A real-time compressing method for complex SAR images

被引:0
|
作者
Xia, WP [1 ]
Wang, ZS [1 ]
Zhai, JF [1 ]
Han, JZ [1 ]
机构
[1] Chinese Acad Sci, Inst Comp Technol, Beijing 100080, Peoples R China
关键词
complex SAR image; DRT (data regress time); real-time; compression;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Complex image compression is widely used in diverse remote sensing applications in order to reduce the costs of data storage and release the burden of data transmission on limited data transmission channels. However. the huge amount of data makes it difficult to compress in real-time. A novel real-time compressing method for complex SAR images is presented in this paper. The system uses a fixed-point DSP of TI SM320c6416 with IGB SDRAM (Synchronous Dynamic Random Access Memory). After removing the redundancy of complex image in frequency domain, arithmetic codec is applied for statistical redundancy further. With the least data regress times, good performance is achieved. The results show that compressing a complex image of 8192*2048 needs only 4315ms in an acceptable distortion with compression ratio of 16.214:1. So the method is highly suitable for real-time (or low delay) applications.
引用
收藏
页码:816 / 818
页数:3
相关论文
共 50 条
  • [1] Real-time polygon extraction from complex images
    Gates, JW
    Haseyama, M
    Kitajima, H
    ISCAS 2000: IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS - PROCEEDINGS, VOL V: EMERGING TECHNOLOGIES FOR THE 21ST CENTURY, 2000, : 309 - 312
  • [2] A real-time deep learning network for ship detection in SAR images
    Zhou, Wenxue
    Zhang, Huachun
    SIGNAL IMAGE AND VIDEO PROCESSING, 2024, 18 (02) : 1893 - 1899
  • [3] A real-time deep learning network for ship detection in SAR images
    Wenxue Zhou
    Huachun Zhang
    Signal, Image and Video Processing, 2024, 18 : 1893 - 1899
  • [4] A real-time Hough-based method for segment detection in complex multisensor images
    Foresti, GL
    REAL-TIME IMAGING, 2000, 6 (02) : 93 - 111
  • [5] Multiple phase difference method for real-time SAR autofocus
    Koo, VC
    Chan, YK
    Chuah, HT
    JOURNAL OF ELECTROMAGNETIC WAVES AND APPLICATIONS, 2006, 20 (03) : 375 - 388
  • [6] Real-Time Processing of SAR Images for Linear and Non-Linear Tracks
    Que, Russel
    Ponce, Octavio
    Scheiber, Rolf
    Reigber, Andreas
    2016 17TH INTERNATIONAL RADAR SYMPOSIUM (IRS), 2016,
  • [7] Real-time processing of X-SAR images during the SRTM mission
    Montalto, G
    Serafini, T
    Nirchio, F
    DASIA 2000: DATA SYSTEMS IN AEROSPACE, PROCEEDINGS, 2000, 457 : 521 - 528
  • [8] A SAR FOR REAL-TIME ICE RECONNAISSANCE
    NICHOLS, AD
    WILHELM, JW
    GAFFIELD, TW
    INKSTER, DR
    LEUNG, SK
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 1986, 24 (03): : 383 - 390
  • [9] A New Distortion Correction Method for FMCW SAR Real-Time Imaging
    Gu, Chengfei
    Chang, Wenge
    Li, Xiangyang
    Jia, Gaowei
    Luan, Xinqun
    IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2017, 14 (03) : 429 - 433