• Laser & Optoelectronics Progress
  • Vol. 53, Issue 12, 121501 (2016)
Mou Li*, Zhang Xuewu, Zhang Zhuo, Li Min, and Fan Xinnan
Author Affiliations
  • [in Chinese]
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    DOI: 10.3788/lop53.121501 Cite this Article Set citation alerts
    Mou Li, Zhang Xuewu, Zhang Zhuo, Li Min, Fan Xinnan. Saliency Detection Optimization Method in Natural Scene[J]. Laser & Optoelectronics Progress, 2016, 53(12): 121501 Copy Citation Text show less
    References

    [1] Zhu G K, Wang Q, Yuan Y. Tag-saliency: combining bottom-up and top-down information for saliency detection[J]. Computer Vision and Image Understanding, 2014, 118: 40-49.

    [2] Tian Y H, Li J, Yu S, et al. Learning complementary saliency priors for foreground object segmentation in complex scenes[J]. International Journal of Computer Vision, 2015, 111(2): 153-170.

    [3] Jung C, Kim C. A unified spectral-domain approach for saliency detection and its application to automatic object segmentation[J]. IEEE Transactions on Image Processing, 2012, 21(3): 1272-1283.

    [4] Donoser M, Urschler M, Hirzer M, et al. Saliency driven total variation segmentation[C]. IEEE 12th International Conference on Computer Vision, 2009: 5459296.

    [5] Rutishauser U, Walther D, Koch C, et al. Is bottom-up attention useful for object recognition [C]. IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2004: 8161487.

    [6] Khuwuthyakorn P, Robles-Kelly A, Zhou J. Object of interest detection by saliency learning[C]. 11th European Conference on Computer Vision, 2010, 6312: 636-649.

    [7] Wu Di, Tang Yongqi, Lin Guohan, et al. Roboust face recognition based on significance local directional pattern and deep learning[J]. Journal of Optoelectronics·Laser, 2016, 27(6): 655-661.

    [8] Lin Chang, He Bingwei, Dong Shengsheng. An indoor object fast detection method based on visual attention mechanism of fusion depth information in RGB image[J]. Chinese J Lasers, 2014, 41(11): 1108005.

    [9] Hou X D, Harel J, Koch C. Image signature: highlighting sparse salient regions[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2011, 34(1): 194-201.

    [10] Gao Y, Wang M, Zha Z J, et al. Visual-textual joint relevance learning for tag-based social image search[J]. IEEE Transactions on Image Processing, 2013, 22(1): 363-376.

    [11] Zhang Libao, Zhang Jue. A new adaptive fusion method based on saliency analysis for remote sensing images[J]. Chinese J Lasers, 2015, 42(1): 0114001.

    [12] Li Meng, Hua Weiping, Zhao Jufeng. Dual-band image fusion using visual attention extraction with multiple windows[J]. Laser & Optoelectronics Progress, 2015, 52(12): 121002.

    [13] Zhu W J, Liang S, Wei Y C, et al. Saliency optimization from robust background detection[C]. IEEE Conference on Computer Vision and Pattern Recognition, 2014: 2814-2821.

    [14] Jiang H Z, Wang J D, Yuan Z J, et al. Salient object detection: a discriminative regional feature integration approach[C]. IEEE Conference on Computer Vision and Pattern Recognition, 2014: 1-14.

    [15] Rahman I, Hollitt C, Zhang M J. Contextual-based top-down saliency feature weighting for target detection[J]. Machine Vision and Applications, 2016, 27(6): 893-914.

    [16] Sheth C, Babu R V. Object saliency using a background prior[C]. IEEE Conference on Acoustics, Speech and Signal Processing, 2016: 16021012.

    [17] Zhang Y B, Zhang F, Guo L. Saliency detection by selective color features[J]. Neurocomputing, 2016, 203: 34-40.

    [18] Borji A, Parks D, Itti L. Complementary effects of gaze direction and early saliency in guiding fixations during free viewing[J]. Journal of Vision, 2014, 14(13): 191084.

    [19] Chen H Y, Leou J J. A new visual attention model using texture and object features[C]. IEEE 8th International Conference on Computer and Information Technology Workshops, 2008: 10089863.

    [20] Zhang L B, Yang L, Luo T J. Unified saliency detection model using color and texture features[J]. PlOS, 2016, 11(2): 0149328.

    [21] Altmann C F, Deubelius A, Kourtzi Z. Shape saliency modulates contextual processing in the human lateral occipital complex[J]. Journal of Cognitive Neuroscience, 2004, 16(5): 794-804.

    [22] Lang C Y, Nguyen T V, Katti H, et al. Depth matters: influence of depth cues on visual saliency[C]. 12th European Conference on Computer Vision, 2012, 7573: 101-115.

    [23] Cheng M, Mitra N J, Huang X, et al. Global contrast based salient region detection[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2015, 37(3): 569-582.

    [24] Perazzi F, Krhenbühl P, Pritch Y, et al. Saliency filters: contrast based filtering for salient region detection[C]. IEEE Conference on Computer Vision and Pattern Recognition, 2012: 733-740.

    [25] Liu Z, Zou W B, Meur O L. Saliency tree: a novel saliency detection framework[J]. IEEE Transactions on Image Processing, 2014, 23(5): 1937-1952.

    [26] Itti L, Koch C, Niebur E. A model of saliency-based visual attention for rapid scene analysis[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 1998, 20(11): 1254-1259.

    [27] Hu Y Q, Xie X, Ma W Y, et al. Salient region detection using weighted feature maps based on the human visual attention model[C]. Springer, 2004: 993-1000.

    [28] Jiang H Z, Wang J D, Yuan Z J, et al. Salient object detection: a discriminative regional feature integration approach[C]. IEEE Conference on Computer Vision and Pattern Recognition, 2013: 2083-2090.

    [29] Sugano Y, Matsushita Y, Sato Y. Appearance-based gaze estimation using visual saliency[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2013, 35(2): 329-341.

    [30] Achanta R, Hemami S, Estrada F, et al. Frequency-tuned salient region detection[C]. IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2009: 5206596.

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    Mou Li, Zhang Xuewu, Zhang Zhuo, Li Min, Fan Xinnan. Saliency Detection Optimization Method in Natural Scene[J]. Laser & Optoelectronics Progress, 2016, 53(12): 121501
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