Kinetic measures for automatic motion analysis in CCTV systems

Marianna Parzych; Tomasz Marciniak; Adam Dąbrowski

doi:10.23919/SPA.2017.8166847

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Title

Kinetic measures for automatic motion analysis in CCTV systems

Authors

Marianna Parzych (WI) ^{[ 1 ][ P ]}
Tomasz Marciniak (WI) ^{[ 1 ][ P ]}
Adam Dąbrowski (WI) ^{[ 1 ][ 2.2 ][ P ]}

^{[ 1 ]} Instytut Automatyki i Robotyki, Wydział Informatyki, Politechnika Poznańska | ^{[ P ]} employee

Scientific discipline (Law 2.0)

[2.2] Automation, electronics and electrical engineering

Year of publication

2017

Chapter type

chapter in monograph / paper

Publication language

english

Keywords

EN

motion analysis
feature extraction
Finite-Time Lyapunov Exponent fields
Langrangian Coherent Structures
CCTV

Abstract

EN This paper presents a calculation of the motion measures for intelligent video analysis. Four measures were calculated: Bidirectional Length, Forward Direction, Backward Direction and Motion Edges. All measures are based on flow map, calculated with the use of the optical flow algorithm. Motion Edges utilizes Finite-Time Lyapunov Exponent (FTLE) fields. Experimental tests were performed for video recordings with the people movement. The computation times of particular steps of the proposed solution were also checked.

Date of online publication

07.12.2017

Pages (from - to)

106 - 110

DOI

10.23919/SPA.2017.8166847

URL

https://ieeexplore.ieee.org/document/8166847

Book

SPA 2017 Signal Processing: Algorithms, Architectures, Arrangements, and Applications, Poznan, 22-24 September 2017 : conference proceedings

Presented on

21st IEEE Conference Signal Processing - Algorithms, Architectures, Arrangements, and Applications, SPA 2017, 20-22.09.2017, Poznan, Poland