Video Stabilization Using ORB Detector

被引：3
|
作者：
Bansal, Parth [1 ]
Dinesh, Jahanvi B. [1 ]
Kumar, Shravan V. R. [1 ]
Krishna, Sujay B. [1 ]
Chandar, T. S. [1 ]
机构：
[1] PES Univ, Dept ECE, Bangalore, Karnataka, India
来源：
2022 14TH INTERNATIONAL CONFERENCE ON COMPUTER AND AUTOMATION ENGINEERING (ICCAE 2022) | 2022年
关键词：
FAST (Features from Accelerated Segment Test); feature points; affine; global motion estimation; camera path; BRIEF (Binary Robust Independent Elementary Features); ORB (Oriented FAST Rotated BRIEF); FREAK (Fast Retina Key);
D O I：
10.1109/ICCAE55086.2022.9762438
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
Capturing a video may result in unwanted effects such as image blurring, distortion due to the noise, etc. To obtain a jitter-free video, this study aims to perform Digital Video Stabilization using an ORB (Oriented FAST Rotated BRIEF) detector to find feature points. It makes use of a Square filter with a moving average window in order to obtain a more stable output video. The goal of this proposed study is to implement the novel methodology to stabilize videos effectively.
引用
收藏
页码：50 / 55
页数：6
相关论文
共 50 条
  • [11] Video Stabilization using Robust Feature Trajectories
    Lee, Ken-Yi
    Chuang, Yung-Yu
    Chen, Bing-Yu
    Ming Ouhyoung
    2009 IEEE 12TH INTERNATIONAL CONFERENCE ON COMPUTER VISION (ICCV), 2009, : 1397 - 1404
  • [12] VIDEO STABILIZATION USING IMAGE ALIGNMENT APPROACH
    Pereira, Swetta
    Ansari, Vaqar
    2017 INTERNATIONAL CONFERENCE ON INFORMATION COMMUNICATION AND EMBEDDED SYSTEMS (ICICES), 2017,
  • [13] Video stabilization using regularity of energy flow
    Rupesh Kumar
    Afaque Azam
    S. Gupta
    K. S. Venkatesh
    Signal, Image and Video Processing, 2017, 11 : 1519 - 1526
  • [14] Digital Video Stabilization Using Radon Transform
    Babagholami-Mohamadabadi, Behnam
    Bagheri-Khaligh, Ali
    Hassanpour, Reza
    2012 INTERNATIONAL CONFERENCE ON DIGITAL IMAGE COMPUTING TECHNIQUES AND APPLICATIONS (DICTA), 2012,
  • [15] Video Stabilization Using Feature Point Matching
    Kulkarni, Shamsundar
    Bormane, D. S.
    Nalbalwar, S. L.
    2016 INTERNATIONAL CONFERENCE ON COMMUNICATION, IMAGE AND SIGNAL PROCESSING (CCISP 2016), 2017, 787
  • [16] Video stabilization using regularity of energy flow
    Kumar, Rupesh
    Azam, Afaque
    Gupta, S.
    Venkatesh, K. S.
    SIGNAL IMAGE AND VIDEO PROCESSING, 2017, 11 (08) : 1519 - 1526
  • [17] Deep Video Stabilization Using Adversarial Networks
    Xu, Sen-Zhe
    Hu, Jun
    Wang, Miao
    Mu, Tai-Jiang
    Hu, Shi-Min
    COMPUTER GRAPHICS FORUM, 2018, 37 (07) : 267 - 276
  • [18] Video Stabilization and Completion Using Two Cameras
    Zhou, Jie
    Hu, Han
    Wan, Dingrui
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2011, 21 (12) : 1879 - 1889
  • [19] Acceleration of video stabilization using embedded GPU
    Mimura, Yuzuki
    Qiong, Chang
    Maruyama, Tsutomu
    2022 IEEE 33RD INTERNATIONAL CONFERENCE ON APPLICATION-SPECIFIC SYSTEMS, ARCHITECTURES AND PROCESSORS (ASAP), 2022, : 52 - 59
  • [20] VIDEO STABILIZATION
    Greeta, S.
    Raajan, N. R.
    Meenu, M.
    2019 INNOVATIONS IN POWER AND ADVANCED COMPUTING TECHNOLOGIES (I-PACT), 2019,
12345