RUS  ENG JOURNALS   PEOPLE   ORGANISATIONS   CONFERENCES   SEMINARS   VIDEO LIBRARY   PACKAGE AMSBIB
General information
Latest issue
Archive

Search papers
Search references

RSS
Latest issue
Current issues
Archive issues
What is RSS



Computer Optics:
Year:
Volume:
Issue:
Page:
Find






Personal entry:
Login:
Password:
Save password
Enter
Forgotten password?
Register


Computer Optics, 2017, Volume 41, Issue 3, Pages 406–411 (Mi co400)  

IMAGE PROCESSING, PATTERN RECOGNITION

Object detection in images using morphlet descriptions

Yu. V. Vizilter, V. S. Gorbatcevich, B. V. Vishnyakov, S. V. Sidyakin

State Research Institute of Aviation Systems (GosNIIAS), Moscow, Russia

Abstract: An original method for object detection based on morphlet trees is proposed in the paper. It allows the robust detection of heterogeneous objects in images to be done without pre-training. Besides, the detection process simultaneously includes a preliminary segmentation, which can be later used for recognition. Also, there is another important characteristic: the proposed approach does not require the use of sliding windows and feature pyramids to detect different-scale objects.

Keywords: mathematical morphology, Pytiev morphology, object detection, morphlets.

Funding Agency Grant Number
Russian Foundation for Basic Research 15-07-09362
16-57-52042 _
Russian Science Foundation 16-11-00082
This work was funded by RFBR grants 15-07-09362 , 16-57-52042 _ and an RSF grant 16-11-00082.


DOI: https://doi.org/10.18287/2412-6179-2017-41-3-406-411

Full text: PDF file (571 kB)
Full text: http://www.computeroptics.smr.ru/.../410314.html
References: PDF file   HTML file

Received: 17.12.2016
Accepted:14.06.2017

Citation: Yu. V. Vizilter, V. S. Gorbatcevich, B. V. Vishnyakov, S. V. Sidyakin, “Object detection in images using morphlet descriptions”, Computer Optics, 41:3 (2017), 406–411

Citation in format AMSBIB
\Bibitem{VizGorVis17}
\by Yu.~V.~Vizilter, V.~S.~Gorbatcevich, B.~V.~Vishnyakov, S.~V.~Sidyakin
\paper Object detection in images using morphlet descriptions
\jour Computer Optics
\yr 2017
\vol 41
\issue 3
\pages 406--411
\mathnet{http://mi.mathnet.ru/co400}
\crossref{https://doi.org/10.18287/2412-6179-2017-41-3-406-411}


Linking options:
  • http://mi.mathnet.ru/eng/co400
  • http://mi.mathnet.ru/eng/co/v41/i3/p406

    SHARE: VKontakte.ru FaceBook Twitter Mail.ru Livejournal Memori.ru


    Citing articles on Google Scholar: Russian citations, English citations
    Related articles on Google Scholar: Russian articles, English articles
  • Computer Optics
    Number of views:
    This page:106
    Full text:35
    References:18

     
    Contact us:
     Terms of Use  Registration  Logotypes © Steklov Mathematical Institute RAS, 2020