Edge Strength Filter Based Color Filter Array Interpolation

被引:71
|
作者
Pekkucuksen, Ibrahim [1 ]
Altunbasak, Yucel [1 ]
机构
[1] Georgia Inst Technol, Dept Elect & Comp Engn, Atlanta, GA 30332 USA
关键词
Color filter array (CFA) interpolation; demosaicing; edge-directed interpolation; orientation-free edge filter;
D O I
10.1109/TIP.2011.2155073
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
For economic reasons, most digital cameras use color filter arrays instead of beam splitters to capture image data. As a result of this, only one of the required three color samples becomes available at each pixel location and the other two need to be interpolated. This process is called Color Filter Array (CFA) interpolation or demosaicing. Many demosaicing algorithms have been introduced over the years to improve subjective and objective interpolation quality. We propose an orientation-free edge strength filter and apply it to the demosaicing problem. Edge strength filter output is utilized both to improve the initial green channel interpolation and to apply the constant color difference rule adaptively. This simple edge directed method yields visually pleasing results with high CPSNR.
引用
收藏
页码:393 / 397
页数:5
相关论文
共 50 条
  • [21] Single Sensor Color Filter Array Interpolation Algorithms
    RajaRao, C.
    Boddu, Mahesh
    Mandal, Soumitra Kumar
    INFORMATION SYSTEMS DESIGN AND INTELLIGENT APPLICATIONS, VOL 2, 2015, 340 : 295 - 307
  • [22] A linear filtering solution for color filter array interpolation
    Glotzbach, JW
    Schafer, RW
    PROCEEDINGS OF THE 2002 IEEE 10TH DIGITAL SIGNAL PROCESSING WORKSHOP & 2ND SIGNAL PROCESSING EDUCATION WORKSHOP, 2002, : 120 - 124
  • [23] Channel Refined Directional Color Filter Array Interpolation
    Wang, Yiwei
    Peng, Xinyi
    Zhou, Sichen
    Chen, Xiangdong
    PROCEEDINGS OF THE 2016 INTERNATIONAL CONFERENCE ON INTELLIGENT INFORMATION PROCESSING (ICIIP'16), 2016,
  • [24] A Modified Low Power Color Filter Array Interpolation
    Mohanbaabu
    Vinothkumar
    Ponvasanth
    2014 INTERNATIONAL CONFERENCE ON COMMUNICATIONS AND SIGNAL PROCESSING (ICCSP), 2014,
  • [25] New Color Filter Array Interpolation method based on Mixed Color Channel Correlation
    Hua, Yipeng
    Miao, Xiaoyang
    Chen, Xiangdong
    2017 13TH INTERNATIONAL CONFERENCE ON SIGNAL-IMAGE TECHNOLOGY AND INTERNET-BASED SYSTEMS (SITIS), 2017, : 255 - 260
  • [26] Color filter array interpolation using color correlations and directional derivatives
    Kehtarnavaz, N
    Oh, HJ
    Yoo, YJ
    JOURNAL OF ELECTRONIC IMAGING, 2003, 12 (04) : 621 - 632
  • [27] Intermediate Color Interpolation for Color Filter Array containing the White Channel
    Kim, Jonghyun
    Park, Sang Wook
    Kang, Moon Gi
    IMAGE PROCESSING: ALGORITHMS AND SYSTEMS XIII, 2015, 9399
  • [28] High quality color interpolation for color filter array with low complexity
    Lee, Kwon
    Lee, Chulhee
    ADVANCES IN MULTIMEDIA MODELING, PT 2, 2007, 4352 : 314 - +
  • [29] Interpolation and Zooming Techniques Utilizing Edge-weighted Adaptive Filtering for Color Filter Array
    Sornnen, Thanawat
    Kongdenfha, Woralak
    Chiracharit, Werapon
    Chamnongthai, Kosin
    ADVANCES IN MULTIMEDIA INFORMATION PROCESSING-PCM 2010, PT II, 2010, 6298 : 430 - +
  • [30] An Efficient Edge-Based Technique for Color Filter Array Demosaicking
    Lien, Chih-Yuan
    Yang, Fu-Jhong
    Chen, Pei-Yin
    IEEE SENSORS JOURNAL, 2017, 17 (13) : 4067 - 4074