HIGH FRAME RATE MOTION COMPENSATED FRAME INTERPOLATION IN HIGH-DEFINITION VIDEO PROCESSING

被引:5
|
作者
Lee, Yen-Lin [1 ]
Truong Nguyen [1 ]
机构
[1] UCSD, ECE Dept, La Jolla, CA 92093 USA
关键词
D O I
10.1109/ICASSP.2010.5495214
中图分类号
O42 [声学];
学科分类号
070206 ; 082403 ;
摘要
Numerous MCFI methods have been proposed to increase the frame rate in the past ten years. However, these methods usually focus on how to double the frame rate and involve complex computation, complicated time-consuming iterations, and are difficult to implement for real-time High-Definition (HD) videos. In this paper, a fast one-pass processing method is proposed for high Motion Compensated Frame Interpolation in HD videos. This approach is based on our basic MCFI scheme, slightly increases complexity, and achieves 4x Frame Rate Up Conversion. Relative Motion Estimation (RME) is also proposed to enhance the accuracy of motion search.
引用
收藏
页码:858 / 861
页数:4
相关论文
共 50 条
  • [41] GPU BASED MOTION-COMPENSATED FRAME INTERPOLATION ACCELERATION FOR FUTURE VIDEO CODING
    Tang, Jianlun
    Huang, Yan
    Xie, Rong
    Luo, Zhengyi
    Song, Li
    2018 25TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), 2018, : 306 - 310
  • [42] Progressive Motion Boosting for Video Frame Interpolation
    Xiao, Jing
    Xu, Kangmin
    Hu, Mengshun
    Liao, Liang
    Wang, Zheng
    Lin, Chia-Wen
    Wang, Mi
    Satoh, Shin'ichi
    IEEE TRANSACTIONS ON MULTIMEDIA, 2023, 25 : 8076 - 8090
  • [43] An Adaptive True Motion Estimation Algorithm for Frame Rate Conversion of High Definition Video and Its Hardware Implementations
    Cetin, Mert
    Hamzaoglu, Ilker
    IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, 2011, 57 (02) : 923 - 931
  • [44] Motion-Aware Video Frame Interpolation
    Han, Pengfei
    Zhang, Fuhua
    Zhao, Bin
    Li, Xuelong
    NEURAL NETWORKS, 2024, 178
  • [45] A Motion Distillation Framework for Video Frame Interpolation
    Zhou, Shili
    Tan, Weimin
    Yan, Bo
    IEEE TRANSACTIONS ON MULTIMEDIA, 2024, 26 : 3728 - 3740
  • [46] MOTION FEEDBACK DESIGN FOR VIDEO FRAME INTERPOLATION
    Hu, Mengshun
    Liao, Liang
    Xiao, Jing
    Gu, Lin
    Satoh, Shin'ichi
    2020 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, 2020, : 4347 - 4351
  • [47] SVFI: Spiking-Based Video Frame Interpolation for High-Speed Motion
    Xia, Lujie
    Zhao, Jing
    Xiong, Ruiqin
    Huang, Tiejun
    THIRTY-SEVENTH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, VOL 37 NO 3, 2023, : 2910 - 2918
  • [48] Cloud Desktop Frame Rate Enhancement Based on Video Frame Interpolation
    He, Weihong
    Li, Yakang
    Yuan, Huaqiang
    2024 5TH INTERNATIONAL CONFERENCE ON COMPUTER ENGINEERING AND APPLICATION, ICCEA 2024, 2024, : 859 - 864
  • [49] Feature-based motion compensated interpolation for frame rate up-conversion
    Guo, Dabo
    Shao, Ling
    Han, Jungong
    NEUROCOMPUTING, 2014, 123 : 390 - 397
  • [50] Optimal temporal interpolation filter for motion-compensated frame rate up conversion
    Dane, G
    Nguyen, TQ
    IEEE TRANSACTIONS ON IMAGE PROCESSING, 2006, 15 (04) : 978 - 991