Literature DB >> 20821146

Method for reducing noise in X-ray images by averaging pixels based on the normalized difference with the relevant pixel.

Masayuki Nishiki1, Kunio Shiraishi, Takuya Sakaguchi, Kyojiro Nambu.   

Abstract

A real-time digital filter for noise reduction in X-ray images is proposed. The filter is based on averaging of only similar pixels (pixels that differ only little) rather than neighboring pixels, which are averaged in conventional linear low-pass filters. The effectiveness of the filter was evaluated by computer simulation, where original images that were acquired by X-ray exposure were processed in accordance with the filter algorithm. The resulting images were evaluated in terms of the pre-sampled modulation transfer function (MTF), the noise power spectrum (NPS), and the lag. Comparison of the filtered and original images revealed that the NPS was reduced for the full range of spatial frequencies in the filtered image, resulting in a reduction of total noise power to about 1/9 the level in the original image with no degradation in the MTF or lag. The usefulness of the filter was demonstrated in fluoroscopic, digital subtraction angiography (DSA) and mammographic phantom studies. The filter was found to have the potential to reduce the patient dose by reducing the noise in dynamic as well as static X-ray images.

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Year:  2008        PMID: 20821146     DOI: 10.1007/s12194-008-0028-z

Source DB:  PubMed          Journal:  Radiol Phys Technol        ISSN: 1865-0333


  11 in total

1.  Additive noise properties of active matrix flat-panel imagers.

Authors:  M Maolinbay; Y El-Mohri; L E Antonuk; K W Jee; S Nassif; X Rong; Q Zhao
Journal:  Med Phys       Date:  2000-08       Impact factor: 4.071

2.  A quantitative investigation of additive noise reduction for active matrix flat-panel imagers using compensation lines.

Authors:  Y El-Mohri; L E Antonuk; Q Zhao; M Maolinbay; X Rong; K W Jee; S Nassif; C Cionca
Journal:  Med Phys       Date:  2000-08       Impact factor: 4.071

3.  Evaluation of an algorithm for the assessment of the MTF using an edge method.

Authors:  P B Greer; T van Doorn
Journal:  Med Phys       Date:  2000-09       Impact factor: 4.071

4.  [Evaluation and routine testing in medical imaging departments - Part3-3: Acceptance tests - imaging performance of X-ray equipment for digital subtraction angiography (DSA) JIS Z 4752-3-3:2003].

Authors:  Fuminori Shinohara; Masaharu Abe; Shigeru Miyaxzaki
Journal:  Nihon Hoshasen Gijutsu Gakkai Zasshi       Date:  2003-05

5.  [Reduction of radiation exposure in CT perfusion study using a quantum de-noising filter].

Authors:  Tadashi Sasaki; Takao Hanari; Makoto Sasaki; Hirofumi Oikawa; Hiroshi Gakumazawa; Miwa Okumura; Yoshihiro Ikeda; Naoko Toyoshima
Journal:  Nihon Hoshasen Gijutsu Gakkai Zasshi       Date:  2004-12

6.  Effectiveness of flexible noise control image processing for digital portal images using computed radiography.

Authors:  S Yamada; K Murase
Journal:  Br J Radiol       Date:  2005-06       Impact factor: 3.039

7.  A method for measuring the presampled MTF of digital radiographic systems using an edge test device.

Authors:  E Samei; M J Flynn; D A Reimann
Journal:  Med Phys       Date:  1998-01       Impact factor: 4.071

8.  X-ray imaging using amorphous selenium: feasibility of a flat panel self-scanned detector for digital radiology.

Authors:  W Zhao; J A Rowlands
Journal:  Med Phys       Date:  1995-10       Impact factor: 4.071

9.  The effect of a television digital noise reduction device on fluoroscopic image quality and dose rate.

Authors:  C C Jaffe; S C Orphanoudakis; R C Ablow
Journal:  Radiology       Date:  1982-09       Impact factor: 11.105

10.  Realization of reliable cerebral-blood-flow maps from low-dose CT perfusion images by statistical noise reduction using nonlinear diffusion filtering.

Authors:  Noriyuki Saito; Kohsuke Kudo; Tsukasa Sasaki; Masahito Uesugi; Kazuhiro Koshino; Michiko Miyamoto; Shigehito Suzuki
Journal:  Radiol Phys Technol       Date:  2007-11-27
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  2 in total

1.  A motion-compensated image filter for low-dose fluoroscopy in a real-time tumor-tracking radiotherapy system.

Authors:  Naoki Miyamoto; Masayori Ishikawa; Kenneth Sutherland; Ryusuke Suzuki; Taeko Matsuura; Chie Toramatsu; Seishin Takao; Hideaki Nihongi; Shinichi Shimizu; Kikuo Umegaki; Hiroki Shirato
Journal:  J Radiat Res       Date:  2014-08-16       Impact factor: 2.724

2.  Effect of data binning and frame averaging for micro-CT image acquisition on the morphometric outcome of bone repair assessment.

Authors:  Milena Suemi Irie; Rubens Spin-Neto; Juliana Simeão Borges; Ann Wenzel; Priscilla Barbosa Ferreira Soares
Journal:  Sci Rep       Date:  2022-01-26       Impact factor: 4.379

  2 in total

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