움직임영역을 고려한 연속영상 초해상도 영상 복원Consecutive-Frame Super-Resolution considering Moving Object Region
- Other Titles
- Consecutive-Frame Super-Resolution considering Moving Object Region
- Authors
- 조성민; 정우진; 장경현; 최병인; 문영식
- Issue Date
- Mar-2017
- Publisher
- 한국컴퓨터정보학회
- Keywords
- Super-resolution; Consecutive-frame; Multi-frame; Moving Object Detection
- Citation
- 한국컴퓨터정보학회논문지, v.22, no.3, pp.45 - 51
- Indexed
- KCI
- Journal Title
- 한국컴퓨터정보학회논문지
- Volume
- 22
- Number
- 3
- Start Page
- 45
- End Page
- 51
- URI
- https://scholarworks.bwise.kr/erica/handle/2021.sw.erica/11191
- DOI
- 10.9708/jksci.2017.22.03.045
- ISSN
- 1598-849X
- Abstract
- In this paper, we propose a consecutive-frame super-resolution method to tackle a moving object problem. The super-resolution is a method restoring a high resolution image from a low resolution image. The super-resolution is classified into two types, briefly, single-frame super-resolution and consecutive-frame super-resolution. Typically, the consecutive-frame super-resolution recovers a better than the single-frame super-resolution, because it use more information from consecutive frames. However, the consecutive-frame super-resolution failed to recover the moving object.
Therefore, we proposed an improved method via moving object detection. Experimental results showed that the proposed method restored both the moving object and the background properly.
- Files in This Item
-
Go to Link
- Appears in
Collections - COLLEGE OF COMPUTING > SCHOOL OF COMPUTER SCIENCE > 1. Journal Articles
Items in ScholarWorks are protected by copyright, with all rights reserved, unless otherwise indicated.