Accurate frame rate up-conversion for advanced visual quality

NCUIR > College of Electrical Engineering & Computer Science > Department of Electrical Engineering > journal & Dissertation > Item 987654321/106504

Please use this identifier to cite or link to this item: https://ir.lib.ncu.edu.tw/handle/987654321/106504

Title:	Accurate frame rate up-conversion for advanced visual quality
Authors:	蔡宗漢;Tsai, Tsung-Han;Shi, An-Ting;Huang, Ko-Ting
Contributors:	資訊電機學院電機工程學系
Keywords:	bi-directional motion estimation;Bidirectional control;Calibration;Construction;Debris;Frame rate up-conversion;Frames;Interpolation;Mapping;Motion estimation;noise minimization;Smoothing methods;Trajectory;unidirectional motion estimation;Upconversion;Visual;Visualization
Date:	2016-06-01
Issue Date:	2026-04-23 13:25:20 (UTC+8)
Publisher:	Institute of Electrical and Electronics Engineers Inc.;New York: IEEE
Abstract:	摘要： Motion-compensated frame rate up-conversion (FRUC) is a method for providing better video image quality than non-motion-based methods. However, incorrect motion vector (MV) prediction can lead to continued induction of debris and artifacts. In this paper, a motion compensated FRUC algorithm is proposed, which is able to acquire more accurate MVs by referencing neighboring frames with hierarchical motion filed construction block size and an MV mapping stage. The block size of hierarchical MV filed construction has been enlarged in order to acquire more motion information, and the size of the MV mapping and image interpolation stage has been reduced to obtain a more accurate interpolated result. In order to smooth the MV, a median filter is considered with sum of absolute difference value and constructed with an adaptive MV smoothing method. For the purpose of suppressing the debris, a noise removal filter is applied after the interpolation operation. According to the experimental result, the proposed approach is able to improve visual quality performance by 0.82 dB on average. Subjective analysis shows that annoying artifacts are significantly reduced. 其他題名： TBC 出版者： New York: IEEE 出版日期： 2016-06 出處： IEEE transactions on broadcasting, 2016-06, Vol.62 (2), p.426-435 資源來源： IEEE Electronic Library (IEL) 版權： Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2016 識別號： ISSN: 0018-9316 識別號： EISSN: 1557-9611 識別號： DOI: 10.1109/TBC.2016.2550764 識別號： CODEN: IETBAC
Appears in Collections:	[Department of Electrical Engineering] journal & Dissertation

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