Pixel domain spatio-temporal denoising for archive videos

被引:0
|
作者
Gullu, M. Kemal [1 ]
Urhan, Oguzhan [1 ]
Erturk, Sarp [1 ]
机构
[1] Kocaeli Univ, Kocaeli Univ Lab Image & Signal Proc KULIS, Dept Elect & Telecommun Engn, TR-41040 Kocaeli, Turkey
关键词
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
A new pixel domain spatio-temporal video noise filter for archive film restoration has been proposed in this paper. The proposed filtering method takes motion changes and spatial information into account. Firstly, temporal filtering is carried out considering temporal changes adaptively. Afterwards, interpolation between degraded and temporally filtered images is carried out to preserve edge information using local standard deviation values. With respect to pixel domain techniques proposed in the literature, the proposed method gives better results for various test videos and particularly provides superior results for archive film.
引用
收藏
页码:493 / +
页数:3
相关论文
共 50 条
  • [1] Learning Spatial and Spatio-Temporal Pixel Aggregations for Image and Video Denoising
    Xu, Xiangyu
    Li, Muchen
    Sun, Wenxiu
    Yang, Ming-Hsuan
    [J]. IEEE TRANSACTIONS ON IMAGE PROCESSING, 2020, 29 : 7153 - 7165
  • [2] ShutterApp: Spatio-temporal Exposure Control for Videos
    Salamon, Nestor Z.
    Billeter, Markus
    Eisemann, Elmar
    [J]. COMPUTER GRAPHICS FORUM, 2019, 38 (07) : 675 - 683
  • [3] Hierarchical Representation of Videos with Spatio-Temporal Fibers
    Kumar, Ratnesh
    Charpiat, Guillaume
    Thonnat, Monique
    [J]. 2014 IEEE WINTER CONFERENCE ON APPLICATIONS OF COMPUTER VISION (WACV), 2014, : 469 - 476
  • [4] Annoyance Models for Videos with Spatio-Temporal Artifacts
    Silva, Alexandre F.
    Farias, Mylene C. Q.
    Redi, Judith A.
    [J]. 2016 EIGHTH INTERNATIONAL CONFERENCE ON QUALITY OF MULTIMEDIA EXPERIENCE (QOMEX), 2016,
  • [5] Spatio-Temporal Multiscale Denoising of Fluoroscopic Sequence
    Amiot, Carole
    Girard, Catherine
    Chanussot, Jocelyn
    Pescatore, Jeremie
    Desvignes, Michel
    [J]. IEEE TRANSACTIONS ON MEDICAL IMAGING, 2016, 35 (06) : 1565 - 1574
  • [6] Spatio-Temporal Denoising for Depth Map Sequences
    Hach, Thomas
    Seybold, Tamara
    [J]. INTERNATIONAL JOURNAL OF MULTIMEDIA DATA ENGINEERING & MANAGEMENT, 2016, 7 (02): : 21 - 35
  • [7] Spatio-Temporal Dynamics in Grasslands Using the Landsat Archive
    Vannoppen, Astrid
    Degerickx, Jeroen
    Souverijns, Niels
    Gobin, Anne
    [J]. LAND, 2023, 12 (04)
  • [8] Spatio-temporal Blotches Detection and removal in Archive Video
    Yous, H.
    Serir, A.
    [J]. 2017 INTELLIGENT SYSTEMS AND COMPUTER VISION (ISCV), 2017,
  • [9] Rectangling irregular videos by optimal spatio-temporal warping
    Jin-Liang Wu
    Jun-Jie Shi
    Lei Zhang
    [J]. Computational Visual Media, 2022, 8 : 93 - 103
  • [10] Spatio-temporal modeling in the farmyard domain
    Magee, DR
    Boyle, RD
    [J]. ARTICULATED MOTION AND DEFORMABLE OBJECTS, PROCEEDINGS, 2000, 1899 : 83 - 95