Laser & Optoelectronics Progress, Volume. 56, Issue 1, 010301(2019)

Colored Adaptive Compressed Imaging Based on Extended Wavelet Trees

Le Luo1, Qian Chen1, Xingjiong Liu1, Yiyun Yan1, Guohua Gu1, Weiji He1、*, and Ya Wang2
Author Affiliations
  • 1 School of Electronic Engineering and Optoelectronics, Nanjing University of Science and Technology, Nanjing, Jiangsu 210094, China
  • 2 Department of Basic Science of Taizhou Institute of Science and Technology, Nanjing University of Science and Technology, Taizhou, Jiangsu 225300, China
  • show less
    Figures & Tables(13)
    Structure of extended wavelet trees
    Sparse representation of images in Haar wavelet
    Color image baboon and its three component images. (a) Original image; (b) red; (c) green; (d) blue
    Locations of significant wavelet coefficients of different directions in three channels at the first scale
    Result after wavelet inverse transform. (a) Original baboon image; (b) reconstructed baboon image
    Reconstructed results of three models at different sampling times. (a) 400; (b) 500; (c) 600; (d) 700; (e) 800; (f) 900; (g) 1000
    Zoomed reconstructed results of three models at different sampling times. (a) 600; (b) 700; (c) 800; (d) 900; (e) 1000
    X-Rite standard color chart
    Experimental setup of colored adaptive compressed imaging method
    Reconstructed images of color chart at different sampling times using multi-mask Bayesian Model. (a) Un-sampled; (b) 400; (c) 600; (d) 800; (e) 1000
    • Table 1. PSNR values of different models

      View table

      Table 1. PSNR values of different models

      MethodSampling times
      4005006007008009001000
      TVAL313.9714.3715.1114.4816.1916.8616.01
      Separatemodel26.5027.0828.6327.1226.1026.6227.10
      Multitaskmodel26.6226.6426.9227.3827.9227.3028.11
    • Table 2. Mean values of ΔE00 in two models

      View table

      Table 2. Mean values of ΔE00 in two models

      MethodSampling times
      4006007008009001000
      Separatemodel20.9515.7913.6014.3414.4616.05
      Multitaskmodel15.4414.4914.9615.3515.4316.20
    • Table 3. Maximum values of ΔE00 in two models

      View table

      Table 3. Maximum values of ΔE00 in two models

      MethodSampling times
      4006007008009001000
      Separatemodel37.8327.6528.6221.5421.5235.38
      Multitaskmodel22.4226.1520.7723.2122.1322.94
    Tools

    Get Citation

    Copy Citation Text

    Le Luo, Qian Chen, Xingjiong Liu, Yiyun Yan, Guohua Gu, Weiji He, Ya Wang. Colored Adaptive Compressed Imaging Based on Extended Wavelet Trees[J]. Laser & Optoelectronics Progress, 2019, 56(1): 010301

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Category: COHERENCE OPTICS AND STATISTICAL OPTICS

    Received: Aug. 6, 2018

    Accepted: Oct. 10, 2018

    Published Online: Aug. 1, 2019

    The Author Email: He Weiji (wslla@126.com)

    DOI:10.3788/LOP56.010301

    Topics