Robust Initialization of Active Shape Models for Lung Segmentation in CT Scans: A Feature-Based Atlas Approach

Keywords

Arctic, Environmental science, Methane, Oceanography, The arctic

References

• Efficient and Robust Model-to-Image Alignment using 3D Scale-Invariant Features品川 高志 — 2012
• A 4D Statistical Shape Model for Automated Segmentation of Lungs with Large TumorsPablo Pareja Alcaraz — 2012
• Multi-stage Learning for Robust Lung Segmentation in Challenging CT VolumesMichal Sofka, Jens Wetzl, Neil Birkbeck — 2011
• Feature-based Alignment of Volumetric Multi-modal ImagesMatthew Toews, Lilla Zöllei, William M. Wells — 2013
• A Game-Theoretic Framework for Landmark-Based Image SegmentationBulat Ibragimov, B. Likar, F. Pernuš — 2012
• Automated 3-D Segmentation of Lungs With Lung Cancer in CT Data Using a Novel Robust Active Shape Model ApproachShanhui Sun, Christian Bauer, Reinhard Beichel — 2011
• Reconstructing a 3D structure from serial histological sectionsSébastien Ourselin, Alexis Roche, Gérard Subsol — 2001
• Active Shape Models: Evaluation of a Multi-Resolution Method for Improving Image SearchT.F. Cootes, Chris Taylor, Andreas Lanitis — 1994
• Evaluation of Registration Methods on Thoracic CT: The EMPIRE10 ChallengeKeelin Murphy, Bram van Ginneken, Joseph M. Reinhardt — 2011
• Robust model-based detection of the lung field boundaries in portable chest radiographs supported by selective thresholdingDimitris K. Iakovidis, Michalis A. Savelonas, George Papamichalis — 2009
• Gradient vector flow based active shape model for lung field segmentation in chest radiographsTao Xu, Meenakshi Mandal, Richard Long — 2009
• Distinctive Image Features from Scale-Invariant KeypointsDavid Lowe — 2004
• Active shape model segmentation with optimal featuresBram van Ginneken, Alejandro F. Frangi, Joes Staal — 2002
• SIFT-Rank: Ordinal description for invariant feature correspondenceMatthew Toews, William M. Wells — 2009
• Scale & Affine Invariant Interest Point DetectorsKrystian Mikolajczyk, Cordelia Schmid — 2004
• An automated initialization system for robust model-based segmentation of lungs in CT dataGurman Gill, Matthew Toews, Reinhard Beichel — 2013
• Medical Image Computing and Computer-Assisted Intervention — MICCAI’98Wells, William M, Delp, Scott, Colchester, Alan — 1998
• Lung region segmentation based on multi-resolution Active Shape ModelChunyan Wang, Shengwen Guo, Jianbo Wu — 2008
• A performance evaluation of local descriptorsKrystian Mikolajczyk, C. Schmid — 2005

Cited by

• Automated compromised right lung segmentation method using a robust atlas-based active volume model with sparse shape composition prior in CTJinghao Zhou, Zhennan Yan, G Lasio — 2015
• Imaging texture analysis for automated prediction of lung cancer recurrence after stereotactic radiotherapySarah A. Mattonen, S. Tetar, David A. Palma — 2015
• A Feature-based Approach to Big Data Analysis of Medical ImagesMatthew Toews, Christian Wachinger, Raúl San Jośe Estépar — 2015
• Automatic volumetric localization of the liver in abdominal CT scans using low level processing and shape priorsOmar Ibrahim Al Irr, Ashrani Aizzuddin Abd. Rahni — 2015
• Überatlas: Fast and robust registration for multi-atlas segmentationJennifer Alvén, Alexander Norlén, Olof Enqvist — 2016
• An Approach for Reducing the Error Rate in Automated Lung SegmentationGurman Gill, Reinhard Beichel — 2016
• Radiomics for Response Assessment after Stereotactic Radiotherapy for Lung CancerSarah A. Mattonen — 2016
• Automatic segmentation of overlapping cervical smear cells based on local distinctive features and guided shape deformationAfaf Tareef, Yang Song, Weidong Cai — 2017
• A wavelet frames + K-means based automatic method for lung area segmentation in multiple slices of CT scanImran Fareed Nizami, Saad Ul Hasan, Ibrahim Tariq Javed — 2014
• Genetic programming for evolving figure-ground segmentors from multiple featuresYuyu Liang, Mengjie Zhang, Will N. Browne — 2017
• Patient-Specific Model Based Segmentation of Lung Computed Tomographic ImagesDhalia Sweetlin J, Harichandran Khanna Nehemiah, A. Kannan — 2016
• Optimizing the cervix cytological examination based on deep learning and dynamic shape modelingAfaf Tareef, Yang Song, Heng Huang — 2017
• Visual Three-Dimensional Reconstruction of Aortic Dissection Based on Medical CT ImagesXiaojie Duan, Dandan Chen, Jianming Wang — 2017
• A new model-based framework for lung tissue segmentation in three-dimensional thoracic CT imagesZeinab Naseri, Fatemeh Abdoli, Hamid Abrishami Moghaddam — 2017
• Deformable image registration applied to lung SBRT: Usefulness and limitations.David Sarrut, Thomas Baudier, Myriam Ayadi — 2017
• Figure-ground image segmentation using feature-based multi-objective genetic programming techniquesYuyu Liang, Mengjie Zhang, Will N. Browne — 2017
• A New Hybrid Approach Using Fuzzy Clustering and Morphological Operations for Lung Segmentation in Thoracic CT ImagesSatya Prakash Sahu, Priyanka Agrawal, Narendra D. Londhe — 2017
• Genetic Programming for Supervised Figure-ground Image SegmentationYuyu Liang — 2018
• Graph-based unsupervised segmentation for lung tumor CT imagesYongjian Nian, Meng Li, Haoran Cui — 2017
• Automatic Aortic Dissection Recognition Based on CT ImagesXiaojie Duan, Xiaobing Shi, Jianming Wang — 2018

Related papers

No related papers recorded.