Design of a high performance digital architecture for real-time correction of radial lens distortion

被引:0
|
作者
Ngo, Hau T. [1 ]
Asari, Vijayan K. [1 ]
机构
[1] Old Dominion Univ, Dept Elect & Comp Engn, Computat Intelligence & Machine Vis Lab, Norfolk, VA 23529 USA
关键词
D O I
10.1109/MWSCAS.2006.381783
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The radial lens distortion correction technique based on least squares estimation corrects a distorted image by expanding it nonlinearly so that straight lines in the object space remain straight in the image space. An absolute pipelined architecture is designed to correct radial lens distortion in images by partitioning the distortion correction algorithm into four main modules. The architecture includes a CORDIC based rectangular to polar coordinate transformation module, a back mapping module for nonlinear transformation of corrected image space to distorted image space, a CORDIC based polar to rectangular coordinate transformation module, and a linear interpolation module to calculate the intensities of four pixels simultaneously in the corrected image space. The system parameters include the expanded/corrected image size, distorted image size, the back mapping coefficients, distortion center and the center of the corrected image. The hardware architecture can sustain a high throughput rate of 30 4-MegaPixel (Mpixels) frames per second (total of 120 Mpixels). The pipelined architecture design will facilitate the use of dedicated hardware that can be mounted along with the camera unit.
引用
收藏
页码:526 / +
页数:2
相关论文
共 50 条
  • [21] Time Multiplexed VLSI Architecture for Real-Time Barrel Distortion Correction in Video-Endoscopic Images
    Chen, Shih-Lun
    Huang, Hong-Yi
    Luo, Ching-Hsing
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2011, 21 (11) : 1612 - 1621
  • [22] Evaluation and correction of distortion for real-time terahertz camera
    Perraud, J-B
    Redon, O.
    Lalanne-Dera, J.
    Guillet, J-P
    Simoens, F.
    Meilhan, J.
    Mounaix, P.
    2017 42ND INTERNATIONAL CONFERENCE ON INFRARED, MILLIMETER, AND TERAHERTZ WAVES (IRMMW-THZ), 2017,
  • [23] Design of real-time digital image processing system based on high performance computing
    Sun, Hongxing
    Zhang, Yingwei
    Teng, Wei
    INTERNATIONAL JOURNAL OF GRID AND UTILITY COMPUTING, 2024, 15 (3-4) : 352 - 360
  • [24] A pipelined architecture for real-time correction of barrel distortion in wide-angle camera images
    Ngo, HT
    Asari, VK
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2005, 15 (03) : 436 - 444
  • [25] Fieldbus architecture with real-time error correction
    Erdner, T
    FIELDBUS TECHNOLOGY: SYSTEMS INTEGRATION, NETWORKING, AND ENGINEERING, 1999, : 387 - 393
  • [26] Real-Time Lens Distortion Algorithm on an Edge Device With GPU
    Kim, Young-Woo
    Yang, Hyeon-Seok
    Kim, Duksu
    IEEE ACCESS, 2022, 10 : 41748 - 41757
  • [27] Real-time lens distortion algorithm on embedded GPU systems
    Kim, Young-Woo
    Kim, Duksu
    PROCEEDINGS OF SIGGRAPH 2022 POSTERS, SIGGRAPH 2022, 2022,
  • [28] A high performance real-time Interferometry Sensor System Architecture
    Hussain, Tassadaq
    Amin, Saqib
    Zabit, Usman
    Bernal, Olivier D.
    Bosch, Thierry
    MICROPROCESSORS AND MICROSYSTEMS, 2019, 64 : 23 - 33
  • [29] A Modular 1D-CNN Architecture for Real-time Digital Pre-distortion
    De Silva, Udara
    Koike-Akino, Toshiaki
    Ma, Rui
    Yamashita, Ao
    Nakamizo, Hideyuki
    2022 IEEE TOPICAL CONFERENCE ON RF/MICROWAVE POWER AMPLIFIERS FOR RADIO AND WIRELESS APPLICATIONS (PAWR), 2022, : 79 - 81
  • [30] Real time digital correction for distortion in photoelectronic measuring system
    Ling, Wei
    Wang, Zhi-Qian
    Gao, Feng-Duan
    Guangxue Jingmi Gongcheng/Optics and Precision Engineering, 2007, 15 (02): : 277 - 282