Visual saliency detection: From space to frequency
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- 作者：Dongyue Chen ; chendongyue@ise.neu.edu.cn" class="auth_mail" title="E-mail the corresponding author ; Tong Jia ; Chengdong Wu
- 关键词：Saliency detection ; Human fixation prediction ; Gabor function ; Fourier transform ; Multi-scale saliency
- 刊名：Signal Processing: Image Communication
- 出版年：2016
- 出版时间：May 2016
- 年：2016
- 卷：44
- 期：Complete
- 页码：57-68
- 全文大小：4642 K
文摘
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Some frequency-based saliency models can be transformed into the space domain.
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The frequency-based model derived from the transformation of multiple Gabor filters outperforms most of competing models.
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The SWE-based scale competition is a better scheme for scale combination.
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ARI is a better saliency metric than other AUC-based metrics.