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关联数据分析的船舶航行图像目标检测系统
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作者 肖英楠 孙抒雨 《舰船科学技术》 北大核心 2022年第9期178-181,共4页
海上目标检测技术被广泛应用于军事领域的敌船监测、目标侦察等场景,提高海上航行图像的目标检测质量有重要意义。本文的核心是基于关联数据分析技术,对船舶航行图像进行分析和处理。采用一种灰色关联算法,分别针对船舶航行图像的海陆... 海上目标检测技术被广泛应用于军事领域的敌船监测、目标侦察等场景,提高海上航行图像的目标检测质量有重要意义。本文的核心是基于关联数据分析技术,对船舶航行图像进行分析和处理。采用一种灰色关联算法,分别针对船舶航行图像的海陆分离、图像平滑处理、图像增强等步骤进行详细介绍,通过软件和硬件开发,搭建了基于Windows 10平台的船舶航行图像目标检测系统,有一定的实际应用价值。 展开更多
关键词 关联数据分析 航行图像 目标检测 平滑处理 灰色关联算法
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基于视觉感知技术的低质量舰船航行图像增强系统 被引量:1
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作者 蒋顺生 《舰船科学技术》 北大核心 2023年第15期135-138,共4页
为提升低质量舰船航行图像质量,为舰船航行监测提供可靠依据,设计基于视觉感知技术的低质量舰船航行图像增强系统。该系统以同步动态随机存取内存中存储的低质量舰船航行图像为基础,利用FPGA矫正图像畸变后,在SDRAM控制模块的控制下,经... 为提升低质量舰船航行图像质量,为舰船航行监测提供可靠依据,设计基于视觉感知技术的低质量舰船航行图像增强系统。该系统以同步动态随机存取内存中存储的低质量舰船航行图像为基础,利用FPGA矫正图像畸变后,在SDRAM控制模块的控制下,经由通信模块将图像传送至图像增强模块中,该模块采用视觉感知技术,增强舰船航行图像后,通过PCI总线传送至PC机中,呈现低质量舰船航行图像增强结果。测试结果表明:该系统具有较好的低质量图像增强性能,增强后图像的度平均梯度和图像信息熵的结果均在0.92以上;图像的边缘轮廓质量较好,有效改善了图像模糊情况,并且避免图像增强后发生色彩失真现象,图像细节的完整性较好。 展开更多
关键词 视觉感知技术 低质量 舰船航行图像 增强系统 色彩失真 边缘轮廓
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基于视觉传达的船舶航行图像优化研究
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作者 张璐 《舰船科学技术》 北大核心 2023年第19期177-180,共4页
为了改善船舶航行图像质量,准确分辨图像信息,提出基于视觉传达的船舶航行图像优化方法。利用双边滤波器与冲击滤波器处理模糊船舶航行图像,达到图像去噪、纹理平滑以及边缘特征增强的目的。根据模糊核的稀疏性特点,通过正则化交替迭代... 为了改善船舶航行图像质量,准确分辨图像信息,提出基于视觉传达的船舶航行图像优化方法。利用双边滤波器与冲击滤波器处理模糊船舶航行图像,达到图像去噪、纹理平滑以及边缘特征增强的目的。根据模糊核的稀疏性特点,通过正则化交替迭代方式实现模糊最佳估计结果的确定后,基于梯度稀疏的反卷积方法实现模糊图像的复原,运用HSV色彩模型对复原后的船舶航行图像作优化处理,获得高质量船舶航行图像。实验结果表明,该方法可实现模糊船舶航行图像视觉传达优化,优化后图像的结构相似度、信息熵指标最高可达0.967、9.49,边缘强度、梯度均值、彩色熵指标达到设定要求,图像视觉优化效果突出。 展开更多
关键词 视觉传达 模糊不清 船舶航行图像 双边滤波器 冲击滤波器 正则化
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Underwater Terrain-Aided Navigation Based on Multibeam Bathymetric Sonar Images 被引量:2
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作者 Ziqi Song Hongyu Bian Adam Zielinski 《Journal of Marine Science and Application》 CSCD 2015年第4期425-433,共9页
Underwater terrain-aided navigation is used to complement the traditional inertial navigation employed by autonomous underwater vehicles during lengthy missions. It can provide fixed estimations by matching real-time ... Underwater terrain-aided navigation is used to complement the traditional inertial navigation employed by autonomous underwater vehicles during lengthy missions. It can provide fixed estimations by matching real-time depth data with a digital terrain map, This study presents the concept of using image processing techniques in the underwater terrain matching process. A traditional gray-scale histogram of an image is enriched by incorporation with spatial information in pixels. Edge comer pixels are then defined and used to construct an edge comer histogram, which employs as a template to scan the digital terrain map and estimate the fixes of the vehicle by searching the correlation peak. Simulations are performed to investigate the robustness of the proposed method, particularly in relation to its sensitivity to background noise, the scale of real-time images, and the travel direction of the vehicle. At an image resolution of 1 m2/pixel, the accuracy of localization is more than 10 meters. 展开更多
关键词 underwater acoustics terrain-aided navigation sonar images HISTOGRAM autonomous underwater vehicle multibeam bathymetric sonar
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Acquisition of Directional Parameters in Aerial Images Based on DEM Data
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作者 LIPingxiang YUJie BIANFuling 《Geo-Spatial Information Science》 2005年第1期23-27,共5页
This paper develops a method which can be used to assist aerial navigation by determining the spatial position and posture of the aerial photographic plane. After the method, aerial images match known DEM to capture t... This paper develops a method which can be used to assist aerial navigation by determining the spatial position and posture of the aerial photographic plane. After the method, aerial images match known DEM to capture the spatial position and posture. Some aerial images and terrain data are used to testify our method. Compared with those of analytic and stereo mappers, the results by our method are correspondent to real measurements well. 展开更多
关键词 aerial navigation aerial images DEM data
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Surgical simulation and evaluation in anterior cruciate ligament reconstruction with image-free navigation
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作者 王田苗 《High Technology Letters》 EI CAS 2009年第1期32-37,共6页
A surgical simulation and evaluation method in the anterior cruciate ligament(ACL)reconstructionwith image-free navigation was presented.Firstly,video tracking module,bone surface reconstructionmodule and virtual simu... A surgical simulation and evaluation method in the anterior cruciate ligament(ACL)reconstructionwith image-free navigation was presented.Firstly,video tracking module,bone surface reconstructionmodule and virtual simulation module of this system were discussed.Secondly,the coordinate relations ofseveral surgery objects(including surgical instrument,anatomical,camera and screen)in the surgicalenvironment,the tracking based on MicronTracker with two cameras and the bone surface real-time recon-struction based on the Delaunay algorithm were introduced in detail.Finally,experiments of anisometrymeasurement and virtual simulation on two plastics were carried out to verify the validity of the proposedmethod.The anisometry value of reconstructed ACL was 8.970039mm.The effectiveness of ACL recon-struction has been proved by preliminary evaluation trials. 展开更多
关键词 MicronTracker monitoring anisometry ACL reconstruction virtual simulation EVALUATION
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