光学 精密工程, 2017, 25 (5): 1300, 网络出版: 2017-06-30   

基于视觉显著性的无监督海面舰船检测与识别

Detection and identification of unsupervised ships and warships on sea surface based on visual saliency
作者单位
1 中国科学院 长春光学精密机械与物理研究所, 航空光学成像与测量重点实验室, 吉林 长春 130033
2 中国科学院大学, 北京 100049
引用该论文

徐芳, 刘晶红, 曾冬冬, 王宣. 基于视觉显著性的无监督海面舰船检测与识别[J]. 光学 精密工程, 2017, 25(5): 1300.

XU Fang, LIU Jing-hong, ZENG Dong-dong, WANG Xuan. Detection and identification of unsupervised ships and warships on sea surface based on visual saliency[J]. Optics and Precision Engineering, 2017, 25(5): 1300.

参考文献

[1] GUO W Y, XIA X ZH, WANG X F. A remote sensing ship recognition method based on dynamic probability generative model [J]. Expert Systems with Applications, 2014, 41(14): 6446-6458.

[2] 王刚, 陈永光, 杨锁昌, 等. 采用图像块对比特性的红外弱小目标检测[J].光学 精密工程, 2015, 23(5): 1424-1433.

    WANG G, CHEN Y G, YANG S CH, et al.. Detection of infrared dim small target based on image patch contrast [J]. Opt. Precision Eng., 2015, 23(5): 1424-1433.(in Chinese)

[3] CORBANE C, NAIMAN L, PECOUL E, et al.. A complete processing chain for ship detection using optical satellite imagery [J]. International Journal of Remote Sensing, 2010, 31(22): 5837-5854.

[4] YANG G, LI B, JI S F, et al.. Ship detection from optical satellite images based on sea surface analysis [J]. IEEE Geoscience and Remote Sensing Letters, 2014, 11(3): 641-645.

[5] 苏丽, 庞迪. 全景海域图像中的圆形海天线提取[J]. 光学 精密工程, 2015, 23(11): 3279-3288.

    SU L, PANG D. Circle sea-sky-line extraction in panoramic images [J]. Opt. Precision Eng., 2015, 23(11): 3279-3288.(in Chinese)

[6] TANG J X, DENG C W, HUANG G B, et al.. Compressed-domain ship detection on spaceborne optical image using deep neural network and extreme learning machine [J]. IEEE Transactions on Geoscience and Remote Sensing, 2015, 53(3): 1174-1185.

[7] 王丽, 魏巍, 吴林刚, 等. SAR图像目标识别新方法[J].液晶与显示, 2014, 29(3): 429-434.

    WANG L, WEI W, WU L G, et al.. Novel target recognition method for SAR images [J]. Chinese Journal of Liquid Crystals and Displays, 2014, 29(3): 429-434. (in Chinese)

[8] QI S X, MA J, LIN J, et al.. Unsupervised ship detection based on saliency and S-HOG descriptor from optical satellite images [J]. IEEE Geoscience and remote Sensing Letters, 2015, 12(7): 1451-1455.

[9] ZHANG Y G, ZHANG L B, YU X C. Region of interest extraction based on multiscale visual saliency analysis for remote sensing images [J].Journal of Applied Remote Sensing, 2015, 9, 095050-1-095050-15.

[10] 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.

[11] BRUCE N D B, TSOTSOS J K. Saliency based on information maximization [J].Advances in Neural Information Processing Systems, 2006, 18(5): 155-162.

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

[13] STAS G, LIHI Z M, AYELLET T. Context-aware saliency detection [J].IEEE Transactions on Pattern Analysis and Machine Intelligence, 2012, 34(10): 1915-1926.

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

[15] 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, 2011, 37(3): 409-416.

[16] HOU X D, ZHANG L. Saliency detection: a spectral residual approach [C].IEEE Conference on Computer Vision and Pattern Recognition, Minneapolis, 2007: 1-8.

[17] GUO C L, MA Q, ZHANG L M. Spatio-temporal saliency detection using phase spectrum of quaternion Fourier transform [C]. IEEE Conference on Computer Vision and Pattern Recognition, Minneapolis, 2008: 1-8.

[18] 杜慧, 张涛, 张叶, 等. 基于空频域结合的显著目标检测[J]. 液晶与显示, 2016, 31(9): 913-920.

    DU H, ZHANG T, ZHANG Y, et al.. Saliency detection based on frequency domain combined with spatial domain [J]. Chinese Journal of Liquid Crystals and Displays, 2016, 31(9): 913-920. (in Chinese)

[19] LI J, LEVINE M D, AN X J, et al.. Visual saliency based on scale-space analysis in the frequency domain [J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2012, 35(4): 996-1010.

[20] 张颖颖, 张帅, 张萍, 等. 融合对比度和分布性的图像显著性区域检测[J]. 光学 精密工程, 2014, 22(4): 1012-1019.

    ZHANG Y Y, ZHANG SH, ZHANG P, et al.. Detection of salient maps by fusion of contrast and distribution [J]. Opt. Precision Eng., 2014, 22(4): 1012-1019. (in Chinese)

[21] 李炳燮, 马张宝, 齐清文, 等. Landsat TM遥感影像中厚云和阴影去除[J]. 遥感学报, 2010, 14(3): 534-545.

    LI B X, MA ZH B, QI Q W, et al.. Cloud and shadow removal from Landsat TM data [J]. Journal of Remote Sensing, 2010, 14(3): 534-545. (in Chinese)

[22] PROIA N, PAG V. Characterization of a Bayesian ship detection method in optical satellite images [J]. IEEE Geoscience and Remote Sensing Letters, 2010, 7(2): 226-230.

徐芳, 刘晶红, 曾冬冬, 王宣. 基于视觉显著性的无监督海面舰船检测与识别[J]. 光学 精密工程, 2017, 25(5): 1300. XU Fang, LIU Jing-hong, ZENG Dong-dong, WANG Xuan. Detection and identification of unsupervised ships and warships on sea surface based on visual saliency[J]. Optics and Precision Engineering, 2017, 25(5): 1300.

本文已被 11 篇论文引用
被引统计数据来源于中国光学期刊网
引用该论文: TXT   |   EndNote

相关论文

加载中...

关于本站 Cookie 的使用提示

中国光学期刊网使用基于 cookie 的技术来更好地为您提供各项服务,点击此处了解我们的隐私策略。 如您需继续使用本网站,请您授权我们使用本地 cookie 来保存部分信息。
全站搜索
您最值得信赖的光电行业旗舰网络服务平台!