| Presentation | 2013-02-18 Automatic Detection of Major Objects in an Image Based on Visual Attention Model Jiro ISHITOBI, Koh YUENSHUYAN, Junji MAEDA, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | The purpose of this research is the automatic detection of major objects in a still image. To develop the techniques of automatic detection of major objects is a challenging task in many fields such as object recognition and image retrieval. We propose an algorithm to detect major objects by using visual attention model based on the early process of the human vision. In the proposed algorithm, we aimed at achiving the automatic detection of major objects by combining the saliency map that extracts perceptually salient features and the segmented image that acquires the boundary of each region. We compare our method with the other methods using the quantitative evaluation with ground truth, and demonstrate the effectiveness of the proposed method. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Visual attention model / saliency map / image segmentation / object detection |
| Paper # | ITS2012-33,IE2012-113 |
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| Conference Information | |
| Committee | IE |
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| Conference Date | 2013/2/11(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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| Paper Information | |
| Registration To | Image Engineering (IE) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Automatic Detection of Major Objects in an Image Based on Visual Attention Model |
| Sub Title (in English) | |
| Keyword(1) | Visual attention model |
| Keyword(2) | saliency map |
| Keyword(3) | image segmentation |
| Keyword(4) | object detection |
| 1st Author's Name | Jiro ISHITOBI |
| 1st Author's Affiliation | Division of Information and Electronic Engineering, Graduate School of Engineering, Muroran Institute of Technology() |
| 2nd Author's Name | Koh YUENSHUYAN |
| 2nd Author's Affiliation | Division of Information and Electronic Engineering, Graduate School of Engineering, Muroran Institute of Technology |
| 3rd Author's Name | Junji MAEDA |
| 3rd Author's Affiliation | Division of Information and Electronic Engineering, Graduate School of Engineering, Muroran Institute of Technology |
| Date | 2013-02-18 |
| Paper # | ITS2012-33,IE2012-113 |
| Volume (vol) | vol.112 |
| Number (no) | 434 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |