Reconfigurable Processor for Energy-Efficient Computational Photography

被引:14
作者
Rithe, Rahul [1 ]
Raina, Priyanka [1 ]
Ickes, Nathan [1 ]
Tenneti, Srikanth V. [2 ]
Chandrakasan, Anantha P. [1 ]
机构
[1] MIT, Microsyst Technol Labs, Cambridge, MA 02139 USA
[2] CALTECH, Pasadena, CA 91106 USA
关键词
Bilateral filtering; bilateral grid; computational photography; high-dynamic-range (HDR) imaging; low-power electronics; low-voltage operation; voltage scaling; ENHANCEMENT; FLASH; MW;
D O I
10.1109/JSSC.2013.2282614
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 an on-chip implementation of a scalable reconfigurable bilateral filtering processor for computational photography applications such as HDR imaging, low-light enhancement, and glare reduction. Careful pipelining and scheduling has minimized the local storage requirement to tens of kB. The 40-nm CMOS test chip operates from 98 MHz at 0.9 V to 25 MHz at 0.5 V. The test chip processes 13 megapixels/s while consuming 17.8 mW at 98 MHz and 0.9 V, achieving significant energy reduction compared with software implementations on recent mobile processors.
引用
收藏
页码:2908 / 2919
页数:12
相关论文
共 25 条
  • [1] Two-scale tone management for photographic look
    Bae, Soonmin
    Paris, Sylvain
    Durand, Fredoo
    [J]. ACM TRANSACTIONS ON GRAPHICS, 2006, 25 (03): : 637 - 645
  • [2] Video enhancement using per-pixel virtual exposures
    Bennett, EP
    McMillan, L
    [J]. ACM TRANSACTIONS ON GRAPHICS, 2005, 24 (03): : 845 - 852
  • [3] Automatic panoramic image stitching using invariant features
    Brown, Matthew
    Lowe, David G.
    [J]. INTERNATIONAL JOURNAL OF COMPUTER VISION, 2007, 74 (01) : 59 - 73
  • [4] Design issues for dynamic voltage scaling
    Burd, TD
    Brodersen, RW
    [J]. ISLPED '00: PROCEEDINGS OF THE 2000 INTERNATIONAL SYMPOSIUM ON LOW POWER ELECTRONICS AND DESIGN, 2000, : 9 - 14
  • [5] Calhoun B. H., 2004, P IEEE INT S LOW POW, P90
  • [6] Chen J, 2007, ACM T GRAPHIC, V26, DOI [10.1109/SARNOF.2007.4567317, 10.1145/1276377.1276506, 10.1145/1239451.1239554]
  • [7] Debevec P. E., 1997, Computer Graphics Proceedings, SIGGRAPH 97, P369, DOI 10.1145/258734.258884
  • [8] Durand F, 2002, ACM T GRAPHIC, V21, P257, DOI 10.1145/566570.566574
  • [9] Flash photography enhancement via intrinsic relighting
    Eisemann, E
    Durand, F
    [J]. ACM TRANSACTIONS ON GRAPHICS, 2004, 23 (03): : 673 - 678
  • [10] Levin A., 2011, 2011 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), P2657, DOI 10.1109/CVPR.2011.5995308