Quantitative comparison of segmentation methods for in-body images

Proceedings of the 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Engineering the Future of Biomedicine, EMBC 2009

Volumn , Issue , 2009, Pages 5785-5788

  Riaz, Farhan ^a   Ribeiro, Mario Dinis ^a   Coimbra, Miguel Tavares ^a  

^a UNIVERSITY OF PORTO   (Portugal)

Author keywords

Endoscopy; Gastroenterology; Image segmentation; Medical imaging

Indexed keywords

ENDOSCOPY; GASTROENTEROLOGY; MEDICAL IMAGING;

LEVELS OF ANALYSIS; MANUAL ANNOTATION; MANUAL SEGMENTATION; NUMERICAL COMPARISON; QUANTITATIVE COMPARISON; SEGMENTATION ALGORITHMS; SEGMENTATION METHODS; SEGMENTATION RESULTS;

IMAGE SEGMENTATION;

EID: 77950993013     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IEMBS.2009.5332540     Document Type: Conference Paper

References (12)

1. th century: a period analysis", The Lancet, 360, pp. 1131-1135, Oct 2002.
2. M.D. Ribeiro, "Clinical, Endoscopic and Laboratorial Assessment of Patients with Associated Lesions to Gastric Adenocarcinoma", Faculdade de Medicina da Universidade do Porto, Phd Thesis, 2005.
3. A.M. Sousa, "Analysis of Colour and Texture Features of Vital-Stained Magnification-Endoscopy images for Computer-assisted Diagnosis of Precancerous and Cancer Lesions", Faculdade de Engenharia da Universidade do Porto, Master Thesis, 2008.
4. A.M. Sousa, M.D. Ribeiro, M. Areia, M. Correia, M. Coimbra, "Towards more adequate colour histograms for in-body images", International Conference of the IEEE Engineering in Medicine and Biology Society, Vancouver 2008.
5. R. Rodriguez, P. J. Castillo, V. Guerra, A. G. Suarez, E. Izquierdo, "Two robust techniques for Segmentation of Biomedical Images", Computacion Sistemas, vol.9, no.4, pp. 355-369, Mexico 2006.
6. K. Fukunaga and L.D. Hostetler, "The Estimation of the Gradient of a Density Function, with Applications in Pattern Recognition", IEEE trans. Information Theory, vol.21, pp. 32-40, 1975.
7. Y. Cheng, "Mean Shift, Mode Seeking, and Clustering", IEEE trans. Pattern Analysis and Machine Intelligence, vol.17, no.8, pp. 790-799, Aug. 1995
8. Z. Wu and R. Leahy, "An Optimal Graph Theoretic Approach to Data Clustering: Theory and Its Applications to Image Segmentation", IEEE trans. Pattern Analysis and Machine Intelligence, vol.15, no.11, pp. 1101-1113, Nov. 2003
9. J. Shi and J. Malik, "Normalized cuts and Image Segmentation", IEEE trans. Pattern Analysis and Machine Intelligence, vol.22, no.8, pp. 888-905, Aug. 2000.
10. S. Gold, A. Rangarajan, C.P. Lu, S. Pappu and E. Mjolsness, "New Algorithms for 2D and 3D Point Matching: Pose Estimation and Correspondence", Pattern Recognition, vol.31, no.8, pp. 888-905, Aug. 2000.
11. H. Chui and A. Rangarajan, "A New Algorithm for Non-Rigid Point Matching", Proc. IEEE Conf. Computer Vision and Pattern Recognition, pp. 44-51, June 2000.
12. Van Rijsbergen, C.J.:: Information Retrieval. Butterworth-Heinemann, Newton, MA, USA, 1979.