Single Frame Super Resolution using Bilateral Filter

被引：0
作者：
Kita, Koji [1 ]
Yoshioka, Michifumi [2 ]
Inoue, Katsufumi [2 ]
机构：
[1] Noritsu Precis Co Ltd, Prod Dev Grp, Wakayama, Wakayama, Japan
[2] Osaka Prefecture Univ, Grad Sch Engn, Sakai, Osaka, Japan
来源：
2017 JOINT 17TH WORLD CONGRESS OF INTERNATIONAL FUZZY SYSTEMS ASSOCIATION AND 9TH INTERNATIONAL CONFERENCE ON SOFT COMPUTING AND INTELLIGENT SYSTEMS (IFSA-SCIS) | 2017年
关键词：
Single frame; Super resolution; Bilateral filter; IMAGE SUPERRESOLUTION;
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：
A bilateral filter which is a general noise removal method is an edge preserving type noise removal filter and is known to have an effect of emphasizing an edge together with a noise removal effect. In this paper, we describe an image super resolution method applying this feature. Experimental results are not totally different from the conventional methods in both objective evaluation ( PSNR) and subjective evaluation. However, the proposed method is resistant to the degree of deterioration ( enlargement ratio), and according to a new objective evaluation focusing on edges, it was possible to confirm the sharpening effect exceeding the conventional methods.
引用
收藏
页数：7
相关论文
共 50 条
  • [1] Image deblurring and super resolution using bilateral filter and sparse representation
    Iyer, Jai
    Chitra, E.
    Maik, Vivek
    Padhi, Suparn
    Gupta, Sarthak
    Honawad, Shashank
    MATERIALS TODAY-PROCEEDINGS, 2020, 33 : 3922 - 3929
  • [2] Learning Based Single Frame Super-resolution Using Lorentzian Error Norm & Gabor Filter
    Jignasha, Valvi M.
    Paunwala, Chirag N.
    2013 IEEE INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, COMPUTING AND CONTROL (ISPCC), 2013,
  • [3] Learnable adaptive bilateral filter for improved generalization in Single Image Super-Resolution
    Guo, Wenhao
    Lu, Peng
    Peng, Xujun
    Zhao, Zhaoran
    PATTERN RECOGNITION, 2025, 162
  • [4] Video Super Resolution Using Contourlet Transform and Bilateral Total Variation Filter
    Ashouri, Zahra
    Shirani, Shahram
    IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, 2013, 59 (03) : 604 - 609
  • [5] Using Kalman filter in the frequency domain for multi-frame scalable super resolution
    Rahimi, Akbar
    Moallem, Payman
    Shahtalebi, Kamal
    Momeni, Mehdi
    SIGNAL PROCESSING, 2019, 155 : 108 - 129
  • [6] A combined total variation and bilateral filter approach for image robust super resolution
    Amine Laghrib
    Abdelilah Hakim
    Said Raghay
    EURASIP Journal on Image and Video Processing, 2015
  • [7] A combined total variation and bilateral filter approach for image robust super resolution
    Laghrib, Amine
    Hakim, Abdelilah
    Raghay, Said
    EURASIP JOURNAL ON IMAGE AND VIDEO PROCESSING, 2015, : 1 - 10
  • [8] SINGLE IMAGE SUPER-RESOLUTION USING ITERATIVE WIENER FILTER
    Hung, Kwok-Wai
    Siu, Wan-Chi
    2012 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2012, : 1269 - 1272
  • [9] Combined Single and Multi-frame Image Super-resolution
    Gonbadani, Mohammad Mandi Afrasiabi
    Abbasfar, Aliazam
    2020 28TH IRANIAN CONFERENCE ON ELECTRICAL ENGINEERING (ICEE), 2020, : 237 - 242
  • [10] Fast Single Frame Super-Resolution Using Perceptual Visibility Optimization
    Liang, Luhong
    Luo, Peng
    Cheung, Wai Keung
    Chiu, King Hung
    2014 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS (ISCAS), 2014, : 2716 - 2719
12345