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13 - Electrical and Electronic Engineering, Metallurgy and Materials

University of Surrey

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Article title

Layered Data Association Using Graph-Theoretic Formulation with Application to Tennis Ball Tracking in Monocular Sequences

Type

D - Journal article

DOI

10.1109/TPAMI.2007.70834

Title of journal

IEEE Transactions on Pattern Analysis and Machine Intelligence

Article number

Volume number

Issue number

First page of article

1814

ISSN of journal

0162-8828

Year of publication

2008

URL

Number of additional authors

Additional information

In the analysis of ball-based sports, a robust means of tracking the ball is often essential. This paper proposes a novel method for tracking very small objects in noisy video, containing severe occlusions. It also copes well with abrupt changes in direction of the tracked object, unlike many current approaches.

Interdisciplinary

Cross-referral requested

Research group

None

Proposed double-weighted

Double-weighted statement

Reserve for a double-weighted output

Non-English

English abstract