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Author:

Zhang Jing (Zhang Jing.) | Zhuo Li (Zhuo Li.) | Gao Jingjing (Gao Jingjing.) | Liu Zhixing (Liu Zhixing.)

Indexed by:

CPCI-S

Abstract:

According to the study of biological vision, human visual attention is aroused by observer's tasks and it is a top-down control mechanism. A top-down visual attention model based on similarity distance is proposed in this study. Top-down visual attention model is realized by using similarity distance to obtain visual expectation based on improved Itti's model. A task map is selected by using improved Itti's model and user's observation tasks, and then to compute the similarity distances between task map and saliency regions from improved Itti's model. The weights of intensity, color and orientation are adjusted with similar distances in order to measure the saliency in top-down visual attention model. After that, area enhancement factor is utilized to modify the saliency and compute the visual expectation. Region of interest (ROI) is extracted by combining visual expectation with saliency region. The experimental results show that the proposed model is available and the ROI results comply with biological attention mechanism.

Keyword:

ROI visual attention model similarity distance visual expectation top-down

Author Community:

  • [ 1 ] [Zhang Jing]Beijing Univ Technol, Signal & Informat Proc Lab, Beijing, Peoples R China
  • [ 2 ] [Zhuo Li]Beijing Univ Technol, Signal & Informat Proc Lab, Beijing, Peoples R China
  • [ 3 ] [Gao Jingjing]Beijing Univ Technol, Signal & Informat Proc Lab, Beijing, Peoples R China
  • [ 4 ] [Liu Zhixing]Beijing Univ Technol, Signal & Informat Proc Lab, Beijing, Peoples R China

Reprint Author's Address:

  • [Zhang Jing]Beijing Univ Technol, Signal & Informat Proc Lab, Beijing, Peoples R China

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Source :

PROCEEDINGS OF THE 2009 2ND INTERNATIONAL CONGRESS ON IMAGE AND SIGNAL PROCESSING, VOLS 1-9

Year: 2009

Page: 946-950

Language: English

Cited Count:

WoS CC Cited Count: 0

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 1

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