Laser & Optoelectronics Progress, Volume. 53, Issue 12, 121501(2016)
Saliency Detection Optimization Method in Natural Scene
[1] [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] [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] [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] [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] [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] [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] [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.
[9] [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] [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] [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.
[13] [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] [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] [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] [16] Sheth C, Babu R V. Object saliency using a background prior[C]. IEEE Conference on Acoustics, Speech and Signal Processing, 2016: 16021012.
[17] [17] Zhang Y B, Zhang F, Guo L. Saliency detection by selective color features[J]. Neurocomputing, 2016, 203: 34-40.
[18] [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] [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] [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] [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] [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] [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] [24] Perazzi F, Krhenbühl 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] [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] [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] [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] [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] [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] [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
Category: Machine Vision
Received: Jul. 18, 2016
Accepted: --
Published Online: Dec. 14, 2016
The Author Email: Li Mou (1552216813@qq.com)