Combining multiple image segmentations by maximizing expert agreement

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 7588 LNCS, Issue , 2012, Pages 193-200

  Kamarainen, Joni Kristian ^a   Lensu, Lasse ^a   Kauppi, Tomi ^a  

^a LAPPEENRANTA UNIVERSITY OF TECHNOLOGY   (Finland)

Author keywords

[No Author keywords available]

Indexed keywords

BASELINE METHODS; DIABETIC RETINOPATHY; GROUND TRUTH; MANUAL SEGMENTATION; MEDICAL IMAGES; PARTIALLY COHERENT; SPATIAL VARIATIONS; STATE-OF-THE-ART APPROACH; TRAINING AND TESTING;

EYE PROTECTION; MEDICAL IMAGING;

LEARNING SYSTEMS;

EID: 84870028293     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-35428-1_24     Document Type: Conference Paper

References (7)

1. Kauppi, T., Kalesnykiene, V., Kamarainen, J.K., Lensu, L., Sorri, I., Raninen, A., Voutilainen, R., Uusitalo, H., Kälviäinen, H., Pietilä, J.: The DIARETDB1 diabetic retinopathy database and evaluation protocol. In: BMVC (2007)
2. Warfield, S., Zou, K., Wells, W.: Simultaneous truth and performance level estimation (STAPLE): An algorithm for the validation of image segmentation. IEEE Trans. on Medical Imaging 23(7) (2004)
3. Commowick, O., Warfield, S.: A continuous staple for scalar, vector, and tensor images: An application to dti analysis. IEEE Trans. on Medical Imaging 28(6) (2009)
4. Commowick, O., Warfield, S.: Estimation of inferential uncertainty in assessing expert segmentation performance from staple. IEEE Trans. on Medical Imaging 29(3) (2010)
5. Kauppi, T., Kamarainen, J.-K., Lensu, L., Kalesnykiene, V., Sorri, I., Kälviäinen, H., Uusitalo, H., Pietilä, J.: Fusion ofMultiple Expert Annotations and Overall Score Selection for Medical Image Diagnosis. In: Salberg, A.-B., Hardeberg, J.Y., Jenssen, R. (eds.) SCIA 2009. LNCS, vol. 5575, pp. 760-769. Springer, Heidelberg (2009)
6. Everingham, M., Zisserman, A., Williams, C.K.I., Van Gool, L.: The PASCAL Visual Object Classes Challenge (VOC 2006) Results (2006)
7. Kittler, J., Hatef, M., Duin, R.P.W., Matas, J.: On combining classfiers. IEEE Trans. on PAMI 20(3) (1998)