TraX: The visual Tracking eXchange protocol and library

NEUROCOMPUTING

卷:260

Article

Cehovin, Luka¹ 

[1] Univ Ljubljana, Fac Comp & Informat Sci, Vecna Pot 113, SI-1000 Ljubljana, Slovenia

关键词: Computer vision;    Visual tracking;    Performance evaluation;    Algorithm analysis;    Communication protocol;    Software library;   

DOI  :  10.1016/j.neucom.2017.02.036

来源: Elsevier

【 摘 要 】

In this paper we address the problem of developing on-line visual tracking algorithms. We present a specialized communication protocol that serves as a bridge between a tracker implementation and utilizing application. It decouples development of algorithms and application, encouraging re-usability. The primary use case is algorithm evaluation where the protocol facilitates more complex evaluation scenarios that are used nowadays thus pushing forward the field of visual tracking. We present a reference implementation of the protocol that makes it easy to use in several popular programming languages and discuss where the protocol is already used and some usage scenarios that we envision for the future. (C) 2017 Elsevier B.V. All rights reserved.

【 授权许可】

Free