A Method for UAV Real-Time Image Simulation Based on Hierarchical Degradation Model

被引：0
|
作者：
Liu, Shuo [1 ]
Li, Hongguang [1 ]
Yuan, Yongxian [1 ]
Ding, Wenrui [1 ]
机构：
[1] Beihang Univ, Res Inst Unmanned Aerial Vehicle, Beijing 100191, Peoples R China
来源：
FOUNDATIONS OF INTELLIGENT SYSTEMS (ISKE 2013) | 2014年 / 277卷
关键词：
Image simulation; Degradation model; UAV real-time image;
D O I：
10.1007/978-3-642-54924-3_21
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
A large number of unmanned aerial vehicle (UAV) real-time image samples are required in the UAV flight simulation training system. In order to alleviate the lack of image source situation, the method of simulating UAV real-time image is proposed. First, the degradation factors are analyzed. Then, the hierarchical degradation model is established and the method of real-time image simulation is given. Finally, this method is simulated on the Visual C++ platform and the generation of UAV real-time image with a variety of defects is realized. The experimental results show that the simulation images are realistic, fulfill the demand of the UAV flight simulation training system, and this method shows high effectiveness and practicality.
引用
收藏
页码：221 / 232
页数：12
相关论文
共 50 条
  • [11] An environment for real-time simulation based on the TMO model
    Kim, MH
    Kim, JG
    INTERNATIONAL CONFERENCE ON PARALLEL AND DISTRIBUTED PROCESSING TECHNIQUES AND APPLICATIONS, VOLS I-V, PROCEEDINGS, 1999, : 592 - 598
  • [12] A Real-Time Unmanned Aerial Vehicle (UAV) Aerial Image Object Detection Model
    Tan, Li
    Liu, Zikang
    Liu, He
    Li, Dongfang
    Zhang, Chen
    2024 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, IJCNN 2024, 2024,
  • [13] A Simulation Configuration Method for Real-Time Simulation Based on Requirements Analysis
    Zhao, Wenshuai
    Yang, Shubo
    Wang, Xi
    Long, Yifu
    Jiang, Zhen
    Liu, Jiashuai
    IEEE ACCESS, 2022, 10 : 77781 - 77790
  • [14] An Optimal Simulation Configuration Method for Real-Time Simulation Based on Simulation Requirements
    Zhao, Wenshuai
    Wang, Xi
    Yang, Shubo
    Long, Yifu
    IEEE ACCESS, 2023, 11 : 19988 - 19998
  • [15] A real time video image stitching method for UAV based on spherical transformation
    Zeng G.
    Niu Z.
    Zheng L.
    Li J.
    Hao D.
    Hangkong Xuebao/Acta Aeronautica et Astronautica Sinica, 2023, 44 (24):
  • [16] A REAL-TIME, HIERARCHICAL MULTIMICROPROCESSOR IMAGE REDUCTION SYSTEM
    BOURBAKIS, NG
    MICROPROCESSING AND MICROPROGRAMMING, 1985, 16 (4-5): : 287 - 293
  • [17] Validation of model-based adaptive control method for real-time hybrid simulation
    Ning, Xizhan
    Huang, Wei
    Xu, Guoshan
    Wang, Zhen
    Zheng, Lichang
    SMART STRUCTURES AND SYSTEMS, 2023, 31 (03) : 259 - 273
  • [18] An Image-Based Real-Time Georeferencing Scheme for a UAV Based on a New Angular Parametrization
    Khoramshahi, Ehsan
    Oliveira, Raquel A.
    Koivumaki, Niko
    Honkavaara, Eija
    REMOTE SENSING, 2020, 12 (19) : 1 - 27
  • [19] A model of hierarchical real-time virtual resources
    Feng, X
    Mok, AK
    23RD IEEE REAL-TIME SYSTEMS SYMPOSIUM, PROCEEDINGS, 2002, : 26 - 35
  • [20] Simulation and verification tool for hierarchical real-time systems
    Sebestyénovà, J
    11TH IEEE INTERNATIONAL CONFERENCE AND WORKSHOP ON THE ENGINEERING OF COMPUTER-BASED SYSTEMS, PROCEEDINGS, 2004, : 255 - 261
12345