Literature DB >> 16526432

Isoperimetric graph partitioning for image segmentation.

Leo Grady1, Eric L Schwartz.   

Abstract

Spectral graph partitioning provides a powerful approach to image segmentation. We introduce an alternate idea that finds partitions with a small isoperimetric constant, requiring solution to a linear system rather than an eigenvector problem. This approach produces the high quality segmentations of spectral methods, but with improved speed and stability.

Mesh：

Year:  2006        PMID： 16526432     DOI： 10.1109/TPAMI.2006.57

Source DB:  PubMed          Journal:  IEEE Trans Pattern Anal Mach Intell        ISSN： 0098-5589            Impact factor:   6.226


  21 in total

1.  Robust segmentation of overlapping cells in histopathology specimens using parallel seed detection and repulsive level set.

Authors:  Xin Qi; Fuyong Xing; David J Foran; Lin Yang
Journal:  IEEE Trans Biomed Eng       Date:  2011-12-09       Impact factor: 4.538

2.  Effective nuclei segmentation with sparse shape prior and dynamic occlusion constraint for glioblastoma pathology images.

Authors:  Pengyue Zhang; Fusheng Wang; George Teodoro; Yanhui Liang; Mousumi Roy; Daniel Brat; Jun Kong
Journal:  J Med Imaging (Bellingham)       Date:  2019-03-14

3.  UNSUPERVISED SHAPE PRIOR MODELING FOR CELL SEGMENTATION IN NEUROENDOCRINE TUMOR.

Authors:  Fuyong Xing; Lin Yang
Journal:  Proc IEEE Int Symp Biomed Imaging       Date:  2015-07-23

4.  Fast Cell Segmentation Using Scalable Sparse Manifold Learning and Affine Transform-approximated Active Contour.

Authors:  Fuyong Xing; Lin Yang
Journal:  Med Image Comput Comput Assist Interv       Date:  2015-11-18

5.  Transfer Shape Modeling Towards High-throughput Microscopy Image Segmentation.

Authors:  Fuyong Xing; Xiaoshuang Shi; Zizhao Zhang; JinZheng Cai; Yuanpu Xie; Lin Yang
Journal:  Med Image Comput Comput Assist Interv       Date:  2016-10-02

6.  Robust selection-based sparse shape model for lung cancer image segmentation.

Authors:  Fuyong Xing; Lin Yang
Journal:  Med Image Comput Comput Assist Interv       Date:  2013

7.  AUTOMATED LEVEL SET SEGMENTATION OF HISTOPATHOLOGIC CELLS WITH SPARSE SHAPE PRIOR SUPPORT AND DYNAMIC OCCLUSION CONSTRAINT.

Authors:  Pengyue Zhang; Fusheng Wang; George Teodoro; Yanhui Liang; Daniel Brat; Jun Kong
Journal:  Proc IEEE Int Symp Biomed Imaging       Date:  2017-06-19

8.  Robust Cell Detection and Segmentation in Histopathological Images Using Sparse Reconstruction and Stacked Denoising Autoencoders.

Authors:  Hai Su; Fuyong Xing; Xiangfei Kong; Yuanpu Xie; Shaoting Zhang; Lin Yang
Journal:  Med Image Comput Comput Assist Interv       Date:  2015-11-18

9.  Automatic detection of regional heart rejection in USPIO-enhanced MRI.

Authors:  Hsun-Hsien Chang; José M F Moura; Yijen L Wu; Chien Ho
Journal:  IEEE Trans Med Imaging       Date:  2008-08       Impact factor: 10.048

10.  High-throughput histopathological image analysis via robust cell segmentation and hashing.

Authors:  Xiaofan Zhang; Fuyong Xing; Hai Su; Lin Yang; Shaoting Zhang
Journal:  Med Image Anal       Date:  2015-11-09       Impact factor: 8.545
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