Enabling effective user interactions in content-based image retrieval

Haiming Liu; Srđan Zagorac; Victoria Uren; Dawei Song; Stefan Rüger

doi:10.1007/978-3-642-04769-5

Enabling effective user interactions in content-based image retrieval

Haiming Liu, Srđan Zagorac, Victoria Uren, Dawei Song, Stefan Rüger

Research output: Chapter in Book/Published conference output › Conference publication

Abstract

This paper presents an interactive content-based image retrieval framework—uInteract, for delivering a novel four-factor user interaction model visually. The four-factor user interaction model is an interactive relevance feedback mechanism that we proposed, aiming to improve the interaction between users and the CBIR system and in turn users overall search experience. In this paper, we present how the framework is developed to deliver the four-factor user interaction model, and how the visual interface is designed to support user interaction activities. From our preliminary user evaluation result on the ease of use and usefulness of the proposed framework, we have learnt what the users like about the framework and the aspects we could improve in future studies. Whilst the framework is developed for our research purposes, we believe the functionalities could be adapted to any content-based image search framework.

Original language	English
Title of host publication	Information retrieval technology
Subtitle of host publication	5th Asia Information Retrieval Symposium, AIRS 2009, Sapporo, Japan, October 21-23, 2009. Proceedings
Editors	Gary Geunbae Lee, Dawei Song, Chin-Yew Lin, Akiko Aizawa, Kazuko Kuriyama, Masaharu Yoshioka, Tetsuya Sakai
Place of Publication	Berlin (DE)
Publisher	Springer
Pages	265-276
Number of pages	12
Volume	5839 LNCS
ISBN (Electronic)	978-3-642-04769-5
ISBN (Print)	978-3-642-04768-8
DOIs	https://doi.org/10.1007/978-3-642-04769-5
Publication status	Published - 2009
Event	5th Asia Information Retrieval Symposium - Sapporo, Japan Duration: 2 Oct 2009 → 23 Oct 2009

Publication series

Name	Lecture notes in computer science
Publisher	Springer
Volume	5839
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	5th Asia Information Retrieval Symposium
Abbreviated title	AIRS 2009
Country/Territory	Japan
City	Sapporo
Period	2/10/09 → 23/10/09

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10.1007/978-3-642-04769-5

Cite this

Liu, H., Zagorac, S., Uren, V., Song, D., & Rüger, S. (2009). Enabling effective user interactions in content-based image retrieval. In G. G. Lee, D. Song, C.-Y. Lin, A. Aizawa, K. Kuriyama, M. Yoshioka, & T. Sakai (Eds.), Information retrieval technology: 5th Asia Information Retrieval Symposium, AIRS 2009, Sapporo, Japan, October 21-23, 2009. Proceedings (Vol. 5839 LNCS, pp. 265-276). (Lecture notes in computer science; Vol. 5839). Springer. https://doi.org/10.1007/978-3-642-04769-5

Liu, Haiming ; Zagorac, Srđan ; Uren, Victoria et al. / Enabling effective user interactions in content-based image retrieval. Information retrieval technology: 5th Asia Information Retrieval Symposium, AIRS 2009, Sapporo, Japan, October 21-23, 2009. Proceedings. editor / Gary Geunbae Lee ; Dawei Song ; Chin-Yew Lin ; Akiko Aizawa ; Kazuko Kuriyama ; Masaharu Yoshioka ; Tetsuya Sakai. Vol. 5839 LNCS Berlin (DE) : Springer, 2009. pp. 265-276 (Lecture notes in computer science).

@inproceedings{c4a03a2764824b80915be222cbf38257,

title = "Enabling effective user interactions in content-based image retrieval",

abstract = "This paper presents an interactive content-based image retrieval framework—uInteract, for delivering a novel four-factor user interaction model visually. The four-factor user interaction model is an interactive relevance feedback mechanism that we proposed, aiming to improve the interaction between users and the CBIR system and in turn users overall search experience. In this paper, we present how the framework is developed to deliver the four-factor user interaction model, and how the visual interface is designed to support user interaction activities. From our preliminary user evaluation result on the ease of use and usefulness of the proposed framework, we have learnt what the users like about the framework and the aspects we could improve in future studies. Whilst the framework is developed for our research purposes, we believe the functionalities could be adapted to any content-based image search framework.",

author = "Haiming Liu and Sr{\d}an Zagorac and Victoria Uren and Dawei Song and Stefan R{\"u}ger",

year = "2009",

doi = "10.1007/978-3-642-04769-5",

language = "English",

isbn = "978-3-642-04768-8",

volume = "5839 LNCS",

series = "Lecture notes in computer science",

publisher = "Springer",

pages = "265--276",

editor = "Lee, {Gary Geunbae} and Dawei Song and Chin-Yew Lin and Akiko Aizawa and Kazuko Kuriyama and Masaharu Yoshioka and Tetsuya Sakai",

booktitle = "Information retrieval technology",

address = "Germany",

note = "5th Asia Information Retrieval Symposium, AIRS 2009 ; Conference date: 02-10-2009 Through 23-10-2009",

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Liu, H, Zagorac, S, Uren, V, Song, D & Rüger, S 2009, Enabling effective user interactions in content-based image retrieval. in GG Lee, D Song, C-Y Lin, A Aizawa, K Kuriyama, M Yoshioka & T Sakai (eds), Information retrieval technology: 5th Asia Information Retrieval Symposium, AIRS 2009, Sapporo, Japan, October 21-23, 2009. Proceedings. vol. 5839 LNCS, Lecture notes in computer science, vol. 5839, Springer, Berlin (DE), pp. 265-276, 5th Asia Information Retrieval Symposium, Sapporo, Japan, 2/10/09. https://doi.org/10.1007/978-3-642-04769-5

Enabling effective user interactions in content-based image retrieval. / Liu, Haiming; Zagorac, Srđan; Uren, Victoria et al.
Information retrieval technology: 5th Asia Information Retrieval Symposium, AIRS 2009, Sapporo, Japan, October 21-23, 2009. Proceedings. ed. / Gary Geunbae Lee; Dawei Song; Chin-Yew Lin; Akiko Aizawa; Kazuko Kuriyama; Masaharu Yoshioka; Tetsuya Sakai. Vol. 5839 LNCS Berlin (DE): Springer, 2009. p. 265-276 (Lecture notes in computer science; Vol. 5839).

Research output: Chapter in Book/Published conference output › Conference publication

TY - GEN

T1 - Enabling effective user interactions in content-based image retrieval

AU - Liu, Haiming

AU - Zagorac, Srđan

AU - Uren, Victoria

AU - Song, Dawei

AU - Rüger, Stefan

PY - 2009

Y1 - 2009

N2 - This paper presents an interactive content-based image retrieval framework—uInteract, for delivering a novel four-factor user interaction model visually. The four-factor user interaction model is an interactive relevance feedback mechanism that we proposed, aiming to improve the interaction between users and the CBIR system and in turn users overall search experience. In this paper, we present how the framework is developed to deliver the four-factor user interaction model, and how the visual interface is designed to support user interaction activities. From our preliminary user evaluation result on the ease of use and usefulness of the proposed framework, we have learnt what the users like about the framework and the aspects we could improve in future studies. Whilst the framework is developed for our research purposes, we believe the functionalities could be adapted to any content-based image search framework.

AB - This paper presents an interactive content-based image retrieval framework—uInteract, for delivering a novel four-factor user interaction model visually. The four-factor user interaction model is an interactive relevance feedback mechanism that we proposed, aiming to improve the interaction between users and the CBIR system and in turn users overall search experience. In this paper, we present how the framework is developed to deliver the four-factor user interaction model, and how the visual interface is designed to support user interaction activities. From our preliminary user evaluation result on the ease of use and usefulness of the proposed framework, we have learnt what the users like about the framework and the aspects we could improve in future studies. Whilst the framework is developed for our research purposes, we believe the functionalities could be adapted to any content-based image search framework.

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UR - http://link.springer.com/chapter/10.1007/978-3-642-04769-5_23

U2 - 10.1007/978-3-642-04769-5

DO - 10.1007/978-3-642-04769-5

M3 - Conference publication

SN - 978-3-642-04768-8

VL - 5839 LNCS

T3 - Lecture notes in computer science

SP - 265

EP - 276

BT - Information retrieval technology

A2 - Lee, Gary Geunbae

A2 - Song, Dawei

A2 - Lin, Chin-Yew

A2 - Aizawa, Akiko

A2 - Kuriyama, Kazuko

A2 - Yoshioka, Masaharu

A2 - Sakai, Tetsuya

PB - Springer

CY - Berlin (DE)

T2 - 5th Asia Information Retrieval Symposium

Y2 - 2 October 2009 through 23 October 2009

ER -

Liu H, Zagorac S, Uren V, Song D, Rüger S. Enabling effective user interactions in content-based image retrieval. In Lee GG, Song D, Lin CY, Aizawa A, Kuriyama K, Yoshioka M, Sakai T, editors, Information retrieval technology: 5th Asia Information Retrieval Symposium, AIRS 2009, Sapporo, Japan, October 21-23, 2009. Proceedings. Vol. 5839 LNCS. Berlin (DE): Springer. 2009. p. 265-276. (Lecture notes in computer science). doi: 10.1007/978-3-642-04769-5

Enabling effective user interactions in content-based image retrieval

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Enabling effective user interactions in content-based image retrieval

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Supervising Doctoral Students

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