IDR-QR: Incremental Dimension Reduction Algorithm via QR Decomposition (Java)
IEE Transactions on Knowledge and Data Engineering, Vol. 17, No. 9,

Abstract:
Dimension reduction is a critical data preprocessing step for many database and data mining applications, such as efficient storage and retrieval of high-dimensional data. In the literature, a well-known dimension reduction algorithm is Linear Discriminant Analysis (LDA). The common aspect of previously proposed LDA-based algorithms is the use of Singular Value Decomposition (S ....etc

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This report addresses the problem of software correction of spatially variant blur in digital images. The problem arises when the camera optics contains flaws, when the scene contains multiple moving objects with different relative motion or the camera itself is i.e. rotated. Compensation through deconvolving is impossible due to the shift-variance in the PSF hence alternative methods are required. There are a number of suggested methods published. This report evaluates two method

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1. aim r objective
2. software
3.input
4. output
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HIERARCHICAL COLOR CORRECTION FOR CELL PHONE CAMERA IMAGES


Presented by
CH.RAMESH
(06C61A0414)

ABSTRACT
For enhancing the color of digital images obtained from low-quality digital image capture devices ,we propose color correction algorithm.
The hierarchical color correction is performed in three stages.
We compare the performance of the proposed method to other commercial color correction algorithms on cell phone camera images.

INTRODUCTION
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