임베디드 GPU에서의 병렬처리를 이용한 모바일 기기에서의 다중뷰 스테레오 정합

Multiview Stereo Matching on Mobile Devices Using Parallel Processing on Embedded GPU

초록

Multiview stereo matching algorithm is used to reconstruct 3D shape from a set of 2D images. Conventional multiview stereo algorithms have been implemented on high-performance hardware due to the heavy complexity that contains a large number of calculations in each step. However, as the performance of mobile graphics processors has recently increased rapidly, complex computer vision algorithms can now be implemented on mobile devices like a smartphone and an embedded board. In this paper we parallelize an multiview stereo algorithm using OpenCL on mobile GPU and provide various optimization techniques on the embedded hardware with limited resource.

키워드

Embedded GPUparallel processingmultiview stereo matchingOpenCL
제목
임베디드 GPU에서의 병렬처리를 이용한 모바일 기기에서의 다중뷰 스테레오 정합
제목 (타언어)
Multiview Stereo Matching on Mobile Devices Using Parallel Processing on Embedded GPU
저자
전윤배박인규
DOI
10.5909/JBE.2019.24.6.1074
발행일
2019-11
유형
Y
저널명
방송공학회 논문지
24
6
페이지
1064 ~ 1071