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ICPR
2008
IEEE
11 years 6 months ago
Large margin AR model for time series classification
B. Venkataramana B. Kini, C. Chandra Sekhar
ICPR
2008
IEEE
11 years 6 months ago
Improving Gaussian processes classification by spectral data reorganizing
We improve Gaussian processes (GP) classification by reorganizing the (non-stationary and anisotropic) data to better fit to the isotropic GP kernel. First, the data is partitione...
Hang Zhou, David Suter
ICPR
2008
IEEE
11 years 6 months ago
Non-linear feature extraction by linear PCA using local kernel
This paper presents how to extract non-linear features by linear PCA. KPCA is effective but the computational cost is the drawback. To realize both non-linearity and low computati...
Kazuhiro Hotta
ICPR
2008
IEEE
11 years 6 months ago
Dynamic structure from motion based on nonlinear adaptive observers
Structure and motion estimation from long image sequences is a an important and difficult problem in computer vision. We propose a novel approach based on nonlinear and adaptive ...
Ola Dahl, Anders Heyden
ICPR
2008
IEEE
11 years 6 months ago
Group-based meta-classification
Virtually all existing classification techniques label one sample at a time. In this paper, we highlight the potential benefits of group based classification (GBC), where the clas...
Noor Azah Samsudin, Andrew Bradley
ICPR
2008
IEEE
11 years 6 months ago
Automatic generation of optimum classification cascades
In this paper, we present a novel technique to automatically generate optimum classification cascades. Given a powerful classifier SF with satisfactory accuracy and a set of N cla...
Ezzat Ali El-Sherif, Sherif Abdelazeem, M. Fathy A...
ICPR
2008
IEEE
11 years 6 months ago
Visualization of transitions of developing of hepatitis C virus-associated hepatocellular carcinoma
In our previous study, we visualized microarray data of hepatocellular carcinoma (HCC) by using selforganizing-map, and investigated molecular signature representing the developme...
Takanobu Miyamoto, Yusuke Fujita, Shunji Uchimura,...
ICPR
2008
IEEE
11 years 6 months ago
Fractal-based system for Arabic/Latin, printed/handwritten script identification
In this paper, we present multilingual automatic identification of Arabic and Latin in both handwritten and printed script. The proposed scheme is based, Firstly, on morphological...
Sami Ben Moussa, Abderrazak Zahour, Abdellatif Ben...
ICPR
2008
IEEE
11 years 6 months ago
A study of on-line handwritten chemical expressions recognition
In this paper, we study the major modules of on-line handwritten chemical expressions recognition. We propose a novel two-level algorithm to recognize expressions. In the first le...
Jufeng Yang, Guangshun Shi, Kai Wang, Qian Geng, Q...
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