Super-resolution in a defocused plenoptic camera: a wave-optics-based approach

被引:12
|
作者
Sahin, Erdem [1 ]
Katkovnik, Vladimir [1 ]
Gotchev, Atanas [1 ]
机构
[1] Tampere Univ Technol, Dept Signal Proc, Tampere 33720, Finland
基金
芬兰科学院;
关键词
IMAGE-RECONSTRUCTION;
D O I
10.1364/OL.41.000998
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
Plenoptic cameras enable the capture of a light field with a single device. However, with traditional light field rendering procedures, they can provide only low-resolution two-dimensional images. Super-resolution is considered to overcome this drawback. In this study, we present a super-resolution method for the defocused plenoptic camera (Plenoptic 1.0), where the imaging system is modeled using wave optics principles and utilizing low-resolution depth information of the scene. We are particularly interested in super-resolution of in-focus and near in-focus scene regions, which constitute the most challenging cases. The simulation results show that the employed wave-optics model makes super-resolution possible for such regions as long as sufficiently accurate depth information is available. (C) 2016 Optical Society of America
引用
下载
收藏
页码:998 / 1001
页数:4
相关论文
共 50 条
  • [1] Wave-optics-based image synthesis for super resolution reconstruction of a FZA lensless camera
    Chen, Xiao
    Pan, Xiuxi
    Nakamura, Tomoya
    Takeyama, Saori
    Shimano, Takeshi
    Tajima, Kazuyuki
    Yamaguchi, Masahiro
    [J]. OPTICS EXPRESS, 2023, 31 (08) : 12739 - 12755
  • [2] PLENOPTIC BASED SUPER-RESOLUTION FOR OMNIDIRECTIONAL IMAGE SEQUENCES
    Bagnato, Luigi
    Boursier, Yannick
    Frossard, Pascal
    Vandergheynst, Pierre
    [J]. 2010 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, 2010, : 2829 - 2832
  • [3] Computer simulation for hybrid plenoptic camera super-resolution refocusing with focused and unfocused mode
    Zhang, Wei
    Guo, Xin
    You, Suping
    Yang, Bo
    Wan, Xinjun
    [J]. Hongwai yu Jiguang Gongcheng/Infrared and Laser Engineering, 2015, 44 (11): : 3384 - 3392
  • [4] Super-Resolution in Plenoptic Cameras Using FPGAs
    Perez, Joel
    Magdaleno, Eduardo
    Perez, Fernando
    Rodriguez, Manuel
    Hernandez, David
    Corrales, Jaime
    [J]. SENSORS, 2014, 14 (05) : 8669 - 8685
  • [5] Design of a super-resolution scheme for plenoptic images
    Tonpe, Snehal
    Reddy, J. Sreekantha
    Bhar, Chayan
    Pratap, Amit
    Nayak, Jagannath
    [J]. JOURNAL OF OPTICS-INDIA, 2024,
  • [6] Tensor-based plenoptic image denoising by integrating super-resolution
    Liu, Yun
    Qi, Na
    Xiong, Zhiwei
    [J]. SIGNAL PROCESSING-IMAGE COMMUNICATION, 2022, 108
  • [7] Camera Lens Super-Resolution
    Chen, Chang
    Xiong, Zhiwei
    Tian, Xinmei
    Zha, Zheng-Jun
    Wu, Feng
    [J]. 2019 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR 2019), 2019, : 1652 - 1660
  • [8] FPGA Implementation of the super-resolution algorithm for plenoptic cameras
    Magdaleno, Eduardo
    Perez, Joel
    Rodriguez, Manuel
    Hernandez, David
    Perez, Fernando
    [J]. PROCEEDINGS OF 2014 XI TECHNOLOGIES APPLIED TO ELECTRONICS TEACHING (TAEE), 2014,
  • [9] Jitter camera: a super-resolution video camera
    Ben-Ezra, M
    Zomet, A
    Nayar, SK
    [J]. VISUAL COMMUNICATIONS AND IMAGE PROCESSING 2006, PTS 1 AND 2, 2006, 6077
  • [10] Super-Resolution Reconstruction of Images Based on Microarray Camera
    Zou, Jiancheng
    Li, Zhengzheng
    Guo, Zhijun
    Hong, Don
    [J]. CMC-COMPUTERS MATERIALS & CONTINUA, 2019, 60 (01): : 163 - 177