Optics and Precision Engineering, Volume. 24, Issue 7, 1807(2016)

Multi-ship saliency detection via patch fusion by color clustering

GUO Shao-jun*... Lou Shu-li and LIU Feng |Show fewer author(s)
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    References(34)

    [1] [1] GOFERMAN S, ZELNIK-MANOR L, TAL A. Context-aware saliency detection[J]. IEEE Transactions on Software Engineering, 2012, 34(10):1915-1926.

    [2] [2] RAMIK D M, SABOURIN C, MORENO R, et al.. A machine learning based intelligent vision system for autonomous object detection and recognition[J]. Applied Intelligence, 2014, 40(2):358-375.

    [3] [3] ITTI L. Automatic foveation for video compression using a neurobiological model of visual attention[J]. IEEE Transactions on Image Processing A Publication of the IEEE Signal Processing Society, 2004, 13(10):1304-1318.

    [4] [4] CHEN T, CHENG M M, TAN P, et al.. Sketch2Photo: internet image montage[J]. ACM Transactions on Graphics, 2010, 28(5):89-97.

    [5] [5] RUAN X C O C. Image saliency map determination device, method, program, and recording medium: EP2797051[P]. 2014.

    [6] [6] WEI Y, FENG J, TAO L, et al.. Salient object detection by composition: US, US8989437[P]. 2015.

    [7] [7] GOPALAKRISHNAN V HU YQ, RAJAN D. Random walks on graphs for salient object detection in images[J]. IEEE Transactions on Image Processing, 2011, 19(12):3232-3242.

    [8] [8] LIU T, YUAN Z J, SUN J, et al.. Learning to detect a salient object[J]. Pattern Analysis & Machine Intelligence, 2010, 33(2):353-367.

    [9] [9] WANG L, XUE R, ZHENG N N, et al.. Automatic salient object extraction with contextual cue[C]. IEEE International Conference on Computer Vision(ICCV), Barcelona, Spain, 2011: 105-112.

    [10] [10] HAREL J, KOCH C, PERONA P: Graph-based visual saliency[J]. Advances in Neural Information Processing Systems, 2006, 19:545-552.

    [11] [11] ACHANTA R, ESTRADA F, WILS P, et al.. Salient region detection and segmentation[J]. Lecture Notes in Computer Science, 2008:66-75.

    [12] [12] CHENG M M, ZHANG G X, MITRA N J, et al.. Global contrast based salient region detection[C]. IEEE International Conference on Computer Vision. Milpitas, CA, 2011:409-416.

    [13] [13] ECONOMOU P, TZAVELAS G. Kullback-Leibler divergence measure based tests concerning the biasness in a sample[J]. Statistical Methodology, 2014, 21(11):88-108.

    [14] [14] XIE Y L, LU H C, YANG M H. Bayesian saliency via low and mid level cues[J]. IEEE Transactions on Image Processing, 2012, 22(5):1689-1698.

    [15] [15] FRANCOIS A R J, SCHULTZ J. Image processing based on depth information and color data of a scene: US, US8823745[P]. 2014.

    [16] [16] WU B, XU L. Integrating bottom-up and top-down visual stimulus for saliency detection in news video[J]. Multimedia Tools & Applications, 2014, 73(3):1053-1075.

    [17] [17] ITTI L, KOCH C, NIEBUR E. A model of saliency-based visual attention for rapid scene analysis[J]. IEEE Transactions on Pattern Analysis & Machine Intelligence, 1998, 20(11):1254-1259.

    [18] [18] HOU X D, HAREL J, KOCH C. Image signature: highlighting sparse salient regions[J].IEEE Transactions on Pattern Analysis & Machine Intelligence, 2012, 34(1):194-201.

    [19] [19] ITTI L, KOCH C. Computational modelling of visual attention. Nature Reviews Neuroscience [J], 2001, 2:194-203.

    [20] [20] CHENGM M. Saliency and similarity detection for image scene analysis [D]. [Ph.D. dissertation], Tianjin: Nan Kai University, 2012: 33-56.

    [21] [21] ACHANTA R, HEMAMI S, ESTRADA F, et al.. Frequency tuned salient region detection[C]. IEEE International Conference on Computer Vision and Pattern Recognition, Miami, Florida, USA, 2009: 1597-1604.

    [22] [22] HOU X, ZHANG L. Saliency detection: a spectral residual approach[C]. IEEE Conference on Computer Vision and Pattern Recognition.Portland, Oregon, USA, 2013: 1-8.

    [23] [23] GUO C, MA Q, ZHANG L. Spatio-temporal Saliency detection using phase spectrum of quaternion fourier transform [C]. IEEE Computer Society Conference on Computer Vision and Pattern Recognition, Anchorage, Alaska, USA, 2008: 1-8.

    [24] [24] CASTELHANO M S, HEAVEN C. Scene context influences without scene gist: Eye movements guided by spatial associations in visual search [J]. Psychonomic Bulletin & Review, 2011, 18(5):890-896.

    [25] [25] CHENG M M, ZHANG G X, MITRA N J, et al.. Global contrast based salient region detection [J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2015, 37(3):409-416.

    [26] [26] ZHANG J, SCLAROFF S. Exploiting surroundedness for saliency detection: a boolean map approach [J]. IEEE Transactions on Pattern Analysis & Machine Intelligence, 2015:1-1.

    [27] [27] YANG C, ZHANG L H, LU H C, et al.. Saliency detection via graph-based manifold ranking [C]. IEEE Conference on Computer Vision and Pattern Recognition., Portland, Oregon, USA, 2013: 3166-3173.

    [28] [28] ZHANG X, CAHILL N D. SLIC superpixels for efficient graph-based dimensionality reduction of hyper spectral imagery [C]. SPIE Defense + Security, International Society for Optics and Photonics, Baltimore, USA. 2015:1-4.

    [29] [29] BAHETI P K, BARMAN K K, KRISHNAMOORTHI R, et al.. Identifying a maximally stable extremal region by skipping comparison of pixels in the region, WO 2014014687 A1[P]. 2014:23-35.

    [30] [30] XU M, ZHANG H. Saliency detection with color contrast based on boundary information and neighbors[J]. Visual Computer, 2014, 31(3):355-364.

    [31] [31] LI B, LI R H, KING I, et al.. A topic-biased user reputation model in rating systems [J]. Knowledge & Information Systems, 2015, 44(3):581-607.

    [32] [32] ANDREW Y NG, MICHAEL I. Jordan and YAIR Weiss. on spectral clustering: analysis and an algorithm [P]. 2002, 2:849C856.

    [33] [33] ZHANG W J, XIONG Q Y. Image salient region detection algorithm based on contrast and spatial location[J]. Joumal of University: Engineering and Technology Edition, 2015, 45(5):1709-1716.

    [34] [34] CHEN W ZH, ZHANG CH H, ZHOU X D. Study of star-sky image background characteristics based on local-histogram gaussian fitting method[J]. Infrared Technology, 2008, 30(4):230-233.(in Chinese)

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    GUO Shao-jun, Lou Shu-li, LIU Feng. Multi-ship saliency detection via patch fusion by color clustering[J]. Optics and Precision Engineering, 2016, 24(7): 1807

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    Paper Information

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    Received: Apr. 27, 2016

    Accepted: --

    Published Online: Aug. 29, 2016

    The Author Email: Shao-jun GUO (guoba2000@163.com)

    DOI:10.3788/ope.20162407.1807

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