ToF Estimation Based on Compressed Real-Time Histogram Builder for SPAD Image Sensors

被引:0
|
作者
Vornicu, I. [1 ]
Darie, A. [1 ]
Carmona-Galan, R. [1 ]
Rodriguez-Vazquez, A. [1 ]
机构
[1] Univ Seville, CSIC, CNM, Inst Microelect Sevilla,IMSE, Seville, Spain
关键词
time-of-flight (ToF) computation algorithm; single photon avalanche diode (SPAD); compressed temporal histogram; FPGA implementation; 3D imaging;
D O I
暂无
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
This paper presents a FPGA implementation of a novel depth map estimation algorithm for direct time-of-flight CMOS image sensors (dToF-CISs) based on single-photon avalanche-diodes (SPADs). Conventional ToF computation algorithms rely on complete ToF histograms. The next generation of high speed dToF-CIS is expected to have wide dynamic range and high depth resolution. Applications such as 3D imaging based on dToF-CISs require pixel-level ToF histograms which have to be stored by huge fully-random access memory (RAM) modules. The proposed shifted inter-frame histogram (SiFH) algorithm has the same accuracy but requires a memory footprint 128 times smaller than the conventional algorithm. Thus a much larger number of pixels can be resolved using limited block RAM resources of FPGAs. Moreover the overall frame rate is also remarkably improved compared to the scanning method. The proof of concept of the SiFH algorithm on 15 bits has been implemented on Spartan-3E. An automated testbench was developed to confirm that no ambiguity errors occur along the entire dynamic range.
引用
收藏
页数:4
相关论文
共 50 条
  • [31] Compact SPAD-Based Pixel Architectures for Time-Resolved Image Sensors
    Perenzoni, Matteo
    Pancheri, Lucio
    Stoppa, David
    SENSORS, 2016, 16 (05):
  • [32] Real-time traversal in grammar-based compressed files
    Gasieniec, L
    Kolpakov, R
    Potapov, I
    Sant, P
    DCC 2005: Data Compression Conference, Proceedings, 2005, : 458 - 458
  • [33] Compressed Sensing Based Real-time Control in a Smart Grid
    Tang, Hui
    Xu, Yinliang
    Li, Zhicheng
    2016 IEEE PES ASIA-PACIFIC POWER AND ENERGY ENGINEERING CONFERENCE (APPEEC), 2016, : 1782 - 1786
  • [34] Compressed Sensing Based Real-Time Dynamic MRI Reconstruction
    Majumdar, Angshul
    Ward, Rabab K.
    Aboulnasr, Tyseer
    IEEE TRANSACTIONS ON MEDICAL IMAGING, 2012, 31 (12) : 2253 - 2266
  • [35] Real-time steganography in compressed video
    Liu, Bin
    Liu, Fenlin
    Lu, Bin
    Luo, Xiangyang
    MULTIMEDIA CONTENT REPRESENTATION, CLASSIFICATION AND SECURITY, 2006, 4105 : 43 - 48
  • [36] Real-time reversible data hiding based on multiple histogram modification
    Zhang, Tong
    Li, Xiaolong
    Qi, Wenfa
    Li, Wei
    Guo, Zongming
    JOURNAL OF REAL-TIME IMAGE PROCESSING, 2019, 16 (03) : 661 - 671
  • [37] Real-time reversible data hiding based on multiple histogram modification
    Tong Zhang
    Xiaolong Li
    Wenfa Qi
    Wei Li
    Zongming Guo
    Journal of Real-Time Image Processing, 2019, 16 : 661 - 671
  • [38] A method for real-time face region tracking based on color histogram
    Yoo, TW
    Oh, IS
    ACQUISITION, TRACKING, AND POINTING X, 1996, 2739 : 361 - 365
  • [39] Real-Time Compressed Sensing-Based Electrocardiogram Compression on Energy-Constrained Wireless Body Sensors
    Mamaghanian, Hossein
    Khaled, Nadia
    Atienza, David
    Vandergheynst, Pierre
    2011 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS (ISCAS), 2011, : 1744 - 1747
  • [40] Real-time FPGA-based Image Enhancement Using Histogram Projection Technique for Uncooled Infrared Imagers
    Alsuwailem, A.M.
    Journal of King Saud University - Engineering Sciences, 2009, 21 (01) : 15 - 21