Robust Image Segmentation Applied to Magnetic Resonance and Ultrasound Images of the Prostate. (Segmentation d'images robuste appliqué à l'imagerie par résonance magnétique et l'échographie de la prostate)
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Summary
Twodeformable models for accurate, robust and computationallyefficient prostate segmentation in TRUS and MRI images are developed and Statistically significant improvement in segmentation accuracies are achieved compared to some of the works in literature.
- Type
- preprint
- Published
- 2012-10-19
- Cited by
- 1
- References
- 154
- Access
- Open access
- OpenAlex
- https://openalex.org/W18161206
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:16098719
Keywords
Artificial intelligence, Segmentation, Computer science, Initialization, Image segmentation
References
- Snakes, shapes, and gradient vector flow
- Fronts propagating with curvature dependent speed: algorithms based on Hamilton-Jacobi formulations. Final report
- Handbook of medical image processing and analysis
- Texture Analysis Using Two-Dimensional Quadrature Filters
- Edge Detection and Ridge Detection with Automatic Scale Selection
- 3D Prostate Boundary Segmentation From Ultrasound Images Using 2D Active Shape Models
- Segmentation of Prostate from 3-D Ultrasound Volumes Using Shape and Intensity Priors in Level Set Framework
- Signal processing for computer vision
- Segmentation of prostate ultrasound images using an improved snakes model
- Coupled Multi-shape Model and Mutual Information for Medical Image Segmentation
- Optimal Graph Search Segmentation Using Arc-Weighted Graph for Simultaneous Surface Detection of Bladder and Prostate
- Automatic Segmentation of Bladder and Prostate Using Coupled 3D Deformable Models
- Learning Image Context for Segmentation of Prostate in CT-Guided Radiotherapy
- Spatial Decision Forests for MS Lesion Segmentation in Multi-Channel MR Images
- Prostate surface segmentation from 3D ultrasound images
- Diffeomorphic Registration Using B-Splines
- Prostate Segmentation in 2D Ultrasound Images Using Image Warping and Ellipse Fitting
- Computer technology in detection and staging of prostate carcinoma: A review
- Outlining of the prostate using snakes with shape restrictions based on the wavelet transform (Doctoral Thesis: Dissertation)
- Multifeature Landmark-Free Active Appearance Models: Application to Prostate MRI Segmentation
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