Motion energy image for evaluation of video stabilization

被引:0
|
作者
Marcos Roberto e Souza
Helio Pedrini
机构
[1] University of Campinas,Institute of Computing
来源
The Visual Computer | 2019年 / 35卷
关键词
Motion energy image; Video stabilization; Handheld camera; Qualitative evaluation;
D O I
暂无
中图分类号
学科分类号
摘要
Large volumes of video content have been generated through the development of compact and portable cameras. Examples of applications that have been benefited from such growth of multimedia data include business conferencing, telemedicine, surveillance and security, entertainment, distance learning and robotics. Video stabilization is the process of detecting and removing undesired motion or instabilities from a video stream caused during the acquisition stage when handling the camera. In this work, we introduce and analyze a novel visual representation based on motion energy image for qualitative evaluation of video stabilization approaches. Experiments conducted on different video sequences are performed to demonstrate the effectiveness of the visual representation as qualitative measure for evaluating video stability.
引用
收藏
页码:1769 / 1781
页数:12
相关论文
共 50 条
  • [1] Motion energy image for evaluation of video stabilization
    Roberto e Souza, Marcos
    Pedrini, Helio
    VISUAL COMPUTER, 2019, 35 (12): : 1769 - 1781
  • [2] Global motion estimation for video stabilization
    Department of Electronic Engineering, Tsinghua University, Beijing 100084, China
    Qinghua Daxue Xuebao, 2007, 1 (92-95):
  • [3] Constraint motion filtering for video stabilization
    Tico, M
    Vehvilainen, M
    2005 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), VOLS 1-5, 2005, : 3261 - 3264
  • [4] Video Stabilization Based on Motion Segmentation
    Kang, Seok-Jae
    Wang, Tae-Shick
    Kim, Dae-Hwan
    Morales, Aldo
    Ko, Sung-Jea
    2012 IEEE INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS (ICCE), 2012, : 416 - +
  • [5] DIGITAL IMAGE STABILIZATION IN A VIDEO-STREAM Stabilization of (Undesirable) Image Movements in a Video-Stream
    Drahansky, Martin
    Orsag, Filip
    VISAPP 2009: PROCEEDINGS OF THE FOURTH INTERNATIONAL CONFERENCE ON COMPUTER VISION THEORY AND APPLICATIONS, VOL 1, 2009, : 621 - 625
  • [6] Video image stabilization and registration technology
    Templeton, GF
    COMMUNICATIONS OF THE ACM, 2006, 49 (02) : 15 - 18
  • [7] Video stabilization based on image registration
    Zhu, Angfan
    Lu, Hao
    Cao, Zhiguo
    JOURNAL OF ELECTRONIC IMAGING, 2022, 31 (02)
  • [8] Fusion of video encoding and image stabilization
    Wang, WH
    Tsai, YS
    Luo, CL
    Chen, GR
    Electronic Imaging and Multimedia Technology IV, 2005, 5637 : 42 - 49
  • [9] Digital Image Stabilization for Video Images
    Mohanna, Y.
    Malaeb, S.
    Alaeddine, H.
    Bazzi, O.
    Alaeddine, A.
    2015 27TH INTERNATIONAL CONFERENCE ON MICROELECTRONICS (ICM), 2015, : 59 - 62
  • [10] Image Stabilization Algorithm for Video with Large Image Fluctuation
    Yamada, Hitoshi
    Kimura, Masayuki
    Ohmiya, Jun
    Tagawa, Jun'ichi
    Thanh, Trung Ngo
    Mukaigawa, Yasuhiro
    Yagi, Yasushi
    2009 IEEE INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS, 2009, : 177 - +