Digital camera zooming based on unified CFA image processing steps

被引:43
作者
Lukac, R [1 ]
Martin, K [1 ]
Plataniotis, KN [1 ]
机构
[1] Univ Toronto, Bell Canada Multimedia Lab, Edward S Rogers Dept ECE, Toronto, ON M5S 3G4, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
camera image processing; Bayer pattern; color filter array interpolation; color image restoration; image zooming; demosaicked image postprocessing;
D O I
10.1109/TCE.2004.1277836
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
A unified camera image processing system that performs zooming and full color image reconstruction for single-sensor digital cameras is introduced Compact and low-cost single-sensor solutions often lack optical zooming capabilities and thus depend-on digital techniques. However, the computational power required for high-quality output using traditional techniques is generally too prohibitive to implement in such devices. The proposed scheme employs a small number of reusable, low-complexity operations and a consistent color model throughout to achieve high-quality zoomed output that is practical for hardware implementation. The high-level system components are color filter array (CFA) zooming, CFA interpolation (demosaicking) and demosaicked image postprocessing. The resulting output is consistently superior to other methods.(1).
引用
收藏
页码:15 / 24
页数:10
相关论文
共 7 条
  • [1] A locally adaptive zooming algorithm for digital images
    Battiato, S
    Gallo, G
    Stanco, F
    [J]. IMAGE AND VISION COMPUTING, 2002, 20 (11) : 805 - 812
  • [2] Bayer B.E., 1976, U.S. Patent, Patent No. 3971065
  • [3] Hur BS, 2001, IEEE T CONSUM ELECTR, V47, P179, DOI 10.1109/30.920437
  • [4] Perceptual assessment of demosaicing algorithm performance
    Longère, P
    Zhang, XM
    Delahunt, PB
    Brainard, DH
    [J]. PROCEEDINGS OF THE IEEE, 2002, 90 (01) : 123 - 132
  • [5] LUKAC R, IEEE T CIRCUIT SYSTE
  • [6] Demosaicking methods for Bayer color arrays
    Ramanath, R
    Snyder, WE
    Bilbro, GL
    Sander, WA
    [J]. JOURNAL OF ELECTRONIC IMAGING, 2002, 11 (03) : 306 - 315
  • [7] Software pixel interpolation for digital still cameras suitable for a 32-bit MCU
    Sakamoto, T
    Nakanishi, C
    Hase, T
    [J]. IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, 1998, 44 (04) : 1342 - 1352