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Volumn 40, Issue 7, 2013, Pages

Foreign object detection and removal to improve automated analysis of chest radiographs

Author keywords

artifact restoration; CAD; chest radiography; detection; foreign objects; pixel classification

Indexed keywords

AUTOMATION; COMPUTER AIDED DESIGN; ERROR DETECTION; IMAGE TEXTURE; PATHOLOGY; PIXELS; RADIOGRAPHY; TEXTURES;

EID: 84880203142     PISSN: 00942405     EISSN: None     Source Type: Journal    
DOI: 10.1118/1.4805104     Document Type: Article
Times cited : (9)

References (44)
  • 1
    • 33751426453 scopus 로고    scopus 로고
    • Image structure clustering for image quality verification of color retina images in diabetic retinopathy screening
    • 10.1016/j.media.2006.09.006
    • M. Niemeijer, M. D. Abràmoff, and B. van Ginneken, " Image structure clustering for image quality verification of color retina images in diabetic retinopathy screening.," Med. Image Anal. 10, 888-898 (2006). 10.1016/j.media.2006.09.006
    • (2006) Med. Image Anal. , vol.10 , pp. 888-898
    • Niemeijer, M.1    Abràmoff, M.D.2    Van Ginneken, B.3
  • 2
    • 84856195937 scopus 로고    scopus 로고
    • Altered fingerprints: Analysis and detection
    • 10.1109/TPAMI.2011.161
    • S. Yoon, J. Feng, and A. K. Jain, " Altered fingerprints: Analysis and detection.," IEEE Trans. Pattern Anal. Mach. Intell. 34, 451-464 (2012). 10.1109/TPAMI.2011.161
    • (2012) IEEE Trans. Pattern Anal. Mach. Intell. , vol.34 , pp. 451-464
    • Yoon, S.1    Feng, J.2    Jain, A.K.3
  • 3
    • 35248867498 scopus 로고    scopus 로고
    • Semi-automated location identification of catheters in digital chest radiographs
    • 10.1117/12.707769
    • B. M. Keller, A. P. Reeves, M. D. Cham, C. I. Henschke, and D. F. Yankelevitz, " Semi-automated location identification of catheters in digital chest radiographs.," Proc. SPIE 6514, 65141O-65141O-9 (2007). 10.1117/12.707769
    • (2007) Proc. SPIE , vol.6514
    • Keller, B.M.1    Reeves, A.P.2    Cham, M.D.3    Henschke, C.I.4    Yankelevitz, D.F.5
  • 4
    • 33645673568 scopus 로고    scopus 로고
    • Image-processing technique for suppressing ribs in chest radiographs by means of massive training artificial neural network (MTANN)
    • 10.1109/TMI.2006.871549
    • K. Suzuki, H. Abe, H. MacMahon, and K. Doi, " Image-processing technique for suppressing ribs in chest radiographs by means of massive training artificial neural network (MTANN).," IEEE Trans. Med. Imaging 25, 406-416 (2006). 10.1109/TMI.2006.871549
    • (2006) IEEE Trans. Med. Imaging , vol.25 , pp. 406-416
    • Suzuki, K.1    Abe, H.2    Macmahon, H.3    Doi, K.4
  • 5
    • 33750701109 scopus 로고    scopus 로고
    • Bony structure suppression in chest radiographs
    • in, Lecture Notes in Computer Science Vol. (Springer Science+Business Media, Berlin)
    • M. Loog and B. van Ginneken, " Bony structure suppression in chest radiographs.," in Computer Vision Approaches to Medical Image Analysis, Lecture Notes in Computer Science Vol. 4241 (Springer Science+Business Media, Berlin, 2006).
    • (2006) Computer Vision Approaches to Medical Image Analysis , vol.4241
    • Loog, M.1    Van Ginneken, B.2
  • 6
    • 44049111982 scopus 로고
    • Nonlinear total variation based noise removal algorithms
    • 10.1016/0167-2789(92)90242-F
    • L. I. Rudin, S. Osher, and E. Fatemi, " Nonlinear total variation based noise removal algorithms.," Physica D: Nonlinear Phenomena 60, 259-268 (1992). 10.1016/0167-2789(92)90242-F
    • (1992) Physica D: Nonlinear Phenomena , vol.60 , pp. 259-268
    • Rudin, L.I.1    Osher, S.2    Fatemi, E.3
  • 8
    • 0031283150 scopus 로고    scopus 로고
    • Dullrazor: A software approach to hair removal from images
    • 10.1016/S0010-4825(97)00020-6
    • T. K. Lee, V. Ng, R. Gallagher, A. Coldman, and D. McLean, " Dullrazor: A software approach to hair removal from images.," Comput. Biol. Med. 27, 533-543 (1997). 10.1016/S0010-4825(97)00020-6
    • (1997) Comput. Biol. Med. , vol.27 , pp. 533-543
    • Lee, T.K.1    Ng, V.2    Gallagher, R.3    Coldman, A.4    McLean, D.5
  • 12
    • 0242366206 scopus 로고    scopus 로고
    • Simultaneous structure and texture image inpainting
    • 10.1109/TIP.2003.815261
    • M. Bertalmio, L. Vese, G. Sapiro, and S. Osher, " Simultaneous structure and texture image inpainting.," IEEE Trans. Image Process. 12, 882-889 (2003). 10.1109/TIP.2003.815261
    • (2003) IEEE Trans. Image Process. , vol.12 , pp. 882-889
    • Bertalmio, M.1    Vese, L.2    Sapiro, G.3    Osher, S.4
  • 13
    • 4344675264 scopus 로고    scopus 로고
    • Region filling and object removal by exemplar-based image inpainting
    • 10.1109/TIP.2004.833105
    • A. Criminisi, P. Perez, and K. Toyama, " Region filling and object removal by exemplar-based image inpainting.," IEEE Trans. Image Process. 13, 1200-1212 (2004). 10.1109/TIP.2004.833105
    • (2004) IEEE Trans. Image Process. , vol.13 , pp. 1200-1212
    • Criminisi, A.1    Perez, P.2    Toyama, K.3
  • 14
    • 43449124738 scopus 로고    scopus 로고
    • Feature-preserving artifact removal from dermoscopy images
    • 10.1117/12.770824
    • H. Zhou, M. Chen, R. Gass, J. M. Rehg, L. Ferris, J. Ho, and L. Drogowski, " Feature-preserving artifact removal from dermoscopy images.," Proc SPIE 6914, 69141B (2008). 10.1117/12.770824
    • (2008) Proc SPIE , vol.6914
    • Zhou, H.1    Chen, M.2    Gass, R.3    Rehg, J.M.4    Ferris, L.5    Ho, J.6    Drogowski, L.7
  • 15
    • 43449099772 scopus 로고    scopus 로고
    • Dermascopic hair disocclusion using inpainting
    • 10.1117/12.770776
    • P. Wighton, T. K. Lee, and M. S. Atkins, " Dermascopic hair disocclusion using inpainting.," Proc. SPIE 6914, 691427 (2008). 10.1117/12.770776
    • (2008) Proc. SPIE , vol.6914 , pp. 691427
    • Wighton, P.1    Lee, T.K.2    Atkins, M.S.3
  • 16
    • 35548958238 scopus 로고    scopus 로고
    • Fast image inpainting based on coherence transport
    • 10.1007/s10851-007-0017-6
    • F. Bornemann and T. März, " Fast image inpainting based on coherence transport.," J. Math. Imaging Vision 28, 259-278 (2007). 10.1007/s10851-007-0017-6
    • (2007) J. Math. Imaging Vision , vol.28 , pp. 259-278
    • Bornemann, F.1    März, T.2
  • 17
    • 84869085906 scopus 로고    scopus 로고
    • A feature-preserving hair removal algorithm for dermoscopy images
    • Q. Abbas, I. F. Garcia, M. E. Celebi, and W. Ahmad, " A feature-preserving hair removal algorithm for dermoscopy images.," Skin Res. Technol. 19 (1), 1-10 (2011).
    • (2011) Skin Res. Technol. , vol.19 , Issue.1 , pp. 1-10
    • Abbas, Q.1    Garcia, I.F.2    Celebi, M.E.3    Ahmad, W.4
  • 18
    • 34547782217 scopus 로고    scopus 로고
    • Tuberculosis in London: The importance of homelessness, problem drug use, and prison
    • London Tuberculosis Nurses Network;, 10.1136/thx.2006.065409
    • A. Story, S. Murad, W. Roberts, M. Verheyen, A. C. Hayward, and London Tuberculosis Nurses Network, " Tuberculosis in London: The importance of homelessness, problem drug use, and prison.," Thorax 62, 667-671 (2007). 10.1136/thx.2006.065409
    • (2007) Thorax , vol.62 , pp. 667-671
    • Story, A.1    Murad, S.2    Roberts, W.3    Verheyen, M.4    Hayward, A.C.5
  • 19
    • 31744446184 scopus 로고    scopus 로고
    • A computer-aided diagnosis system for detection of lung nodules in chest radiographs with an evaluation on a public database
    • 10.1016/j.media.2005.09.003
    • A. M. R. Schilham, B. van Ginneken, and M. Loog, " A computer-aided diagnosis system for detection of lung nodules in chest radiographs with an evaluation on a public database.," Med. Image Anal. 10, 247-258 (2006). 10.1016/j.media.2005.09.003
    • (2006) Med. Image Anal. , vol.10 , pp. 247-258
    • Schilham, A.M.R.1    Van Ginneken, B.2    Loog, M.3
  • 20
    • 28744449143 scopus 로고    scopus 로고
    • Segmentation of anatomical structures in chest radiographs using supervised methods: A comparative study on a public database
    • 10.1016/j.media.2005.02.002
    • B. van Ginneken, M. B. Stegmann, and M. Loog, " Segmentation of anatomical structures in chest radiographs using supervised methods: A comparative study on a public database.," Med. Image Anal. 10, 19-40 (2006). 10.1016/j.media.2005.02.002
    • (2006) Med. Image Anal. , vol.10 , pp. 19-40
    • Van Ginneken, B.1    Stegmann, M.B.2    Loog, M.3
  • 24
    • 0025256166 scopus 로고
    • Fast algorithms for low-level vision
    • 10.1109/34.41386
    • R. Deriche, " Fast algorithms for low-level vision.," IEEE Trans. Pattern Anal. Mach. Intell. 12, 78-87 (1990). 10.1109/34.41386
    • (1990) IEEE Trans. Pattern Anal. Mach. Intell. , vol.12 , pp. 78-87
    • Deriche, R.1
  • 26
    • 0032201716 scopus 로고    scopus 로고
    • An optimal algorithm for approximate nearest neighbor searching in fixed dimensions
    • 10.1145/293347.293348
    • S. Arya, D. M. Mount, N. S. Netanyahu, R. Silverman, and A. Y. Wu, " An optimal algorithm for approximate nearest neighbor searching in fixed dimensions.," J. ACM 45, 891-923 (1998). 10.1145/293347.293348
    • (1998) J. ACM , vol.45 , pp. 891-923
    • Arya, S.1    Mount, D.M.2    Netanyahu, N.S.3    Silverman, R.4    Wu, A.Y.5
  • 27
    • 0034164230 scopus 로고    scopus 로고
    • Special invited paper. Additive logistic regression: A statistical view of boosting
    • 10.1214/aos/1016218223
    • J. Friedman, T. Hastie, and R. Tibshirani, " Special invited paper. Additive logistic regression: A statistical view of boosting.," Ann. Stat. 28, 337-374 (2000). 10.1214/aos/1016218223
    • (2000) Ann. Stat. , vol.28 , pp. 337-374
    • Friedman, J.1    Hastie, T.2    Tibshirani, R.3
  • 28
    • 34047200109 scopus 로고    scopus 로고
    • Sharing visual features for multiclass and multiview object detection
    • 10.1109/TPAMI.2007.1055
    • A. Torralba, K. P. Murphy, and W. T. Freeman, " Sharing visual features for multiclass and multiview object detection.," IEEE Trans. Pattern Anal. Mach. Intell. 29, 854-869 (2007). 10.1109/TPAMI.2007.1055
    • (2007) IEEE Trans. Pattern Anal. Mach. Intell. , vol.29 , pp. 854-869
    • Torralba, A.1    Murphy, K.P.2    Freeman, W.T.3
  • 29
    • 35248892096 scopus 로고    scopus 로고
    • Empirical analysis of detection cascades of boosted classifiers for rapid object detection
    • in, Lecture Notes in Computer Science Vol. (Springer-Verlag, Berlin)
    • R. Lienhart, A. Kuranov, and V. Pisarevsky, " Empirical analysis of detection cascades of boosted classifiers for rapid object detection.," in Pattern Recognition, Lecture Notes in Computer Science Vol. 2781 (Springer-Verlag, Berlin, 2003), pp. 297-304.
    • (2003) Pattern Recognition , vol.2781 , pp. 297-304
    • Lienhart, R.1    Kuranov, A.2    Pisarevsky, V.3
  • 31
    • 34249753618 scopus 로고
    • Support-vector networks
    • 10.1023/A:1022627411411
    • C. Cortes and V. Vapnik, " Support-vector networks.," Mach. Learn. 20, 273-97 (1995). 10.1023/A:1022627411411
    • (1995) Mach. Learn. , vol.20 , pp. 273-297
    • Cortes, C.1    Vapnik, V.2
  • 32
    • 79955702502 scopus 로고    scopus 로고
    • LIBSVM: A library for support vector machines
    • 10.1145/1961189.1961199
    • C.-C. Chang and C.-J. Lin, " LIBSVM: A library for support vector machines.," ACM Trans. Intell. Syst. Technol. 2 (3), 27:1-27:27 (2011). 10.1145/1961189.1961199
    • (2011) ACM Trans. Intell. Syst. Technol. , vol.2 , Issue.3 , pp. 271-2727
    • Chang, C.-C.1    Lin, C.-J.2
  • 35
    • 0028547556 scopus 로고
    • Floating search methods in feature selection
    • 10.1016/0167-8655(94)90127-9
    • P. Pudil, J. Novovicova, and J. Kittler, " Floating search methods in feature selection.," Pattern Recogn. Lett. 15, 1119-1125 (1994). 10.1016/0167-8655(94)90127-9
    • (1994) Pattern Recogn. Lett. , vol.15 , pp. 1119-1125
    • Pudil, P.1    Novovicova, J.2    Kittler, J.3
  • 36
    • 0002344794 scopus 로고
    • Bootstrap methods: Another look at the jackknife
    • 10.1214/aos/1176344552
    • B. Efron, " Bootstrap methods: Another look at the jackknife.," Ann. Stat. 7, 1-26 (1979). 10.1214/aos/1176344552
    • (1979) Ann. Stat. , vol.7 , pp. 1-26
    • Efron, B.1
  • 37
    • 0018007149 scopus 로고
    • A free response approach to the measurement and characterization of radiographic-observer performance
    • P. C. Bunch, J. F. Hamilton, G. K. Sanderson, and A. H. Simmons, " A free response approach to the measurement and characterization of radiographic-observer performance.," J. Appl. Photogr. Eng. 4, 166-172 (1978).
    • (1978) J. Appl. Photogr. Eng. , vol.4 , pp. 166-172
    • Bunch, P.C.1    Hamilton, J.F.2    Sanderson, G.K.3    Simmons, A.H.4
  • 38
    • 75749114854 scopus 로고    scopus 로고
    • Detection of the central mass of spiculated lesions: Signature normalisation and model data aspects
    • in, Lecture Notes in Computer Science Vol. (Springer-Verlag, Berlin)
    • R. Zwiggelaar, C. Taylor, and C. Rubin, " Detection of the central mass of spiculated lesions: Signature normalisation and model data aspects.," in Information Processing in Medical Imaging, Lecture Notes in Computer Science Vol. 1613 (Springer-Verlag, Berlin, 1999).
    • (1999) Information Processing in Medical Imaging , vol.1613
    • Zwiggelaar, R.1    Taylor, C.2    Rubin, C.3
  • 39
    • 75749149659 scopus 로고    scopus 로고
    • A review of automatic mass detection and segmentation in mammographic images
    • 10.1016/j.media.2009.12.005
    • A. Oliver, J. Freixenet, J. Martí, E. Pérez, J. Pont, E. R. E. Denton, and R. Zwiggelaar, " A review of automatic mass detection and segmentation in mammographic images.," Med. Image Anal. 14, 87-110 (2010). 10.1016/j.media.2009.12.005
    • (2010) Med. Image Anal. , vol.14 , pp. 87-110
    • Oliver, A.1    Freixenet, J.2    Martí, J.3    Pérez, E.4    Pont, J.5    Denton, E.R.E.6    Zwiggelaar, R.7
  • 40
    • 36649001129 scopus 로고    scopus 로고
    • Computer-aided detection of interstitial abnormalities in chest radiographs using a reference standard based on computed tomography
    • 10.1118/1.2795672
    • Y. Arzhaeva, M. Prokop, D. M. J. Tax, P. A. de Jong, C. M. Schaefer-Prokop, and B. van Ginneken, " Computer-aided detection of interstitial abnormalities in chest radiographs using a reference standard based on computed tomography.," Med. Phys. 34, 4798-4809 (2007). 10.1118/1.2795672
    • (2007) Med. Phys. , vol.34 , pp. 4798-4809
    • Arzhaeva, Y.1    Prokop, M.2    Tax, D.M.J.3    De Jong, P.A.4    Schaefer-Prokop, C.M.5    Van Ginneken, B.6
  • 41
    • 84882931774 scopus 로고    scopus 로고
    • Fusion of local and global detection systems to detect tuberculosis in chest radiographs
    • in, Lecture Notes in Computer Science Vol. (Springer-Verlag, Berlin)
    • L. Hogeweg, C. Mol, P. A. de Jong, R. Dawson, H. Ayles, and B. van Ginneken, " Fusion of local and global detection systems to detect tuberculosis in chest radiographs.," in Medical Image Computing and Computer-Assisted Intervention, Lecture Notes in Computer Science Vol. 6363 (Springer-Verlag, Berlin, 2010).
    • (2010) Medical Image Computing and Computer-Assisted Intervention , vol.6363
    • Hogeweg, L.1    Mol, C.2    De Jong, P.A.3    Dawson, R.4    Ayles, H.5    Van Ginneken, B.6
  • 42
    • 10044253348 scopus 로고    scopus 로고
    • Static posterior probability fusion for signal detection: Applications in the detection of interstitial diseases in chest radiographs
    • , 10.1109/ICPR.2004.1334244
    • M. Loog and B. van Ginneken, " Static posterior probability fusion for signal detection: applications in the detection of interstitial diseases in chest radiographs.," in Proceedings of the 17th International Conference on Pattern Recognition, 2004 (2004), pp. 644-647. 10.1109/ICPR.2004.1334244
    • (2004) Proceedings of the 17th International Conference on Pattern Recognition, 2004 , pp. 644-647
    • Loog, M.1    Van Ginneken, B.2
  • 44
    • 0025727611 scopus 로고
    • The nature and subtlety of abnormal findings in chest radiographs
    • 10.1118/1.596708
    • H. MacMahon, K. J. M. Liu, S. M. Montner, and K. Doi, " The nature and subtlety of abnormal findings in chest radiographs.," Med. Phys. 18, 206-210 (1991). 10.1118/1.596708
    • (1991) Med. Phys. , vol.18 , pp. 206-210
    • Macmahon, H.1    Liu, K.J.M.2    Montner, S.M.3    Doi, K.4


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