Journalartikel - Artikel | 2012 | Peer reviewed

A saliency map based on sampling an image into random rectangular regions of interest

Autor(en)

Narayan, Vikram ; Tscherepanow, Marko ; Wrede, Britta

Normierter Zeitschriftentitel

Pattern recognition

DOI

10.1016/j.patcog.2012.02.009

ISSN

0031-3203

URL

https://pub.uni-bielefeld.de/record/2523670

Web of Science-ID

000306091900007

Weitere Details

Sprache

englisch

Darstellungsform

Text

Band

Ausgabe

Seitenbereich

3114 - 3124

Schlagwörter

Bottom-up attention , Eye-gaze , Saliency map , Salient region detection , Visual attention , prediction

In this article we propose a novel approach to compute an image saliency map based on computing local saliencies over random rectangular regions of interest. Unlike many of the existing methods, the proposed approach does not require any training bases, operates on the image at the original scale and has only a single parameter which requires tuning. It has been tested on the two distinct tasks of salient region detection (using MSRA dataset) and eye gaze prediction (using York University and MIT datasets). The proposed method achieves state-of-the-art performance on the eye gaze prediction task as compared with nine other state-of-the-art methods. (C) 2012 Elsevier Ltd. All rights reserved.

Zitierstile

Narayan V, Tscherepanow M, Wrede B. A saliency map based on sampling an image into random rectangular regions of interest. Pattern Recognition. 2012;45(9):3114-3124.

In die Zwischenablage einfügen

Narayan, V., Tscherepanow, M., & Wrede, B. (2012). A saliency map based on sampling an image into random rectangular regions of interest. Pattern Recognition, 45(9), 3114-3124. doi:10.1016/j.patcog.2012.02.009

In die Zwischenablage einfügen

Narayan, Vikram, Tscherepanow, Marko, and Wrede, Britta. 2012. “A saliency map based on sampling an image into random rectangular regions of interest”. Pattern Recognition 45 (9): 3114-3124.

In die Zwischenablage einfügen

Narayan, V., Tscherepanow, M., and Wrede, B. (2012). A saliency map based on sampling an image into random rectangular regions of interest. Pattern Recognition 45, 3114-3124.

In die Zwischenablage einfügen

Narayan, V., Tscherepanow, M., & Wrede, B., 2012. A saliency map based on sampling an image into random rectangular regions of interest. Pattern Recognition, 45(9), p 3114-3124.

In die Zwischenablage einfügen

V. Narayan, M. Tscherepanow, and B. Wrede, “A saliency map based on sampling an image into random rectangular regions of interest”, Pattern Recognition, vol. 45, 2012, pp. 3114-3124.

In die Zwischenablage einfügen

Narayan, V., Tscherepanow, M., Wrede, B.: A saliency map based on sampling an image into random rectangular regions of interest. Pattern Recognition. 45, 3114-3124 (2012).

In die Zwischenablage einfügen

Narayan, Vikram, Tscherepanow, Marko, and Wrede, Britta. “A saliency map based on sampling an image into random rectangular regions of interest”. Pattern Recognition 45.9 (2012): 3114-3124.

In die Zwischenablage einfügen

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Zitierstile

Narayan V, Tscherepanow M, Wrede B. A saliency map based on sampling an image into random rectangular regions of interest. Pattern Recognition. 2012;45(9):3114-3124.

In die Zwischenablage einfügen

Narayan, Vikram, Tscherepanow, Marko, and Wrede, Britta. 2012. “A saliency map based on sampling an image into random rectangular regions of interest”. Pattern Recognition 45 (9): 3114-3124.

In die Zwischenablage einfügen

Narayan, V., Tscherepanow, M., and Wrede, B. (2012). A saliency map based on sampling an image into random rectangular regions of interest. Pattern Recognition 45, 3114-3124.

In die Zwischenablage einfügen

Narayan, V., Tscherepanow, M., & Wrede, B., 2012. A saliency map based on sampling an image into random rectangular regions of interest. Pattern Recognition, 45(9), p 3114-3124.

In die Zwischenablage einfügen

V. Narayan, M. Tscherepanow, and B. Wrede, “A saliency map based on sampling an image into random rectangular regions of interest”, Pattern Recognition, vol. 45, 2012, pp. 3114-3124.

In die Zwischenablage einfügen

Narayan, V., Tscherepanow, M., Wrede, B.: A saliency map based on sampling an image into random rectangular regions of interest. Pattern Recognition. 45, 3114-3124 (2012).

In die Zwischenablage einfügen

Narayan, Vikram, Tscherepanow, Marko, and Wrede, Britta. “A saliency map based on sampling an image into random rectangular regions of interest”. Pattern Recognition 45.9 (2012): 3114-3124.

In die Zwischenablage einfügen

Download
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Turtle-Format
N3-Format

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