Implementation of Small Target Tracking based on C-STC with multi-core DSP

DOI

10.2991/iccsae-15.2016.114How to use a DOI?

Keywords

C-STC; Small target tracking; Bilinear interpolation; TMS320C6678.

Abstract

A novel method by integrating the color information and bilinear interpolation with the traditional fast tracking via spatio-temporal context learning (STC) called as C-STC is presented. Experimental results with variant videos show that the improved algorithm can track the object accurately compared with the traditional STC, Particle Filter (PF) and Multiple Instance Learning (MIL). Moreover, multi-core emulation experiments have been conducted based on TMDXEVM6678L. Synchronization and communication between cores are realized based on the MessageQ. Two modes of data transmission from PC to DSP are achieved. The results show that the transmission via network promotes the real-time performance, which laying the foundation for communication between the DSP and the gigabit ethernet camera.

Copyright

© 2016, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - Yanyan Lei
AU  - Rui Wang
AU  - Jinzhong Wu
PY  - 2016/02
DA  - 2016/02
TI  - Implementation of Small Target Tracking based on C-STC with multi-core DSP
BT  - Proceedings of the 2015 5th International Conference on Computer Sciences and Automation Engineering
PB  - Atlantis Press
SP  - 613
EP  - 617
SN  - 2352-538X
UR  - https://doi.org/10.2991/iccsae-15.2016.114
DO  - 10.2991/iccsae-15.2016.114
ID  - Lei2016/02
ER  -