
2005
IEEE
14 years 6 months ago
2005
IEEE
ICCV
2005
IEEE
14 years 6 months ago
2005
IEEE
ICCV
2005
IEEE
14 years 6 months ago
2005
IEEE
A new framework is presented that uses tools from duality theory of linear programming to derive graph-cut based combinatorial algorithms for approximating NP-hard classification ...
ICCV
2005
IEEE
14 years 6 months ago
2005
IEEE
ICCV
2005
IEEE
14 years 6 months ago
2005
IEEE
In this work we deal with the problem of modelling and exploiting the interaction between the processes of image segmentation and object categorization. We propose a novel framewo...