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» Dimensionality Reduction with Image Data
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CARS
2003
14 years 11 months ago
Seeing and understanding 3-d medical images through 2-d renditions
The efficiency of data analysis of 3-d measurement data such as medical images can be enhanced if the expert user is enabled to incorporate his knowledge into the analysis process ...
Klaus D. Tönnies
ICIP
2010
IEEE
14 years 8 months ago
Randomly driven fuzzy key extraction of unclonable images
In this paper, we develop an adjustable Fuzzy Extractor using the Physical Unclonable Functions (PUF) obtained by a common laser engraving method to sign physical objects. In part...
Saloomeh Shariati, Laurent Jacques, Françoi...
JMLR
2006
148views more  JMLR 2006»
14 years 10 months ago
Computational and Theoretical Analysis of Null Space and Orthogonal Linear Discriminant Analysis
Dimensionality reduction is an important pre-processing step in many applications. Linear discriminant analysis (LDA) is a classical statistical approach for supervised dimensiona...
Jieping Ye, Tao Xiong
MLDM
2009
Springer
15 years 4 months ago
A Two-fold PCA-Approach for Inter-Individual Recognition of Emotions in Natural Walking
This paper describes recognition of emotions of an unkown person during natural walking. As gait data is redundant, high dimensional and variable, effective feature extraction is ...
Michelle Karg, Robert Jenke, Kolja Kühnlenz, ...
ALMOB
2006
135views more  ALMOB 2006»
14 years 10 months ago
P-value based visualization of codon usage data
Two important and not yet solved problems in bacterial genome research are the identification of horizontally transferred genes and the prediction of gene expression levels. Both ...
Peter Meinicke, Thomas Brodag, Wolfgang Florian Fr...