吉林大学学报(工学版) ›› 2013, Vol. 43 ›› Issue (03): 841-848.doi: 10.7964/jdxbgxb201303047
• 论文 • 上一篇
袁龙涛, 田翔, 陈耀武
YUAN Long-tao, TIAN Xiang, CHEN Yao-wu
摘要: 针对相控阵三维摄像声纳阈值选取的问题,提出了一种新的自适应阈值方法.该方法首先根据检测到的各个波束所属的边缘模式,统计各个波束的邻域对称性,并利用该对称性对原始的基于波束强度的置信度图像进行修正.再采用最大熵原理,计算适用于新的置信度图像的自适应阈值.试验结果表明:该算法能够有效地区分物体区域和背景区域,而所需的计算量仅与常规的空域滤波方法处于同一量级.该自适应阈值算法适合于相控阵三维摄像声纳系统的实时应用.
中图分类号:
[1] Murino V, Trucco A. Three-dimensional image generation and processing in underwater acoustic vision[J]. Proceedings of IEEE, 2000, 88(12): 1903-1948.[2] Davis A, Lugsdin A. High speed underwater inspection for port and harbour security using Coda Echoscope 3D sonar//Proceedings of IEEE OCEANS MTS, Washington, 2005: 2006-2011.[3] Palmese M, Trucco A. From 3D sonar images to augmented reality models for objects buried on the seafloor[J]. IEEE Transactions on Instrumentation and Measurement, 2008, 57(4): 820-828.[4] Sauter D, Parson L. Spatial filtering for speckle reduction, contrast enhancement, and texture analysis of GLORIA images[J]. IEEE Journal of Oceanic Engineering, 1994, 19(4): 563-576.[5] 刘光宇, 卞红雨, 石红. 结合形态学运算的谱抠图声纳图像分割法[J]. 吉林大学学报:工学版,2012, 42(1): 228-233. Liu Guang-yu, Bian Hong-yu, Shi Hong. Sonar image segmentation based on spectral matting using morphological operations[J]. Journal of Jilin University (Engineering and Technology Edition), 2012, 42(1): 228-233.[6] 桑恩方, 沈郑燕, 高云超. 小波域声纳图像自适应增强[J]. 哈尔滨工程大学学报, 2009, 30(4): 411-416. Sang En-fang, Shen Zheng-yan, Gao Yun-chao. Adaptive sonar image enhancement in the wavelet domain[J]. Journal of Harbin Engineering University, 2009, 30(4):411-416.[7] Zhang Xiao-wei, Zheng Xiong-bo. Sidescan sonar image de-noising algorithm in multi-wavelet domain//2010 International Conference on Computer Application and System Modeling. Taiyuan, 2010: 367-371.[8] Murino V. Reconstruction and segmentation of underwater acoustic images combining confidence information in MRF models[J]. Pattern Recognition,2001,34(5):981-997.[9] Lianantonakis M, Petillot Y R. Sidescan sonar segmentation using texture descriptors and active contours[J]. IEEE Journal of Oceanic Engineering, 2007,32(3):744-752.[10] Celik T, Tjahjadi T. A novel method for sidescan sonar image segmentation[J]. IEEE Journal of Oceanic Engineering, 2011, 36(2): 186-194.[11] Sezgin M, Sankur B. Survey over image thresholding techniques and quantitative performance evaluation[J]. Journal of Electronic Imaging, 2004, 13(1): 146-165.[12] Iuculano G, Nielsen L, Zanobini A, et al. The principle of maximum entropy applied in the evaluation of the measurement uncertainty[J]. IEEE Transactions on Instrumentation and Measurement, 2007, 56(3): 717-722.[13] Yen J C, Chang F J, Chang S. A new criterion for automatic multilevel thresholding[J]. IEEE Transactions on Image Processing,1995,4(3): 370-378.[14] Yu Cheng-bo, Zhang Jin, Zhang Yi-meng. Maximum entropy image segmentations based on improved QPSO algorithm//International Conference on Electronic and Mechanical Engineering and Information Technology,Harbin, 2011:3474-3477.[15] Palmese M, Trucco A. An efficient digital CZT beamforming design for near-field 3D sonar imaging[J]. IEEE Journal of Oceanic Engineering, 2010,35(3):584-594. |
[1] | 魏丽英, 崔裕枫, 魏家蓉. 基于局部最大熵换道规则的电动自行车流元胞自动机仿真模型[J]. 吉林大学学报(工学版), 2017, 47(5): 1436-1445. |
[2] | 刘海鸥, 张国鑫, 席军强, 张洪彦, 徐宜. 履带车辆传动系统动态载荷谱信号去噪[J]. 吉林大学学报(工学版), 2017, 47(1): 42-49. |
[3] | 罗乐, 郑旭, 吕义, 郝志勇. 高速列车车轮及轮对的声辐射特性[J]. 吉林大学学报(工学版), 2016, 46(5): 1464-1470. |
[4] | 高印寒, 张澧桐, 梁杰, 王智博, 姜文君. 基于客观心理声学参数的重型商用车车内异响噪声分析[J]. 吉林大学学报(工学版), 2016, 46(1): 43-49. |
[5] | 姜万录,卢传奇,朱勇. 基于HHT和模糊C均值聚类的轴向柱塞泵故障识别[J]. 吉林大学学报(工学版), 2015, 45(2): 429-436. |
[6] | 刘敏时, 王晓曼, 景文博. 双波门自适应阈值法对光束质量M2因子 测量精度的影响[J]. , 2012, 42(04): 1066-1070. |
[7] | 王彬星, 郑四发, 刘海涛, 连小珉. 基于现场测量的多孔材料声学特性参数估计 [J]. , 2012, (03): 545-550. |
[8] | 田广东1,刘玉梅1,熊明烨2,孙也3,储江伟4,徐观1. 基于最大熵原理的产品拆解费用定量分析[J]. 吉林大学学报(工学版), 2011, 41(6): 1641-1645. |
[9] | 陈朋, 陈耀武. 三维声纳频域波束形成算法的优化及实现[J]. 吉林大学学报(工学版), 2010, 40(03): 830-0835. |
[10] | 邓江华,刘献栋,单颖春. 基于近场声全息的车内噪声贡献量[J]. 吉林大学学报(工学版), 2010, 40(03): 666-0671. |
[11] | 李冬梅, 王延杰, 王长宇, 陈枫, 李德辉. 基于FPGA的高速实时图像采集和自适应阈值算法[J]. 吉林大学学报(工学版), 2010, 40(02): 534-0538. |
[12] | 任露泉,孙少明,徐成宇 . 鸮翼前缘非光滑形态消声降噪机理[J]. 吉林大学学报(工学版), 2008, 38(增刊): 126-0131. |
[13] | 孙永海,何小平,孙瑜 . 基于声波的玉米含水量测定[J]. 吉林大学学报(工学版), 2007, 37(03): 726-0730. |
[14] | 连静, 王珂, 吕智莹. 基于B样条小波的自适应阈值多尺度边缘检测[J]. 吉林大学学报(工学版), 2005, 35(05): 542-0546. |
|