Semisupervised heterogeneous ensemble for ship target discrimination in synthetic aperture radar images     

Yongxu Li  Xudong Lai  Mingwei Wang 《海洋学报(英文版)》2022,41(7):180-192

Ship detection using synthetic aperture radar (SAR) plays an important role in marine applications. The existing methods are capable of quickly obtaining many candidate targets, but numerous non-ship objects may be wrongly detected in complex backgrounds. These non-ship false alarms can be excluded by training discriminators, and the desired accuracy is obtained with enough verified samples. However, the reliable verification of targets in large-scene SAR images still inevitably requires manual interpretation, which is difficult and time consuming. To address this issue, a semisupervised heterogeneous ensemble ship target discrimination method based on a tri-training scheme is proposed to take advantage of the plentiful candidate targets. Specifically, various features commonly used in SAR image target discrimination are extracted, and several acknowledged classification models and their classic variants are investigated. Multiple discriminators are constructed by dividing these features into different groups and pairing them with each model. Then, the performance of all the discriminators is tested, and better discriminators are selected for implementing the semisupervised training process. These strategies enhance the diversity and reliability of the discriminators, and their heterogeneous ensemble makes more correct judgments on candidate targets, which facilitates further positive training. Experimental results demonstrate that the proposed method outperforms traditional tri-training.  相似文献   

舰船气泡尾流分布的BPBE表征方法研究          下载免费PDF全文

王桂军  闫雪飞  金良安  苑志江 《海洋工程》2014,32(1):99-105

基于气泡群平衡方程(BPBE),提出一种用于更系统表征舰船气泡尾流变化特征的数值模型。模型的创新处在于既能反映气体传质因素的影响,又考虑了尾流中实际存在的气泡聚并现象,且具有简单易行,运算效率高的特点。分析结果表明:聚并在近尾流区作用强烈,传质在远程尾流区作用明显;聚并对BND的分布变化影响不大,对气含量的发展变化则发挥着主要作用;尺寸为70~80 um的气泡BND最大,尺寸为200 um的气泡气含量最大。  相似文献   

船舶定线制在海图上的表示方法分析          下载免费PDF全文

王焕  李纪东  孔海英 《海洋测绘》2014,(2):56-59

详细介绍了船舶定线制的起源以及在国内的应用情况,结合实例分析船舶定线制的完整体系,提出自己的分类方法,重点探讨船舶定线制这种复杂要素在海图上的表示原则和方法,以及如何在航海通告中明确表述该要素。  相似文献   

Nonlinear optimization method of ship floating condition calculation in wave based on vector     

丁宁  余建星 《中国海洋工程》2014,28(4):471-478

Ship floating condition in regular waves is calculated. New equations controlling any ship＇s floating condition are proposed by use of the vector operation. This form is a nonlinear optimization problem which can be solved using the penalty function method with constant coefficients. And the solving process is accelerated by dichotomy. During the solving process, the ship＇s displacement and buoyant centre have been calculated by the integration of the ship surface according to the waterline. The ship surface is described using an accumulative chord length theory in order to determine the displacement, the buoyancy center and the waterline. The draught forming the waterline at each station can be found out by calculating the intersection of the ship surface and the wave surface. The results of an example indicate that this method is exact and efficient. It can calculate the ship floating condition in regular waves as well as simplify the calculation and improve the computational efficiency and the precision of results.  相似文献   

Quantifying the Response Strength of the Southern Stratospheric Polar Vortex to Indian Ocean Warming in Austral Summer简     

LI Shuanglin  CHEN Xiaoting 《大气科学进展》2014,31(2):492-503

A previous multiple-AGCM study suggested that Indian Ocean Warming （IOW） tends to warm and weaken the southern polar vortex.Such an impact is robust because of a qualitative consistency among the five AGCMs used.However,a significant difference exists in the modeled strengths,particularly in the stratosphere,with those in three of the AGCMs （CCM3,CAM3,and GFS） being four to five times as strong as those in the two other models （GFDL AM2,ECHAM5）.As to which case reflects reality is an important issue not only for quantifying the role of tropical ocean warming in the recent modest recovery of the ozone hole over the Antarctic,but also for projecting its future trend.This issue is addressed in the present study through comparing the models＇ climatological mean states and intrinsic variability,particularly those influencing tropospheric signals to propagate upward and reach the stratosphere.The results suggest that differences in intrinsic variability of model atmospheres provide implications for the difference.Based on a comparison with observations,it is speculated that the impact in the real world may be closer to the modest one simulated by GFDL AM2 and ECHAM5,rather than the strong one simulated by the three other models （CCM3,CAM3 and GFS）.In particular,IOW during the past 50 years may have dynamically induced a 1.0℃ warming in the polar lower stratosphere （～100 hPa）,which canceled a fraction of radiative cooling due to ozone depletion.  相似文献   

Chandler摆动的双频现象用于拟合极移确定项的研究     

魏二虎  殷志祥 《测绘信息与工程》2014,(3):5-7

极移中Chandler摆动出现的双频现象,一直以来为许多学者所关注。推导了基于Chandler摆动双频的极移确定项模型,并采用该模型对极移确定项进行了拟合。与仅采用单频进行确定项拟合的对比表明,利用双频能取得更理想的结果。  相似文献   

利用LS_AR模型对极移参数的中长期预报     

魏二虎  杨亚利  金双根  刘经南 《测绘信息与工程》2014,(4):5-9

为了满足深空探测器自主导航定位对极移参数中长期预报的需求,阐述了基于LS_AR模型的极移参数中长期预报和精度评定的原理,提出了4种改进方案对LS_AR模型的构建进行优化,并利用IERS提供的1990～1996年的极移参数的时间序列检验4种优化方案,得到了最优的预报模型,在400 d跨度上,其预报结果的平均绝对误差比未优化的模型小3 mas左右。  相似文献   

西南极菲尔德斯半岛白垩纪晚期和第三纪早期岩石的古地磁学及其大地构造意义          下载免费PDF全文

刘椿  朱日祥  郑祥身  刘小汉  金增信  冯宇 《极地研究》1991,3(2):136-143

采自菲尔德斯半岛白垩纪晚期和第三纪早期五个岩层单位的12个采点109块定向岩芯标本进行了系统的古地磁学测定,从中得知,55～45Ma时期,该区极位置与澳大利亚的同时期结果不同,它经历了大约20°～30°的南向水平移动与70°～80°的西向旋转,逐渐地构成了今日彼此相对位置的格架。文章绘制出南极洲的视极移曲线。  相似文献   

鲫鲤杂交一代（F_1）自交的受精细胞学观察     

杨葆生 《广东海洋大学学报》1996,(2)

采用人工催产、波恩氏液固定、石蜡切片和Ｈ·Ｅ染色等方法，研究了杂交一代（Ｆ１）自交的受精细胞学过程。结果表明，鲫鲤杂交一代自交时有正常的受精细胞学过程。受精后，卵子完成第二次成熟分裂，排出第二极体；１５ｍｉｎ，雌雄性原核形成，２０ｍｉｎ，两性原核完全融合，形成二倍体的合子，４０ｍｉｎ，开始进行卵裂；１ｈ，两个分裂球出现，本实验为Ｆ２代是二倍体提供了证据。  相似文献   

Apparent polar wander of the mean-lithosphere reference frame     

Richard G. Gordon  Roy A. Livermore 《Geophysical Journal International》1987,91(3):1049-1057

Apparent polar wander in the mean-lithosphere (= no-net-rotation = no-net-torque uniform drag) reference frame is compared with apparent polar wander in the hotspot reference frame over the past 100 Myr. Palaeo-magnetic poles and plate rotations previously used to determine an apparent polar wander path for the hotspot reference frame are here used to determine an apparent polar wander path in the mean-lithosphere reference frame. We find that the two paths are similar, especially for Late Cretaceous time, when a 10°–20° shift of the pole occurred. To first-order the hotspots and lithosphere (as a whole) moved in unison relative to the palaeomagnetic axis during Late Cretaceous time. A non-dipole field explanation for the apparent shift can probably be excluded. However, either motion of the time-averaged geomagnetic axis relative to the spin axis or polar wandering could have caused this shift, the latter being the more likely explanation.  相似文献