An edge-region force guided active shape approach for automatic lung field detection in chest radiographs

[1]  Gaofeng Meng,et al.  Level set evolution with locally linear classification for image segmentation , 2011, 2011 18th IEEE International Conference on Image Processing.

[2]  K. Doi,et al.  Computer-aided diagnosis and artificial intelligence in clinical imaging. , 2011, Seminars in nuclear medicine.

[3]  A. Hunter,et al.  A shape-based voting algorithm for pedestrian detection and tracking , 2011, Pattern Recognit..

[4]  Bram van Ginneken,et al.  Computer-aided Detection of Lung Cancer on Chest Radiographs: Effect on Observer Performance , 2012 .

[5]  Ling Mao,et al.  A region based active contour method for x-ray lung segmentation using prior shape and low level features , 2010, 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro.

[6]  Anup Basu,et al.  Gradient vector flow based active shape model for lung field segmentation in chest radiographs , 2009, 2009 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

[7]  Michalis A. Savelonas,et al.  Robust model-based detection of the lung field boundaries in portable chest radiographs supported by selective thresholding , 2009 .

[8]  Hidenori Itoh,et al.  Lung Segmentation in Chest Radiographs by Means of Gaussian Kernel-Based FCM with Spatial Constraints , 2009, 2009 Sixth International Conference on Fuzzy Systems and Knowledge Discovery.

[9]  Dorin Comaniciu,et al.  Marginal Space Learning for Efficient Detection of 2D/3D Anatomical Structures in Medical Images , 2009, IPMI.

[10]  Bing Li,et al.  Automatic Active Model Initialization via Poisson Inverse Gradient , 2008, IEEE Transactions on Image Processing.

[11]  Fernando Arámbula Cosío,et al.  Automatic initialization of an active shape model of the prostate , 2008, Medical Image Anal..

[12]  Dinggang Shen,et al.  Segmenting Lung Fields in Serial Chest Radiographs Using Both Population-Based and Patient-Specific Shape Statistics , 2008, IEEE Transactions on Medical Imaging.

[13]  Carlo Catalano,et al.  Computer-aided Detection (CAD) in Lung Cancer Screening at Chest MDCT: ROC Analysis of CAD Versus Radiologist Performance , 2007, Journal of thoracic imaging.

[14]  Jung-Hwan Oh,et al.  Gradient Vector Flowdriven Active Shape for Image Segmentation , 2007, 2007 IEEE International Conference on Multimedia and Expo.

[15]  Ehsan Samei,et al.  Recent advances in chest radiography. , 2006, Radiology.

[16]  Xavier Bresson,et al.  A Variational Model for Object Segmentation Using Boundary Information and Shape Prior Driven by the Mumford-Shah Functional , 2006, International Journal of Computer Vision.

[17]  Mohammad H. Mahoor,et al.  Facial features extraction in color images using enhanced active shape model , 2006, 7th International Conference on Automatic Face and Gesture Recognition (FGR06).

[18]  Jiebo Luo,et al.  Shape regularized active contour based on dynamic programming for anatomical structure segmentation , 2005, SPIE Medical Imaging.

[19]  Pablo G. Tahoces,et al.  Lung Segmentation on Postero-anterior Digital Chest Radiographs Using Active Contours , 2004, SSPR/SPR.

[20]  Huiqi Li,et al.  Boundary detection of optic disk by a modified ASM method , 2003, Pattern Recognit..

[21]  Alejandro F. Frangi,et al.  Active shape model segmentation with optimal features , 2002, IEEE Transactions on Medical Imaging.

[22]  Tony F. Chan,et al.  A Multiphase Level Set Framework for Image Segmentation Using the Mumford and Shah Model , 2002, International Journal of Computer Vision.

[23]  Scott T. Acton,et al.  Speckle reducing anisotropic diffusion , 2002, IEEE Trans. Image Process..

[24]  O. Faugeras,et al.  Statistical shape influence in geodesic active contours , 2002, 5th IEEE EMBS International Summer School on Biomedical Imaging, 2002..

[25]  Dorin Comaniciu,et al.  Mean Shift: A Robust Approach Toward Feature Space Analysis , 2002, IEEE Trans. Pattern Anal. Mach. Intell..

[26]  Paul Suetens,et al.  Evaluation of image features and search strategies for segmentation of bone structures in radiographs using Active Shape Models , 2002, Medical Image Anal..

[27]  Max A. Viergever,et al.  Computer-aided diagnosis in chest radiography: a survey , 2001, IEEE Transactions on Medical Imaging.

[28]  W. Eric L. Grimson,et al.  Model-based curve evolution technique for image segmentation , 2001, Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition. CVPR 2001.

[29]  B. Ginneken.  Computer-aided diagnosis in chest radiography , 2001 .

[30]  Mira Park,et al.  Automatic Extraction of Lung Boundaries by a Knowledge-Based Method , 2000, VIP.

[31]  Milan Sonka,et al.  Object localization and border detection criteria design in edge-based image segmentation: automated learning from examples , 2000, IEEE Transactions on Medical Imaging.

[32]  Jerry L. Prince,et al.  Adaptive fuzzy segmentation of magnetic resonance images , 1999, IEEE Transactions on Medical Imaging.

[33]  M S Brown,et al.  Knowledge-based method for segmentation and analysis of lung boundaries in chest X-ray images. , 1998, Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society.

[34]  S. Armato,et al.  Automated lung segmentation in digitized posteroanterior chest radiographs. , 1998, Academic radiology.

[35]  J. Boone,et al.  A fully automated algorithm for the segmentation of lung fields on digital chest radiographic images. , 1995, Medical physics.

[36]  Timothy F. Cootes,et al.  Active Shape Models-Their Training and Application , 1995, Comput. Vis. Image Underst..

[37]  Timothy F. Cootes,et al.  Multi-resolution search with active shape models , 1994, Proceedings of 12th International Conference on Pattern Recognition.

[38]  John F. Canny,et al.  A Computational Approach to Edge Detection , 1986, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[39]  J. Gower.  Generalized procrustes analysis , 1975 .

[40]  Ulas Bagci,et al.  Computer-assisted detection of infectious lung diseases: A review , 2012, Comput. Medical Imaging Graph..

[41]  Ayman El-Baz,et al.  Medical Image Segmentation: A Brief Survey , 2011 .

[42]  Daniel Withey,et al.  Three Generations of Medical Image Segmentation: Methods and Available Software , 2007 .

[43]  J. Herrera.  Segmentación robusta de imágenes de rm cerebral , 2006 .

[44]  Raj Acharya,et al.  Automatic segmentation of lung regions in chest radiographs: a model guided approach , 2000, Proceedings 2000 International Conference on Image Processing (Cat. No.00CH37101).

[45]  H. K. Huang,et al.  Feature selection in the pattern classification problem of digital chest radiograph segmentation , 1995, IEEE Trans. Medical Imaging.

[46]  Junaed Sattar.  Snakes , Shapes and Gradient Vector Flow , 2022 .