CUDA Accelerated Real-time Digital Image Stabilization in a Video Stream

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26230%2F16%3APU121642" target="_blank" >RIV/00216305:26230/16:PU121642 - isvavai.cz</a>

Result on the web

<a href="http://www.sersc.org/journals/IJSEIA/vol10_no6_2016/10.pdf" target="_blank" >http://www.sersc.org/journals/IJSEIA/vol10_no6_2016/10.pdf</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.14257/ijseia.2016.10.6.10" target="_blank" >10.14257/ijseia.2016.10.6.10</a>

Result language

angličtina

Original language name

CUDA Accelerated Real-time Digital Image Stabilization in a Video Stream

Original language description

The most important step for successful video processing in computer vision is its stabilization. Often, it is required to process high resolution video in a real-time. In this paper, a new method for a real-time digital image stabilization in a video stream is presented. This method preserves the intended camera motion and exploits computing power of GPGPU by utilizing CUDA programing interface. In order to reduce required computation power, local search windows are used for the correspondence search of consecutive video frames. These windows are further processed using Local Binary Patterns, which enables fast correlation using bitwise XOR. The experiments on video sequences from both car-mounted and hand-held camera have demonstrated the effectiveness of this method. The speed of stabilization designates this method for video preprocessing in real-time applications.

Czech name

—

Czech description

—

Type

J_SC - Article in a specialist periodical, which is included in the SCOPUS database

CEP classification

—

OECD FORD branch

10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

Project

<a href="/en/project/LQ1602" target="_blank" >LQ1602: IT4Innovations excellence in science</a><br>

Continuities

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach

Publication year

2016

Confidentiality

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Name of the periodical

International Journal of Software Engineering and Its Applications

ISSN

1738-9984

e-ISSN

—

Volume of the periodical

10

Issue of the periodical within the volume

6

Country of publishing house

KR - KOREA, REPUBLIC OF

Number of pages

12

Pages from-to

113-124

UT code for WoS article

—

EID of the result in the Scopus database

2-s2.0-84981234332