Konferenzpaper | 2011 | Peer reviewed

A Random Center Surround Bottom up Visual Attention Model useful for Salient Region Detection

Autor(en)

Narayan, Vikram ; Tscherepanow, Marko ; Wrede, Britta

Titel des Konferenzbandes

IEEE Workshop on Applications of Computer Vision

Name der Konferenz

IEEE Workshop on Applications of Computer Vision

DOI

10.1109/wacv.2011.5711499

URL

https://pub.uni-bielefeld.de/record/2034754

Weitere Details

Sprache

englisch

Darstellungsform

Text

Schlagwörter

Bottom-up attention , Saliency map , Salient region detection , Visual attention

In this article, we propose a bottom-up saliency model which works on capturing the contrast between random pixels in an image. The model is explained on the basis of the stimulus bias between two given stimuli (pixel intensity values) in an image and has a minimal set of tunable parameters. The methodology does not require any training bases or priors. We followed an established experimental setting and obtained state-of-the-art-results for salient region detection on the MSR dataset. Further experiments demonstrate that our method is robust to noise and has, in comparison to six other state-of-the-art models, a consistent performance in terms of recall, precision and F-measure.

Zitierstile

Narayan V, Tscherepanow M, Wrede B. A Random Center Surround Bottom up Visual Attention Model useful for Salient Region Detection. In: IEEE Workshop on Applications of Computer Vision. IEEE Computer Society; 2011.

In die Zwischenablage einfügen

Narayan, V., Tscherepanow, M., & Wrede, B. (2011). A Random Center Surround Bottom up Visual Attention Model useful for Salient Region Detection. IEEE Workshop on Applications of Computer Vision IEEE Computer Society. https://doi.org/10.1109/wacv.2011.5711499

In die Zwischenablage einfügen

Narayan, Vikram, Tscherepanow, Marko, and Wrede, Britta. 2011. “A Random Center Surround Bottom up Visual Attention Model useful for Salient Region Detection”. In IEEE Workshop on Applications of Computer Vision. IEEE Computer Society.

In die Zwischenablage einfügen

Narayan, V., Tscherepanow, M., and Wrede, B. (2011). “A Random Center Surround Bottom up Visual Attention Model useful for Salient Region Detection” in IEEE Workshop on Applications of Computer Vision (IEEE Computer Society).

In die Zwischenablage einfügen

Narayan, V., Tscherepanow, M., & Wrede, B., 2011. A Random Center Surround Bottom up Visual Attention Model useful for Salient Region Detection. In IEEE Workshop on Applications of Computer Vision. IEEE Computer Society.

In die Zwischenablage einfügen

V. Narayan, M. Tscherepanow, and B. Wrede, “A Random Center Surround Bottom up Visual Attention Model useful for Salient Region Detection”, IEEE Workshop on Applications of Computer Vision, IEEE Computer Society, 2011.

In die Zwischenablage einfügen

Narayan, V., Tscherepanow, M., Wrede, B.: A Random Center Surround Bottom up Visual Attention Model useful for Salient Region Detection. IEEE Workshop on Applications of Computer Vision. IEEE Computer Society (2011).

In die Zwischenablage einfügen

Narayan, Vikram, Tscherepanow, Marko, and Wrede, Britta. “A Random Center Surround Bottom up Visual Attention Model useful for Salient Region Detection”. IEEE Workshop on Applications of Computer Vision. IEEE Computer Society, 2011.

AMA

APA (6th ed.)

Chicago

Frontiers

Harvard

IEEE

LNCS

MLA