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Keywords
(8)
Color Segmentation
Differential Diagnosis
Image Indexing
Indexing and Retrieval
Monte Carlo Test
Shape Descriptor
System Performance
Region of Interest
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(2)
Fast and Effective Retrieval of Medical Tumor Shapes
Intelligent shape feature extraction and indexing for efficient content-based medical image retrieval
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Shape-based image indexing and retrieval for diagnostic pathology
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Shape-based image indexing and retrieval for diagnostic pathology
(
Citations: 14
)
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Dorin Comaniciu
,
P. Meer
,
D. Foran
A prototype system performing analysis,
indexing and retrieval
of pathology images to assist physicians in
differential diagnosis
of lymphoproliferative disorders is presented. Robust
color segmentation
is used to automatically analyse regions of interest in images of leukocytes. The shape of leukocyte nuclei, described through similarity invariant shape descriptors, represents the main attribute in the search query.
Monte Carlo
tests for stability and goal-directed evaluations of the
system performance
are also shown
Conference:
International Conference on Pattern Recognition - ICPR
, vol. 1, pp. 902-904 vol.1, 1998
DOI:
10.1109/ICPR.1998.711297
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Citation Context
(7)
...Most of the previous works in the context of histology, pathology and tissue image classification have approached the problem using segmentation techniques [9,
10
]...
Juan C. Caicedo
,
et al.
Histopathology Image Classification Using Bag of Features and Kernel F...
...Cell segmentation in microscopic images as an object segmentation problem remains an attractive and challenging task due to the often corrupted or blurred images, high noise, the presence of clutter, and the difficulties of adapting and extending available image segmentation approaches [
1
], [2], [3], [4]...
Nezamoddin N. Kachouie
,
et al.
Watershed deconvolution for cell segmentation
...Microscopic cell image segmentation as an object segmentation problem remains an attractive and challenging task due to the often corrupted or blurred images, high noise, the presence of clutters, and the difficulties of adapting and extending available image segmentation approaches to the applications of cell imaging [
1
], [2], [3], [4]...
Nezamoddin N. Kachouie
,
et al.
Stem-Cell Localization: A Deconvolution Problem
...For these spine X-ray images, shape contour is the only effective feature in characterizing various reliably detectable pathologies [
1-4
] and has laid the basis for shape representation and matching algorithms for retrieval [4-6]...
Xiaoqian Xu
,
et al.
PreIndexing for Fast Partial Shape Matching of Vertebrae Images
...A variety of semi-automatic or automatic methods have been proposed to segment cell boundaries [2,
3
, 4]. These methods include thresholding, watershed, nearest neighborhood graphs, mean shift procedure and deformable models, which can be divided into three major categories:...
Nezamoddin Nezamoddini-kachouie
,
et al.
A probabilistic living cell segmentation model
References
(12)
Robust analysis of feature spaces: color image segmentation
(
Citations: 341
)
Dorin Comaniciu
,
Peter Meer
Conference:
Computer Vision and Pattern Recognition - CVPR
, pp. 750-755, 1997
NeTra: A Toolbox for Navigating Large Image Databases
(
Citations: 415
)
Wei-ying Ma
,
B. S. Manjunath
Journal:
Multimedia Systems - MMS
, vol. 7, no. 3, pp. 184-198, 1999
Elliptic Fourier features of a closed contour
(
Citations: 381
)
F. P. Kuhl
,
C. R. Giardina
Journal:
Graphical Models /graphical Models and Image Processing /computer Vision, Graphics, and Image Processing - CVGIP
, vol. 18, no. 3, pp. 236-258, 1982
An Experimental Comparison of Autoregressive and Fourier-Based Descriptors in 2D Shape Classification
(
Citations: 152
)
Hannu Kauppinen
,
Tapio Seppänen
,
Matti Pietikäinen
Journal:
IEEE Transactions on Pattern Analysis and Machine Intelligence - PAMI
, vol. 17, no. 2, pp. 201-207, 1995
NeTra: A Toolbox for Navigating Large Image Databases
(
Citations: 296
)
Wei-ying Ma
,
B. S. Manjunath
Conference:
International Conference on Image Processing - ICIP
, pp. 568-571, 1997
Order by:
Citations
(14)
Microscopic Cell Nuclei Segmentation Based on Adaptive Attention Window
(
Citations: 5
)
Byoungchul Ko
,
Misuk Seo
,
Jae-Yeal Nam
Journal:
Journal of Digital Imaging
, vol. 22, no. 3, pp. 259-274, 2009
Histopathology Image Classification Using Bag of Features and Kernel Functions
(
Citations: 2
)
Juan C. Caicedo
,
Angel Cruz-roa
,
Fabio A. González
Conference:
AI in Medicine in Europe - AIME
, pp. 126-135, 2009
Watershed deconvolution for cell segmentation
(
Citations: 3
)
Nezamoddin N. Kachouie
,
Paul Fieguth
,
Eric Jervis
Conference:
Annual International Conference of the IEEE Engineering in Medicine and Biology Society - EMBC
, pp. 375-378, 2008
Extended-Hungarian-JPDA: Exact Single-Frame Stem Cell Tracking
(
Citations: 5
)
Nezamoddin N. Kachouie
,
Paul W. Fieguth
Journal:
IEEE Transactions on Biomedical Engineering - IEEE TRANS BIOMED ENG
, vol. 54, no. 11, pp. 2011-2019, 2007
Stem-Cell Localization: A Deconvolution Problem
(
Citations: 2
)
Nezamoddin N. Kachouie
,
Paul Fieguth
,
Eric Jervis
Conference:
Annual International Conference of the IEEE Engineering in Medicine and Biology Society - EMBC
, pp. 5525-5528, 2007