Efficient Architecture for Block Parallel Convolution using Two-Dimensional Polyphase Decomposition
Sign Up to like & getrecommendations! Published in 2022 at "Circuits, Systems, and Signal Processing"
DOI: 10.1007/s00034-021-01811-9
Abstract: Ultra-high-definition (UHD) video standards demand processing speed from 60 to 120 fps. These standards require relatively huge resources for providing such high processing speed. In this paper, an area-efficient and high-speed two-dimensional (2D) $$2\times 2$$ 2… read more here.
Keywords: parallel convolution; convolution; times bpsrc; two dimensional ... See more keywords
Reconfigurable Instruction-Based Multicore Parallel Convolution and Its Application in Real-Time Template Matching
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Transactions on Computers"
DOI: 10.1109/tc.2018.2844351
Abstract: Convolution is widely used in scientific computational fields such as digital image processing and machine learning. However, these applications are difficult to execute in realtime because they are computationally intensive. This paper introduces a high-speed… read more here.
Keywords: instruction; multicore parallel; based multicore; convolution ... See more keywords