IMAGE RETARGETING BASED ON SPATIALLY VARYING DEFOCUS BLUR MAP

被引:0
作者
Karaali, Ali [1 ]
Jung, Claudio Rosito [1 ]
机构
[1] Univ Fed Rio Grande Sul UFRGS, Inst Informat, Porto Alegre, RS, Brazil
来源
2016 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP) | 2016年
关键词
Defocus blur; image retargeting; SINGLE-IMAGE;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper presents a new image retargeting method that explores blur information. Given the input image, we compute the blur map and estimate in-focus regions. For retargeting, we first try to crop image boundaries as much as possible (preserving in-focus regions). If cropping is not enough, we use seam carving exploring a novel blur-aware energy function that concentrates the seams in blurred regions of the image. Experimental results show that the proposed blur-aware retargeting scheme works better at preserving in-focus objects than other competitive retargeting algorithms.
引用
收藏
页码:2693 / 2697
页数:5
相关论文
共 17 条
  • [1] [Anonymous], 2007, 2007 IEEE 11 INT C C, DOI DOI 10.1109/ICCV.2007.4409010
  • [2] Seam carving for content-aware image resizing
    Avidan, Shai
    Shamir, Ariel
    [J]. ACM TRANSACTIONS ON GRAPHICS, 2007, 26 (03):
  • [3] Defocus magnification
    Bac, Soorimin
    Durand, Fredo
    [J]. COMPUTER GRAPHICS FORUM, 2007, 26 (03) : 571 - 579
  • [4] Salient Region Detection by UFO: Uniqueness, Focusness and Objectness
    Jiang, Peng
    Ling, Haibin
    Yu, Jingyi
    Peng, Jingliang
    [J]. 2013 IEEE INTERNATIONAL CONFERENCE ON COMPUTER VISION (ICCV), 2013, : 1976 - 1983
  • [5] Karaali A, 2014, IEEE IMAGE PROC, P4597, DOI 10.1109/ICIP.2014.7025932
  • [6] Liu Feng, 2005, P 18 ANN ACM S USER, P153, DOI 10.1145/1095034.1095061
  • [7] Image Retargeting Quality Assessment: A Study of Subjective Scores and Objective Metrics
    Ma, Lin
    Lin, Weisi
    Deng, Chenwei
    Ngan, King Ngi
    [J]. IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING, 2012, 6 (06) : 626 - 639
  • [8] A Comparative Study of Image Retargeting
    Rubinstein, Michael
    Gutierrez, Diego
    Sorkine, Olga
    Shamir, Ariel
    [J]. ACM TRANSACTIONS ON GRAPHICS, 2010, 29 (06):
  • [9] Multi-operator Media Retargeting
    Rubinstein, Michael
    Shamir, Ariel
    Avidan, Shai
    [J]. ACM TRANSACTIONS ON GRAPHICS, 2009, 28 (03):
  • [10] Improved seam carving for video retargeting
    Rubinstein, Michael
    Shamir, Ariel
    Avidan, Shai
    [J]. ACM TRANSACTIONS ON GRAPHICS, 2008, 27 (03):