Nonparametric joint shape and feature priors for image segmentation

E Erdil, MU Ghani, L Rada… - … on Image Processing, 2017 - ieeexplore.ieee.org
In many image segmentation problems involving limited and low-quality data, employing
statistical prior information about the shapes of the objects to be segmented can significantly …

Bayesian methods for segmentation of objects from multimodal and complex shape densities using statistical shape priors

E Erdil - 2018 - research.sabanciuniv.edu
In many image segmentation problems involving limited and low-quality data, employing
statistical prior information about the shapes of the objects to be segmented can significantly …

Coupled shape priors for dynamic segmentation of dendritic spines

N Atabakilachini, E Erdil, AO Argunsah… - 2017 25th Signal …, 2017 - ieeexplore.ieee.org
Segmentation of biomedical images is a challenging task, especially when there is low
quality or missing data. The use of prior information can provide significant assistance for …

3B dendritic spine segmentation using nonparametric shape priors

E Böcügöz, E Erdil, AÖ Argunşah… - 2017 25th Signal …, 2017 - ieeexplore.ieee.org
Analyzing morphological and structural changes of dendritic spines in 2-photon microscopy
images in time is important for neuroscience researchers. Correct segmentation of dendritic …