Journals
  Publication Years
  Keywords
Search within results Open Search
Please wait a minute...
For Selected: Toggle Thumbnails
Parallel design and implementation of synthetic view distortion change algorithm in reconfigurable structure
JIANG Lin, SHI Jiaqi, LI Yuancheng
Journal of Computer Applications    2021, 41 (6): 1734-1740.   DOI: 10.11772/j.issn.1001-9081.2020091462
Abstract280)      PDF (1262KB)(268)       Save
Focused on the high computational time complexity of the depth map based Synthesized View Distortion Change (SVDC) algorithm in 3D High Efficiency Video Coding (3D-HEVC), a new parallelization method of SVDC algorithm based on hybrid granularity was proposed under the reconfigurable array structure. Firstly, the SVDC algorithm was divided into two parts:Virtual View Synthesis (VVS) and distortion value calculation. Secondly, the VVS part was accelerated by pipeline operation, and the distortion value calculation part was accelerated by dividing into two levels:task level, which means dividing the synthesized image according to pixels, and instruction level, that is dividing the distortion values inside the pixel by the calculation process. Finally, a reconfigurable mechanism was used to parallelize the VVS part and distortion value calculation part. Theoretical analysis and hardware simulation results show that, in terms of execution time, the proposed method has the speedup ratio of 2.11 with 4 Process Elements (PEs). Compared with the SVDC algorithms based on Low Level Virtual Machine (LLVM) and Open Multi-Processing (OpenMP), the proposed method has the calculation time reduced by 18.56% and 21.93% respectively. It can be seen that the proposed method can mine the parallelism of the SVDC algorithm, and effectively shorten the execution time of the SVDC algorithm by combining with the characteristics of the reconfigurable array structure.
Reference | Related Articles | Metrics
Optimization of tensor virtual machine operator fusion based on graphic rewriting and fusion exploration
WANG Na, JIANG Lin, LI Yuancheng, ZHU Yun
Journal of Computer Applications    DOI: 10.11772/j.issn.1001-9081.2023091252
Online available: 15 March 2024