Automatic 3D segmentation of MRI brain images based on fuzzy connectedness

2nd International Conference on Bioinformatics and Biomedical Engineering, iCBBE 2008

Volumn , Issue , 2008, Pages 2561-2564

  Liu, Zhidong ^a   Lin, Jiangli ^a   Zou, Yuanwen ^a   Chen, Ke ^a   Yin, Guangfu ^a  

^a SICHUAN UNIVERSITY   (China)

Author keywords

3D segmentation; Fuzzy connectedness; MRI; Region growing; Template matching

Indexed keywords

AGRICULTURAL PRODUCTS; BIOCOMMUNICATIONS; BIOINFORMATICS; BIOMEDICAL ENGINEERING; FUZZY SYSTEMS; IMAGE ENHANCEMENT; IMAGE SEGMENTATION; INFORMATION SCIENCE; PROBABILITY; SEED; THREE DIMENSIONAL; TISSUE;

3D SEGMENTATION; FUZZY CONNECTEDNESS; MRI; REGION GROWING; TEMPLATE MATCHING;

BRAIN;

EID: 50949088936     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICBBE.2008.974     Document Type: Conference Paper

References (7)

1. Brandt ME, Bohan TP, Kramer LA, et al. Estimation of CSF, white matter and gray matter volumes in hydrocephalic children using fuzzy clustering of MR images[J]. Compute Med Image Graph, 1994, 18:25-34.
2. Zhang YY, Smith S, Brady M. Hidden markov random field model and segmentation of brain MR images[R]. FMRIB technicalReport TR00YZ1 Oxford University, 2000.
3. Pal NR, Pal SK. A review of image segmentation techniques[J]. Pattern Recognition, 1993, 26(9):1277-1294.
4. Rafael C. Gonzalez, Richard E. Woods. Digital Image Processing Second Edition. Publishing House of Electronics Industry, 2002.
5. Udupa JK, Saha PK. Fuzzy connectedness and image segmentation[J]. Proceedings of the IEEE 2003, 1649-1669.
6. Udupa JK, Samarasekera S. Fuzzy connectedness and object definition: Theory, algorithm and applications in image segmentation. Graphical Models and Image Processing, 1996, 58(3):246-261.
7. Saha PK, Udupa JK, Odhner D. Scale-Based fuzzy connected image segmentation: Theory, algorithms, and validation. Computer Vision and Image Understanding, 2000, 77(9):145-174.