Araştırma Makalesi

SALIENCY BASED ILLUMINATION CONTROL FOR GUIDING USER ATTENTION IN 3D SCENES

Cilt: 7 Sayı: 0 16 Ekim 2021
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SALIENCY BASED ILLUMINATION CONTROL FOR GUIDING USER ATTENTION IN 3D SCENES

Öz

Visual attention has a major impact on how we perceive 3D environments and saliency is a component of visual attention expressing how likely a scene or item is to capture our attention due to its apparent features. Saliency relies upon shape, shading, brightness, and other visual attributes of items. The saliency distribution of a visual field is influenced by the illumination of a scene, which has a significant impact on those visual properties. This work aims to control the saliency by manipulating the illumination parameters in a 3D scene. For this reason, given a sensible 3D scene, the light parameters that provide maximum saliency for the point of interest objects are investigated. In other words, we propose a method for task-aware automatic lighting setup. In this paper, 2D renderings of a 3D scene from various perspectives are considered, and the effects are analyzed in terms of saliency distribution under various lighting conditions. Also, for this process, different saliency estimation methods and calculations are investigated and eye tracker based user experiments are conducted to verify the results.

Anahtar Kelimeler

Teşekkür

We would like to thank all participants of the conducted experiments.

Kaynakça

  1. Bulbul, A., Capin, T., Gudukbay, U. and Koca, C., “Saliency for animated meshes with material properties”, Proceedings of the 7th Symposium on Applied Perception in Graphics and Visualization, pp. 81–88, 2010
  2. Itti, L., Koch, C. and Niebur, E., “A model of saliency-based visual attention for rapid scene analysis”, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 20, no. 11, pp. 1254–1259, 1998.
  3. Jonker, P. P. and Rudinac, M., “Saliency detection and object localization in indoor environments”, 2010 20th International Conference on Pattern Recognition, 2010, pp. 404–407.
  4. Niebur, E. and Ramenahalli, S., “Computing 3d saliency from a 2d image”, 2013 47th Annual Conference on Information Sciences and Systems (CISS). IEEE, pp. 1–5, 2013.
  5. Li, J., “Visual attention is beyond one single saliency map”, ArXiv, vol. abs/1811.02650, 2018.
  6. Bruce, N. D. B. and Tsotsos, J. K., “Saliency, attention, and visual search: an information theoretic approach”, Journal of vision, vol. 9 3, pp. 5.1–24, 2009.
  7. Kruger, A., Tunnermann, J. and Scharlau, I., “Measuring and modeling ¨ salience with the theory of visual attention”, Attention, Perception, & Psychophysics, vol. 79, no. 6, pp. 1593–1614, 2017.
  8. Kim, Y. and Varshney, A., “Persuading visual attention through geometry”, IEEE Transactions on Visualization and Computer Graphics, vol. 14, no. 4, pp. 772–782, 2008.

Ayrıntılar

Birincil Dil

İngilizce

Konular

Mühendislik

Bölüm

Araştırma Makalesi

Yayımlanma Tarihi

16 Ekim 2021

Gönderilme Tarihi

29 Mart 2021

Kabul Tarihi

14 Ekim 2021

Yayımlandığı Sayı

Yıl 2021 Cilt: 7 Sayı: 0

Kaynak Göster

APA
Aktay, S., & Bülbül, M. A. (2021). SALIENCY BASED ILLUMINATION CONTROL FOR GUIDING USER ATTENTION IN 3D SCENES. Mugla Journal of Science and Technology, 7, 11-18. https://doi.org/10.22531/muglajsci.905213
AMA
1.Aktay S, Bülbül MA. SALIENCY BASED ILLUMINATION CONTROL FOR GUIDING USER ATTENTION IN 3D SCENES. MJST. 2021;7:11-18. doi:10.22531/muglajsci.905213
Chicago
Aktay, Semihanur, ve Muhammed Abdullah Bülbül. 2021. “SALIENCY BASED ILLUMINATION CONTROL FOR GUIDING USER ATTENTION IN 3D SCENES”. Mugla Journal of Science and Technology 7 (Ekim): 11-18. https://doi.org/10.22531/muglajsci.905213.
EndNote
Aktay S, Bülbül MA (01 Ekim 2021) SALIENCY BASED ILLUMINATION CONTROL FOR GUIDING USER ATTENTION IN 3D SCENES. Mugla Journal of Science and Technology 7 11–18.
IEEE
[1]S. Aktay ve M. A. Bülbül, “SALIENCY BASED ILLUMINATION CONTROL FOR GUIDING USER ATTENTION IN 3D SCENES”, MJST, c. 7, ss. 11–18, Eki. 2021, doi: 10.22531/muglajsci.905213.
ISNAD
Aktay, Semihanur - Bülbül, Muhammed Abdullah. “SALIENCY BASED ILLUMINATION CONTROL FOR GUIDING USER ATTENTION IN 3D SCENES”. Mugla Journal of Science and Technology 7 (01 Ekim 2021): 11-18. https://doi.org/10.22531/muglajsci.905213.
JAMA
1.Aktay S, Bülbül MA. SALIENCY BASED ILLUMINATION CONTROL FOR GUIDING USER ATTENTION IN 3D SCENES. MJST. 2021;7:11–18.
MLA
Aktay, Semihanur, ve Muhammed Abdullah Bülbül. “SALIENCY BASED ILLUMINATION CONTROL FOR GUIDING USER ATTENTION IN 3D SCENES”. Mugla Journal of Science and Technology, c. 7, Ekim 2021, ss. 11-18, doi:10.22531/muglajsci.905213.
Vancouver
1.Semihanur Aktay, Muhammed Abdullah Bülbül. SALIENCY BASED ILLUMINATION CONTROL FOR GUIDING USER ATTENTION IN 3D SCENES. MJST. 01 Ekim 2021;7:11-8. doi:10.22531/muglajsci.905213

Cited By

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Mugla Journal of Science and Technology (MJST) dergisi Creative Commons Atıf-GayriTicari 4.0 Uluslararası Lisansı ile lisanslanmıştır.