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ICCV
2001
IEEE
14 years 12 months ago
Topology Free Hidden Markov Models: Application to Background Modeling
Hidden Markov Models (HMMs) are increasingly being used in computer vision for applications such as: gesture analysis, action recognition from video, and illumination modeling. Th...
Bjoern Stenger, Visvanathan Ramesh, Nikos Paragios...
ICCV
2001
IEEE
14 years 12 months ago
Propagation of Innovative Information in Non-Linear Least-Squares Structure from Motion
We present a new technique that improves upon existing structure from motion (SFM) methods. We propose a SFM algorithm that is both recursive and optimal. Our method incorporates ...
Drew Steedly, Irfan A. Essa
ICCV
2001
IEEE
14 years 12 months ago
The Space of All Stereo Images
A theory of stereo image formation is presented that enables a complete classification of all possible stereo views, including non-perspective varieties. Towards this end, the not...
Steven M. Seitz
ICCV
2001
IEEE
14 years 12 months ago
Accurate Optical Flow in Noisy Image Sequences
Optical Flow estimation in noisy image sequences requires a special denoising strategy. Towards this end we introduce a new tensor-driven anisotropic diffusion scheme which is des...
Hagen Spies, Hanno Scharr
ICCV
2001
IEEE
14 years 12 months ago
Recognition of Shapes by Editing Shock Graphs
Thomas B. Sebastian, Philip N. Klein, Benjamin B. ...
ICCV
2001
IEEE
14 years 12 months ago
Stochastic Road Shape Estimation
We describe a new system for estimating road shape ahead of a vehicle for the purpose of driver assistance. The method utilises a single on board colour camera, together with iner...
Ben Southall, Camillo J. Taylor
ICCV
2001
IEEE
14 years 12 months ago
Stochastic Processes in Vision: From Langevin to Beltrami
Diffusion processes which are widely used in low level vision are presented as a result of an underlying stochastic process. The short-time non-linear diffusion is interpreted as ...
Nir A. Sochen
ICCV
2001
IEEE
14 years 12 months ago
Generalized Mosaicing
Yoav Y. Schechner, Shree K. Nayar
ICCV
2001
IEEE
14 years 12 months ago
Dynamic Textures
Stefano Soatto, Gianfranco Doretto, Ying Nian Wu