A structure-based approach for colon gland segmentation in digital pathology

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

Volumn 9791, Issue , 2016, Pages

  Ben Cheikh, Bassem ^a   Bertheau, Philippe ^b   Racoceanu, Daniel ^a  

^a SORBONNE UNIVERSITÉ   (France)

^b UNIVERSITÉ PARIS DESCARTES   (France)

Author keywords

digital pathology; Gland segmentation; mathematical morphology; spatial analysis

Indexed keywords

CELLS; CYTOLOGY; DIAGNOSIS; DISEASES; IMAGE SEGMENTATION; MEDICAL IMAGING; PATHOLOGY; SPATIAL DISTRIBUTION;

DIGITAL PATHOLOGIES; GLAND SEGMENTATIONS; GLANDULAR STRUCTURES; HISTOPATHOLOGICAL IMAGES; INFLAMMATORY BOWEL DISEASE; MORPHOLOGICAL OPERATOR; SEGMENTATION METHODS; SPATIAL ANALYSIS;

MATHEMATICAL MORPHOLOGY;

EID: 84989886528     PISSN: 16057422     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.2216545     Document Type: Conference Paper

References (8)

1. Cohen A, Rivlin E, Shimshoni I, Sabo E, "Memory based active contour algorithm using pixel-level classified images for colon crypt segmentation", Computerized Medical Imaging and Graphics, 2015.
2. Korsuk Sirinukunwattana, David R. Snead and Nasir M. Rajpoot, "A novel texture descriptor for detection of glandular structures in colon histology images", Proc. SPIE 9420, Medical Imaging 2015: Digital Pathology, 94200S (March 19, 2015); doi:10.1117/12.2082010.
3. R. Achanta, A. Shaji, K. Smith, A. Lucchi, P. Fua, and S. Susstrunk, "SLIC superpixels com-pared to state-of-The-Art superpixel methods", Pattern Analysis and Machine Intelligence, IEEE Transactions on, vol. 34, no. 11, pp. 22742282, 2012.
4. K. Sirinukunwattana, D.R.J. Snead, N.M. Rajpoot, "A Stochastic Polygons Model for Glandular Struc-Tures in Colon Histology Images", in IEEE Transactions on Medical Imaging, 2015 (in press) doi: 10.1109/TMI.2015.2433900.
5. C. Gunduz-Demir, M. Kandemir, A. Tosun, and C. Sokmensuer, "Automatic segmentation of colon glands using object-graphs", Medical Image Analysis, vol. 14, no. 1, pp. 112, 2010.
6. Akif Burak Tosuna, Melih Kandemir a, Cenk Sokmensuerb, Cigdem Gunduz-Demir, "Object-oriented texture analysis for the unsupervised segmentation of biopsy images for cancer detection", Pattern Recognition, 2009.
7. Erik Reinhard, Michael Ashikhmin, Bruce Gooch, and Peter Shirley, "Color transfer between images", Com-puter Graphics and Applications IEEE, 2001.
8. Nicolas Lomenie and Daniel Racoceanu, "Point Set Morphological Filtering and Semantic Spatial Conffgu-ration Modeling: Application to microscopic image and bio-structure analysis", Pattern Recognition 2012.