NDLI: Optimal temporal interpolation filter for motion-compensated frame rate up conversion

Content Provider	IEEE Xplore Digital Library
Author	Dane, G. Nguyen, T.Q.
Copyright Year	1992
Abstract	Frame rate up conversion (FRUC) methods that employ motion have been proven to provide better image quality compared to nonmotion-based methods. While motion-based methods improve the quality of interpolation, artifacts are introduced in the presence of incorrect motion vectors. In this paper, we study the design problem of optimal temporal interpolation filter for motion-compensated FRUC (MC-FRUC). The optimal filter is obtained by minimizing the prediction error variance between the original frame and the interpolated frame. In FRUC applications, the original frame that is skipped is not available at the decoder, so models for the power spectral density of the original signal and prediction error are used to formulate the problem. The closed-form solution for the filter is obtained by Lagrange multipliers and statistical motion vector error modeling. The effect of motion vector errors on resulting optimal filters and prediction error is analyzed. The performance of the optimal filter is compared to nonadaptive temporal averaging filters by using two different motion vector reliability measures. The results confirm that to improve the quality of temporal interpolation in MC, the interpolation filter should be designed based on the reliability of motion vectors and the statistics of the MC prediction error.
Sponsorship	IEEE Signal Processing Society
Page Count	14
File Size	1555879
Starting Page	978
Ending Page	991
File Format	PDF
ISSN	10577149
Volume Number	15
Issue Number	4
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2006-04-01
Publisher Place	U.S.A.
Access Restriction	One Nation One Subscription (ONOS)
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Interpolation Filters Image converters Error analysis Image quality Decoding Predictive models Closed-form solution Lagrangian functions Motion analysis motion vector error Frame interpolation frame rate conversion image modeling interpolation filter motion compensation
Content Type	Text
Resource Type	Article
Subject	Computer Graphics and Computer-Aided Design Software

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

A Multistage Motion Vector Processing Method for Motion-Compensated Frame Interpolation

Correlation-Based Motion Vector Processing With Adaptive Interpolation Scheme for Motion-Compensated Frame Interpolation

Novel True-Motion Estimation Algorithm and Its Application to Motion-Compensated Temporal Frame Interpolation

Motion-Compensated Frame Rate Up-Conversion—Part II: New Algorithms for Frame Interpolation

Frame Rate Up Conversion Based on Variational Image Fusion

A Symmetric Motion Estimation Method for Motion-Compensated Frame Interpolation

Weighted-adaptive motion-compensated frame rate up-conversion

A Motion-Aligned Auto-Regressive Model for Frame Rate Up Conversion

Enhanced Adaptive Loop Filter for Motion Compensated Frame

Optimal temporal interpolation filter for motion-compensated frame rate up conversion

Similar Documents

A Multistage Motion Vector Processing Method for Motion-Compensated Frame Interpolation

Correlation-Based Motion Vector Processing With Adaptive Interpolation Scheme for Motion-Compensated Frame Interpolation

Novel True-Motion Estimation Algorithm and Its Application to Motion-Compensated Temporal Frame Interpolation

Motion-Compensated Frame Rate Up-Conversion—Part II: New Algorithms for Frame Interpolation

Frame Rate Up Conversion Based on Variational Image Fusion

A Symmetric Motion Estimation Method for Motion-Compensated Frame Interpolation

Weighted-adaptive motion-compensated frame rate up-conversion

A Motion-Aligned Auto-Regressive Model for Frame Rate Up Conversion

Enhanced Adaptive Loop Filter for Motion Compensated Frame

Optimal temporal interpolation filter for motion-compensated frame rate up conversion