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COMSIS
2010
15 years 1 months ago
Effective semi-supervised nonlinear dimensionality reduction for wood defects recognition
Dimensionality reduction is an important preprocessing step in high-dimensional data analysis without losing intrinsic information. The problem of semi-supervised nonlinear dimensi...
Zhao Zhang, Ning Ye
116
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CORR
2010
Springer
110views Education» more  CORR 2010»
15 years 1 months ago
Learning Multi-modal Similarity
In many applications involving multi-media data, the definition of similarity between items is integral to several key tasks, including nearest-neighbor retrieval, classification,...
Brian McFee, Gert R. G. Lanckriet
105
Voted
CORR
2010
Springer
104views Education» more  CORR 2010»
15 years 1 months ago
FreePub: Collecting and Organizing Scientific Material Using Mindmaps
This paper presents a creativity support tool, called FreePub, to collect and organize scientific material using mindmaps. Mindmaps are visual, graph-based represenations of concep...
Theodore Dalamagas, Tryfon Farmakakis, Manolis Mar...
167
Voted
CVPR
2010
IEEE
15 years 1 months ago
Performance evaluation of color correction approaches for automatic multi-view image and video stitching
Many different automatic color correction approaches have been proposed by different research communities in the past decade. However, these approaches are seldom compared, so the...
Wei Xu, Jane Mulligan
152
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ICIAR
2010
Springer
15 years 28 days ago
Image Segmentation for Robots: Fast Self-adapting Gaussian Mixture Model
Image segmentation is a critical low-level visual routine for robot perception. However, most image segmentation approaches are still too slow to allow real-time robot operation. I...
Nicola Greggio, Alexandre Bernardino, José ...
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