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Published in: Journal of Digital Imaging 4/2006

01-12-2006

Study of Automatic Enhancement for Chest Radiograph

Authors: Chen Shuyue, Hou Honghua, Zeng Yanjun, Ph.D., Xu Xiaomin

Published in: Journal of Imaging Informatics in Medicine | Issue 4/2006

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Abstract

Because of the large difference of the densities in the lung and other structures, the chest x-ray image behaves as a wide-range intensity distribution, which brings on a bit of difficulty to investigate the focus. In the paper, according to the intensity properties of the chest radiograph, the chest radiographic image is divided into three subregions, and a piecewise linear transformation model is established. An approach of automatic enhancement is presented, based on the gray-level normalization. The average enhanced ratios of three subregions of the normal and severe acute respiratory syndrome image are increased by 10.70% and 25.55%, respectively. The technique is proved to be effective through the evaluation of the improved images.
Literature
1.
go back to reference Polesel, A, Ramponi, G, Mathews, VJ 2000Image enhancement via adaptive unsharp maskingIEEE Trans Image Process9505510CrossRefPubMed Polesel, A, Ramponi, G, Mathews, VJ 2000Image enhancement via adaptive unsharp maskingIEEE Trans Image Process9505510CrossRefPubMed
2.
go back to reference Cheng, HD, Xu, H 2000A novel fuzzy logic approach to contrast enhancementPattern Recogn33809819CrossRef Cheng, HD, Xu, H 2000A novel fuzzy logic approach to contrast enhancementPattern Recogn33809819CrossRef
3.
go back to reference Shimada, T, Kodama, N, Satoh, H, Ishida, T, Teru, K, Iwasaka, K, Tanaka, H, Nishimura, Y, Fukumoto, I 2003Automated nodule-enhancement system for plain chest radiographs using a nodule-elimination filterMed Imaging Technol215967 Shimada, T, Kodama, N, Satoh, H, Ishida, T, Teru, K, Iwasaka, K, Tanaka, H, Nishimura, Y, Fukumoto, I 2003Automated nodule-enhancement system for plain chest radiographs using a nodule-elimination filterMed Imaging Technol215967
4.
go back to reference Chen, Z, Lin, G, Zhang, F, Jiang, D, Ni, L, Wang, H 2002New method of enhancement of x-ray digital image about chestActa Photonica Sin3110201023 Chen, Z, Lin, G, Zhang, F, Jiang, D, Ni, L, Wang, H 2002New method of enhancement of x-ray digital image about chestActa Photonica Sin3110201023
5.
go back to reference McNitt-Gray, M, Taira, R, Eldredge, S, Razavi, M 1991Brightness and contract adjustments for different tissue densities in digital chest radiographsProc SPIE1445468478 McNitt-Gray, M, Taira, R, Eldredge, S, Razavi, M 1991Brightness and contract adjustments for different tissue densities in digital chest radiographsProc SPIE1445468478
6.
go back to reference Zong, T, Lin, H, Kao, T 2000Adaptive local contrast enhancement method for medical images displayed on a video monitorMed Eng Phys227987CrossRef Zong, T, Lin, H, Kao, T 2000Adaptive local contrast enhancement method for medical images displayed on a video monitorMed Eng Phys227987CrossRef
7.
go back to reference Sherrier, RH, Johnson, GA 1987Regionally adaptive histogram equalization of the chestIEEE Trans Med ImagMI-617CrossRef Sherrier, RH, Johnson, GA 1987Regionally adaptive histogram equalization of the chestIEEE Trans Med ImagMI-617CrossRef
8.
go back to reference Stark, JA 2000Adaptive contrast enhancement using generalization of histogram equalizationIEEE Trans Image Process9889906CrossRefPubMed Stark, JA 2000Adaptive contrast enhancement using generalization of histogram equalizationIEEE Trans Image Process9889906CrossRefPubMed
9.
go back to reference Pizer, S, Amburn, E, Austin, J, Cromartie, R, Geselowitz, A, Greer, T, Romeny, BTH, Zimmerman, J, Zuiderveld, K 1987Adaptive histogram equalization and its variationsComput Vis Graph Image Process39355368 Pizer, S, Amburn, E, Austin, J, Cromartie, R, Geselowitz, A, Greer, T, Romeny, BTH, Zimmerman, J, Zuiderveld, K 1987Adaptive histogram equalization and its variationsComput Vis Graph Image Process39355368
10.
go back to reference Rehm, K, Seeley, G, Dallas, W, Ovit, R, Seeger, J 1990Design and testing of artifact-suppressed adaptive histogram equalization: a contrast enhancement technique for display of digital chest radiographsJ Thorac Imaging58591CrossRefPubMed Rehm, K, Seeley, G, Dallas, W, Ovit, R, Seeger, J 1990Design and testing of artifact-suppressed adaptive histogram equalization: a contrast enhancement technique for display of digital chest radiographsJ Thorac Imaging58591CrossRefPubMed
11.
go back to reference Rehm Kelly, Dallas William J.: Artifact suppression in digital chest radiographs enhanced with adaptive histogram equalization, Proc SPIE Medical Imaging III Conference, Newport Beach, CA 1092, pp. 290–300, 1989 Rehm Kelly, Dallas William J.: Artifact suppression in digital chest radiographs enhanced with adaptive histogram equalization, Proc SPIE Medical Imaging III Conference, Newport Beach, CA 1092, pp. 290–300, 1989
12.
go back to reference Matozaki, T 2000Image enhancement of chest radiography using wavelet transformTrans Inst Electron Inf Commun Eng D-IIJ83D-II408414 Matozaki, T 2000Image enhancement of chest radiography using wavelet transformTrans Inst Electron Inf Commun Eng D-IIJ83D-II408414
13.
go back to reference Keserci, B, Yoshida, H 2002Computerized detection of pulmonary nodules in chest radiographs based on morphological features and wavelet snake modelMed Image Anal6431447CrossRefPubMed Keserci, B, Yoshida, H 2002Computerized detection of pulmonary nodules in chest radiographs based on morphological features and wavelet snake modelMed Image Anal6431447CrossRefPubMed
Metadata
Title
Study of Automatic Enhancement for Chest Radiograph
Authors
Chen Shuyue
Hou Honghua
Zeng Yanjun, Ph.D.
Xu Xiaomin
Publication date
01-12-2006
Publisher
Springer-Verlag
Published in
Journal of Imaging Informatics in Medicine / Issue 4/2006
Print ISSN: 2948-2925
Electronic ISSN: 2948-2933
DOI
https://doi.org/10.1007/s10278-006-0623-7

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