Design and implementation of airborne hyperspectral data processing platform compatible with intelligent processing algorithms

被引:0
|
作者
Gong, Kecheng [1 ]
Peng, Yuanxi [1 ]
Jiang, Tian [1 ]
Hao, Hao [1 ]
Zhang, Lixiong [1 ]
Yu, Yongtao [1 ]
机构
[1] Natl Univ Def Technol, State Key Lab High Performance Comp, Changsha 410073, Peoples R China
关键词
Data processing platform; Airborne hyperspectral; Plug-in technology; Qt; Application processing;
D O I
10.1117/12.2552335
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
With the continuous expansion of hyperspectral application scenarios, the traditional universal hyperspectral data processing software system is difficult to meet the needs of the industry, and cannot be quickly connected to the intelligent processing algorithm developed by the industry, which has become one of the bottlenecks in the promotion of hyperspectral to practical applications. In order to meet the needs of various industries for professional processing of hyperspectral data, fast access to intelligent processing algorithm, and highly efficient and reliable transplantation of intelligent processing algorithm to airborne platform, this paper designs an airborne hyperspectral data processing platform compatible with intelligent processing algorithms. The software architecture of "Platform + Plug-in" is realized, which provides comprehensive support for hyperspectral image processing and enables users to focus on the development of intelligent processing algorithms, which can be compatible with different intelligent processing algorithms through simple configuration.
引用
收藏
页数:9
相关论文
共 50 条
  • [31] Intelligent Image Data Processing for Acquiring Target in a Multisensor Platform
    Grigore-Mueler, Octavian
    Barbelian, Mihai
    Arhip, Janel
    Jurba, Mihai
    OPTIM 2010: PROCEEDINGS OF THE 12TH INTERNATIONAL CONFERENCE ON OPTIMIZATION OF ELECTRICAL AND ELECTRONIC EQUIPMENT, PTS I-IV, 2010, : 981 - +
  • [32] Design and implementation of data stream processing applications
    Kwan, Edwin
    Getta, Janusz R.
    Vossough, Ehsan
    ICSOFT 2007: PROCEEDINGS OF THE SECOND INTERNATIONAL CONFERENCE ON SOFTWARE AND DATA TECHNOLOGIES, VOL ISDM/WSEHST/DC, 2007, : 193 - +
  • [33] Design and Implementation of Bicycle Testing Platform with Automatic Image Processing
    Su, Hui-Kai
    Hu, Jia-Long
    Zheng, Ze-Yu
    2018 IEEE INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS-TAIWAN (ICCE-TW), 2018,
  • [34] A new architecture for hyperspectral image processing and analysis system: Design and implementation
    Yu, JL
    Hu, XT
    Zhang, B
    Ning, SN
    THIRD INTERNATIONAL SYMPOSIUM ON MULTISPECTRAL IMAGE PROCESSING AND PATTERN RECOGNITION, PTS 1 AND 2, 2003, 5286 : 696 - 699
  • [35] Processing misregistered hyperspectral data
    Casey, Jason T.
    Lach, Stephen R.
    Kerekes, John P.
    ALGORITHMS AND TECHNOLOGIES FOR MULTISPECTRAL, HYPERSPECTRAL, AND ULTRASPECTRAL IMAGERY XIII, 2007, 6565
  • [36] Signal processing for hyperspectral data
    Varshney, Pramod K.
    Arora, Manoj K.
    Rao, Raghuveer M.
    2006 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING, VOLS 1-13, 2006, : 6039 - 6042
  • [37] Conceptual Design of the CZMIL Data Processing System (DPS): Algorithms and Software for Fusing Lidar, Hyperspectral Data, and Digital Images
    Park, Joong Yong
    Tuell, Grady
    ALGORITHMS AND TECHNOLOGIES FOR MULTISPECTRAL, HYPERSPECTRAL, AND ULTRASPECTRAL IMAGERY XVI, 2010, 7695
  • [38] The Design of Automatic Data Processing Platform for Landscape Layout
    Zhou, Weijia
    Wang, Jingang
    2013 INTERNATIONAL CONFERENCE ON ECONOMIC, BUSINESS MANAGEMENT AND EDUCATION INNOVATION (EBMEI 2013), VOL 17, 2013, 17 : 417 - 421
  • [39] A Design of Processing Platform for Smartphone Based on Big Data
    Zhang, Jie
    Zhang, Ke
    Zhou, Hengxin
    2015 8TH INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE AND DESIGN (ISCID), VOL 1, 2015, : 162 - 165
  • [40] Validation of Information Products of Airborne Hyperspectral Imagery Processing
    V. V. Kozoderov
    T. V. Kondranin
    E. V. Dmitriev
    V. P. Kamentsev
    Izvestiya, Atmospheric and Oceanic Physics, 2019, 55 : 1022 - 1032