Shot Noise Adaptive Bilateral Filter

被引：9
|
作者：
Phelippeau, Harold [1 ,2 ]
Talbot, Hugues [1 ]
Akil, Mohamed [1 ]
Bara, Stefan [2 ]
机构：
[1] Univ Paris Est, Labinfo, ESIEE 93162, Noisy Le Grand, France
[2] NXP Semicond, F-14906 Caen 9, France
来源：
ICSP: 2008 9TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, VOLS 1-5, PROCEEDINGS | 2008年
关键词：
image sensors; Poisson noise model; noise filtering; noise reduction; noise estimation; photons flow; gaussian weight;
D O I：
10.1109/ICOSP.2008.4697265
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 bilateral filter (BF) [1, 2, 3] is an important image denoising local filter. It reduces noise in images while preserving edges by means of nonlinear combination of local pixel values. Its formulation and implementation are both simple. However the BF is not parameter-free. The set of the bilateral filter parameters has an important influence on its behavior and performance. They have to be chosen considering the end application. In the case of noise removal, the parameters have to be adapted to the noise level, while the bilateral filter adapts itself to the image details content. In this paper we propose a method to estimate the best bilateral filter intensity parameter set in the case of shot noise removal, the dominant form of natural noise in digital imaging.
引用
收藏
页码：864 / +
页数：2
相关论文
共 50 条
  • [1] Adaptive bilateral filter for sharpness enhancement and noise removal
    Zhang, Buyue
    Allebach, Jan P.
    IEEE TRANSACTIONS ON IMAGE PROCESSING, 2008, 17 (05) : 664 - 678
  • [2] Adaptive bilateral filter for sharpness enhancement and noise removal
    Zhang, Buyue
    Allebach, Jan P.
    2007 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOLS 1-7, 2007, : 2113 - +
  • [3] Reduction of Mosquito Noise Based on the Adaptive Bilateral-Filter
    Xiao, Bing
    Liu, Lu
    Guo, Li
    Ma, Junliang
    2016 12TH INTERNATIONAL CONFERENCE ON NATURAL COMPUTATION, FUZZY SYSTEMS AND KNOWLEDGE DISCOVERY (ICNC-FSKD), 2016, : 1933 - 1939
  • [4] An adaptive optimum weighted mean filter and bilateral filter for noise removal in cardiac MRI images
    Radhika R.
    Mahajan R.
    Measurement: Sensors, 2023, 29
  • [5] Image Denoising Using Bilateral Filter With Noise-Adaptive Parameter Tuning
    Gabiger-Rose, Anna
    Kube, Matthias
    Schmitt, Peter
    Weigel, Robert
    Rose, Richard
    IECON 2011: 37TH ANNUAL CONFERENCE ON IEEE INDUSTRIAL ELECTRONICS SOCIETY, 2011, : 4515 - 4520
  • [6] An improved adaptive bilateral filter to remove Gaussian noise from color images
    Electronics and Communication Engineering Department, YMCA University of Science and Technology, Faridabad, India
    Int. J. Signal Process. Image Process. Pattern Recogn., 3 (49-64):
  • [7] Empirical mode decomposition and adaptive bilateral filter approach for impulse noise removal
    Veerakumar, Thangaraj
    Subudhi, Badri Narayan
    Esakkirajan, Sankaralingam
    EXPERT SYSTEMS WITH APPLICATIONS, 2019, 121 : 18 - 27
  • [8] An adaptive weighted denoising filter framework for impulse and shot noise: a mammogram image applications
    Ramya, A.
    Murugan, D.
    Manish, T. I.
    Kumar, T. Ganesh
    INTERNATIONAL JOURNAL OF BIOMEDICAL ENGINEERING AND TECHNOLOGY, 2020, 34 (04) : 377 - 390
  • [9] An adaptive weighted denoising filter framework for impulse and shot noise: A mammogram image applications
    Ramya A.
    Murugan D.
    Manish T.I.
    Ganesh Kumar T.
    International Journal of Biomedical Engineering and Technology, 2020, 34 (04): : 377 - 390
  • [10] An Adaptive Bilateral Filter For Inpainting
    Dao Nam Anh
    2014 FOURTH INTERNATIONAL CONFERENCE OF EMERGING APPLICATIONS OF INFORMATION TECHNOLOGY (EAIT), 2014, : 237 - 242
12345