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SCIA
2005
Springer
166views Image Analysis» more  SCIA 2005»
15 years 5 months ago
Clustering Based on Principal Curve
Clustering algorithms are intensively used in the image analysis field in compression, segmentation, recognition and other tasks. In this work we present a new approach in clusteri...
Ioan Cleju, Pasi Fränti, Xiaolin Wu
CIKM
2010
Springer
14 years 10 months ago
Visualization and clustering of crowd video content in MPCA subspace
This paper presents a novel approach for the visualization and clustering of crowd video contents by using multilinear principal component analysis (MPCA). In contrast to feature-...
Haiping Lu, How-Lung Eng, Myo Thida, Konstantinos ...
JMIV
2006
176views more  JMIV 2006»
14 years 11 months ago
Centroidal Voronoi Tessellation Algorithms for Image Compression, Segmentation, and Multichannel Restoration
Centroidal Voronoi tessellations (CVT's) are special Voronoi tessellations for which the generators of the tessellation are also the centers of mass (or means) of the Voronoi ...
Qiang Du, Max Gunzburger, Lili Ju, Xiaoqiang Wang
CVPR
1999
IEEE
16 years 1 months ago
Color Image Segmentation
In this work, a new approach to fully automatic color image segmentation, called JSEG, is presented. First, colors in the image are quantized to several representing classes tha...
Yining Deng, B. S. Manjunath, Hyundoo Shin
IROS
2008
IEEE
114views Robotics» more  IROS 2008»
15 years 6 months ago
Fast color/texture segmentation for outdoor robots
— We present a fast integrated approach for online segmentation of images for outdoor robots. A compact color and texture descriptor has been developed to describe local color an...
Morten Rufus Blas, Motilal Agrawal, Aravind Sundar...