Bimonthly    Since 1986
ISSN 1004-9037
Publication Details
Edited by: Editorial Board of Journal of Data Acquisition and Processing
P.O. Box 2704, Beijing 100190, P.R. China
Sponsored by: Institute of Computing Technology, CAS & China Computer Federation
Undertaken by: Institute of Computing Technology, CAS
Published by: SCIENCE PRESS, BEIJING, CHINA
Distributed by:
China: All Local Post Offices
 
   
      07 April 2023, Volume 38 Issue 2   
    Article

    HIGH-THROUGHPUT AND DYNAMIC POWER AWARE GLOBAL OPTICAL FLOW METHOD USING CLOCK GATING AND MRP
    1T. Lakshmi Bhargavi, 2G. Suneetha, 3 k.Babu Rao, 4 Dr.B.Nancharaiah.
    Journal of Data Acquisition and Processing, 2023, 38 (2): 3381-3393 . 

    Abstract

    Optical Flow (OF) approaches for motion estimation calculate vector fields for the apparent velocities of objects in image sequences. Most very-large-scale integration (VLSI) designs of the global optical flow method focus on reducing external memory accesses due to global and iterative processes for low power operation in mobile systems. However, to achieve this goal, considerable amounts of resources are used and the throughput is decreased. To address these issues, we propose a multi row based propagation approach and an efficient VLSI architecture. This approach divides an image into multiple small sub images. The flow of each sub image is then estimated sequentially using a small amount of internal memory without accessing any external memory. To avoid discontinuity artifacts stemming from the boundaries of the sub images, boundary conditions are imposed based on the smoothness of the optical flow. In addition, the main equations of the global optical flow method are simplified to boost the processing speed. Further this project is enhanced by using clock gating based memory in order to reduce both power and throughput.

    Keyword

    Clock Gating, artifacts, Optical flow, multi row based propagation, Memory organization


    PDF Download (click here)

SCImago Journal & Country Rank

ISSN 1004-9037

         

Home
Editorial Board
Author Guidelines
Subscription
Journal of Data Acquisition and Processing
Institute of Computing Technology, Chinese Academy of Sciences
P.O. Box 2704, Beijing 100190 P.R. China
E-mail: info@sjcjycl.cn
 
  Copyright ©2015 JCST, All Rights Reserved