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An Efficient Method for 2D to 3D Conversion Using Grouping of Images


Author(s):

Shyna Nazar , MARIAN ENGINEERING COLLEGE; Viji T, MARIAN ENGINEERING COLLEGE

Keywords:

Bilateral Filtering, Depth Map Generation, Edge Information, K-Means Clustering, Region Growing

Abstract:

In recent years 3D display has become a trend in visual processing field.3D display provide better visual quality than conventional 2D displays. The three-dimensional (3D) displays requires the depth information which is unavailable in the conventional 2D content. This work presents an algorithm that automatically converts 2D images into 3D ones. The proposed method first divides the image into object groups by choosing an effective grouping method. Based on a hypothesized depth gradient model the depth map is assigned. Next, the depth map is assigned by cooperating with a cross bilateral filter to diminish the blocky artifacts. A Multiview image can be readily generated by processing the filtered image using a depth image based rendering method.


Other Details:

Manuscript Id :IJSTEV2I11257
Published in :Volume : 2, Issue : 11
Publication Date: 01/06/2016
Page(s): 527-534
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