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author:

Lin, Yuqing (Lin, Yuqing.) [1] | Niu, Yuzhen (Niu, Yuzhen.) [2] (Scholars:牛玉贞) | Lin, Jiawen (Lin, Jiawen.) [3] | Zhang, Haifeng (Zhang, Haifeng.) [4]

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CPCI-S

Abstract:

With the diversified development of the digital devices, such as computer, mobile phone, pad and television, how to resize an image or video to adapt to different display screens has been attracting more and more peoples' attention. Seam carving has been an important method for image resizing. If multiple removed or inserted seams are located within a certain region, it can lead to discontinuity image content. Besides, the salient objects tend to be destroyed if the energy function only contains the gradient information. Therefore, we propose an accumulative energy based seam carving method for image resizing. When removing a certain seam, we distribute the energy of each pixel on the seam to its adjacent 8-connected pixels in order to avoid the extreme concentration of seams, especially within a texture region. In addition, we add the image saliency and the edge information into the energy function to reduce the distortion. Since the computational complexity of seam carving method is very high, we use parallel computing environment to achieve efficient computation. Experimental results show that compared with the existing methods, our method can both avoid the discontinuity of image content and distortions as well as better maintain the shape of the salient objects.

Keyword:

Accumulative energy Edge detection Image resizing Optimal seam Saliency detection Seam carving

Community:

  • [ 1 ] [Lin, Yuqing]Fuzhou Univ, Coll Math & Comp Sci, Fuzhou, Fujian, Peoples R China
  • [ 2 ] [Niu, Yuzhen]Fuzhou Univ, Coll Math & Comp Sci, Fuzhou, Fujian, Peoples R China
  • [ 3 ] [Lin, Jiawen]Fuzhou Univ, Coll Math & Comp Sci, Fuzhou, Fujian, Peoples R China
  • [ 4 ] [Zhang, Haifeng]Fuzhou Univ, Coll Math & Comp Sci, Fuzhou, Fujian, Peoples R China
  • [ 5 ] [Niu, Yuzhen]Fujian Prov Key Lab Network Comp & Intelligent In, Fujian, Peoples R China

Reprint 's Address:

  • 牛玉贞

    [Niu, Yuzhen]Fuzhou Univ, Coll Math & Comp Sci, Fuzhou, Fujian, Peoples R China;;[Niu, Yuzhen]Fujian Prov Key Lab Network Comp & Intelligent In, Fujian, Peoples R China

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Source :

2016 17TH INTERNATIONAL CONFERENCE ON PARALLEL AND DISTRIBUTED COMPUTING, APPLICATIONS AND TECHNOLOGIES (PDCAT)

Year: 2016

Page: 366-371

Language: English

Cited Count:

WoS CC Cited Count: 1

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 0

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