The Point Target Recognition Techniques Based on the Maximum Likelihood Ratio Criterion

LI Jin-zong; WEI Xiang-quan; LI Ning-ning; WANG Song

您当前的位置：

首页 >

文章列表页 >

The Point Target Recognition Techniques Based on the Maximum Likelihood Ratio Criterion

更新时间：2025-07-16

- The Point Target Recognition Techniques Based on the Maximum Likelihood Ratio Criterion
- Acta Electronica Sinica Vol. 31, Issue 8, Pages: 1217-1221(2003)
- 作者机构：
  
  1. 哈尔滨工业大学电子与通信工程系,黑龙江,哈尔滨,150001
  2. 北京空间飞行器总体设计部,北京,100087
  3. 哈尔滨工业大学电子与通信工程系黑龙江哈尔滨,150001
  4. 北京空间飞行器总体设计部北京,100087
- 作者简介：
- 基金信息：
- DOI：
  CLC： TN911.7
- Published：2003
- 稿件说明：
移动端阅览
LI Jin-zong, WEI Xiang-quan, LI Ning-ning, et al. The Point Target Recognition Techniques Based on the Maximum Likelihood Ratio Criterion[J]. Acta Electronica Sinica, 2003, 31(8): 1217-1221.
DOI：

LI Jin-zong, WEI Xiang-quan, LI Ning-ning, et al. The Point Target Recognition Techniques Based on the Maximum Likelihood Ratio Criterion[J]. Acta Electronica Sinica, 2003, 31(8): 1217-1221. DOI：

摘要

本文介绍一种自适应算法

通过候选目标轨迹检测、最大似然比优化算法和后处理等一系列操作

从已经抑制CN序列和UCN序列的低信噪比图像序列中自动识别在视场中做匀速直线运动的点目标.文内给出了各项操作的理论分析和优化算法

实验结果证实了理论分析的正确性和自适应算法的可行性.本算法可识别最低信噪比为0.5

且对红外、可见光等不同种类图像序列兼容

优化算法可以大大降低数据处理量.

Abstract

Based on a series of operations such as detecting candidate target trajectories

the optimal algorithm of maximum likelihood ratio judgment and post-processing

etc.

this paper presents a kind of adaptive algorithms that can automatically recognize the point targets making straight movement with uniform velocity in the field of view from low SNR image sequence in which CN- and UCN- sequences are all suppressed. The theoretical analyses and optimal algorithms of various kinds of operations are expounded in the paper. The experimental results have proved the correctness of theoretical analyses and the feasibility of the adaptive algorithms. The lowest distinguishable SNR is 0.5

and the optimal algorithms are compatible with infrared- and television image sequences. The quantity of data processing can be also greatly reduced by the optimal algorithms.

关键词

Keywords

references

Views

937

下载量

CSCD

Alert me when the article has been cited

提交

Tools

Publicity Resources

The Techniques of Suppressing UCN-Sequence

Review on the Application of Metasurface-Based Impedance Matching Layer for Non-Destructive Testing Signal Enhancement

Multi-Angle ISAR Recognition Method for Space Targets Based on Feature Correlation of Key Components

Research on a Gesture Recognition Algorithm for FMCW Radar Based on Bidimensional Filtering and Adaptive Fixed Length

Target Recognition Technology Based on a New Joint Sensing Matrix for Compressed Learning

Related Author

HAO Tong

ZHENG Wu-an

LI Xiao-jing

YUAN Hao-xuan

ZHANG Yun

HUANG Yan-kun

TIAN Jin

KONG Wei-min

Related Institution

College of Surveying and Geo-Informatics, Tongji University

Center for Spatial Information Science and Sustainable Development Applications, Tongji University

School of Physics Science and Engineering, Tongji University

School of Electronics and Information Engineering, Harbin Institute of Technology

College of Information Science & Electronic Engineering， Zhejiang University

⁰