Segmentation of ultrasound images by using a hybrid neural network

Pattern Recognition Letters

Volumn 23, Issue 14, 2002, Pages 1825-1836

  Dokur, Zümray ^a   Ölmez, Tamer ^a  

^a ISTANBUL TECHNICAL UNIVERSITY   (Turkey)

Author keywords

Genetic algorithms; Medical imaging; Neural network; Texture classification; Ultrasound image segmentation

Indexed keywords

GENETIC ALGORITHMS; IMAGE SEGMENTATION; MATHEMATICAL TRANSFORMATIONS; NEURAL NETWORKS; VECTORS;

PIXEL INTENSITIES;

ULTRASONIC IMAGING;

IMAGE CLASSIFICATION;

ARTIFICIAL NEURAL NETWORK; IMAGE ANALYSIS; PATTERN RECOGNITION; ULTRASOUND; VISUAL DISCRIMINATION;

EID: 0036885188     PISSN: 01678655     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0167-8655(02)00155-1     Document Type: Article

References (33)

1. Discrete cosine transform
2. Hybrid neural network system for texture analysis
3. Image characterization based on joint gray level run length distributions
4. Classification of magnetic resonance images using a novel neural network
5. Classification of MR and CT images using genetic algorithms
6. Comparison of discrete wavelet and Fourier transforms for ECG beat classification
7. Typing of prostate tissue by ultrasonic spectrum analysis
8. Features and classification methods to locate deciduous trees in images
9. Texture feature for image classification
10. Hybrid system for robust recognition of noisy speech based on evolving fuzzy neural networks and adaptive filtering
11. Identification of robot manipulators using neural networks and genetic programming
12. Ultrasound image texture analysis for characterizing intramuscular fat-content of live beef-cattle
13. Automatic detection of the boundary of the calcaneus from ultrasound parametric images using an active contour model-clinical-assessment
14. A theory for multiresolution signal decomposition: The wavelet representation
15. Computer-aided diagnostic system for diffuse liver-diseases with ultrasonography by neural networks
16. Fusion of soft computing and hard computing techniques: A review of applications
17. Classification of ECG waveforms by using RCE neural network and genetic algorithms
18. Abnormal tissue detection in computer tomography images using artificial neural networks
19. Modified restricted Coulomb energy neural network
20. Detecting texture periodicity from co-occurrence matrix
21. Image feature extraction for mass detection in digital mammography-Influence of wavelet analysis
22. Filtering for texture classification - A comparative study
23. Segmentation of texture images and gestalt organization using spatial/spatial-frequency representations
24. A neural model for category learning
25. Classification of digital angiograms using artificial neural networks
26. Combination of genetic algorithms and neural networks: A survey of the state of the art
27. A study of cloud classification with neural networks using spectral and textural features
28. Texture feature for classification of ultrasound liver images
29. Wavelet neural networks employing over-complete number of compactly supported non-orthogonal wavelets and their applications
30. Optimally weighted wavelet transform based on supervised training for detection of microcalcifications in digital mammograms