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BMVC
2010
14 years 7 months ago
Iterative Hyperplane Merging: A Framework for Manifold Learning
We present a framework for the reduction of dimensionality of a data set via manifold learning. Using the building blocks of local hyperplanes we show how a global manifold can be...
Harry Strange, Reyer Zwiggelaar
ICCV
2003
IEEE
15 years 11 months ago
Integrated Edge and Junction Detection with the Boundary Tensor
The boundaries of image regions necessarily consist of edges (in particular, step and roof edges), corners, and junctions. Currently, different algorithms are used to detect each ...
Ullrich Köthe
ICPR
2008
IEEE
15 years 4 months ago
Metal-dielectric object classification by polarization degree map
Material classification of object surfaces from captured image data is an essential problem in computer vision. The present paper proposes a method for stably classifying the mate...
Shoji Tominaga, Tetsuya Yamamoto
AMDO
2004
Springer
15 years 3 months ago
Deformable Object Matching Based on Multi-scale Local Histograms
This paper presents a technique to enable deformable objects to be matched throughout video sequences based on the information provided by the multi-scale local histograms of the i...
Nicolas Pérez de la Blanca, José M. ...
3DIM
2003
IEEE
15 years 3 months ago
Virtual Reconstruction of broken and unbroken Pottery
Motivated by the requirements of the present archaeology, we are developing an automated system for archaeological classification and reconstruction of ceramics. Due to the natur...
Martin Kampel, Robert Sablatnig