A refined SVM applied in medical image annotation

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

Volumn 4730 LNCS, Issue , 2007, Pages 690-693

  Qiu, Bo ^a  

^a INSTITUTE FOR INFOCOMM RESEARCH   (Singapore)

Author keywords

Medical image annotation; Refined SVM

Indexed keywords

FEATURE EXTRACTION; IMAGE ANALYSIS; IMAGE CLASSIFICATION; IMAGE RESOLUTION; MEDICAL IMAGING;

EUCLIDEAN DISTANCE CLASSIFIERS; MEDICAL IMAGE ANNOTATION;

SUPPORT VECTOR MACHINES;

EID: 38049174959     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-74999-8_85     Document Type: Conference Paper

References (8)

1. Lehmann, T., et al.: Automatic categorization of medical images for content-based retrieval and data mining. Computerized Medical Imaging and Graphics 29, 143-155 (2005)
2. Qiu, B., Xu, C.S., Tian, Q.: An automatic classification system applied in medical images. In: IEEE Intl. Conf. Multimedia & Expo (ICME) 2006, Toronto, Canada, July 9-12, 2006 (2006)
3. Itti, L., Koch, C.: A saliency-based search mechanism for overt and covert shifts of visual attention. Vision Research 40(10-12), 1489-1506 (2000)
4. Sebe, N., Tian, Q., Loupias, E., et al.: Evaluation of salient point techniques. Image and Vision Computing 21(13-14), 1087-1095 (2003)
5. Lowe, D.G.: Distinctive image features from scale-invariant keypoints. International Journal of Computer Vision 60(2), 91-110 (2004)
6. Qiu, B., Racoceanu, D., Xu, C.S., Tian, Q.: Stripe: image feature based on a new grid method and its application in ImageCLEF. In: Ng, H.T., Leong, M.-K., Kan, M.-Y., Ji, D. (eds.) AIRS 2006. LNCS, vol. 4182, Springer, Heidelberg (2006)
7. Ranawana, R., Palade, V.: Multi classifier systems - a review and roadmap for developers. Journal of Hybrid Intelligent Systems (2006)
8. Müller, H., et al.: Overview of the ImageCLEFmed 2006 medical retrieval and annotation tasks. In: Working Notes for the CLEF 2006 Workshop, Alicante, Spain, September 20-22 (2006)