Search Results for author:
Found 12 papers, 0 papers with code
Convolutional Neural Networks for Automatic Detection of Intact Adenovirus from TEM Imaging with Debris, Broken and Artefacts Particles
To overcome the challenge, due to such a presence, we developed a software tool for semi-automatic annotation and segmentation of adenoviruses and a software tool for automatic segmentation and detection of intact adenoviruses in TEM imaging systems.
Evaluation of Extra Pixel Interpolation with Mask Processing for Medical Image Segmentation with Deep Learning
In this study, the author evaluated the effects of both BIC-based image and mask processing and BIC-and-NN-based image and mask processing versus NN-based image and mask processing.
Stochastic Rounding for Image Interpolation and Scan Conversion
The proposed SR function is based on a pseudorandom number, enabling the pseudorandom rounding up or down any non-integer row and column subscripts.
Advances on image interpolation based on ant colony algorithm
This paper presents an advance on image interpolation based on ant colony algorithm (AACA) for high-resolution image scaling.
Advanced Image Enhancement Method for Distant Vessels and Structures in Capsule Endoscopy
The proposed method (PM) combines two algorithms for the enhancement of darker and brighter areas of capsule endoscopic images, respectively.
Challenges of 3D Surface Reconstruction in Capsule Endoscopy
This report generally focuses on challenges associated with 3D visualization and specifically investigates the impact of the indeterminate selection of the angle of the line of sight on 3D surfaces.
Effects of Image Size on Deep Learning
In this work, the best size for late gadolinium enhancement (LGE) magnetic resonance imaging (MRI) images in the training dataset was determined to optimize deep learning training outcomes.
Evaluation of deep learning-based myocardial infarction quantification using Segment CMR software
This work evaluates deep learning-based myocardial infarction (MI) quantification using Segment cardiovascular magnetic resonance (CMR) software.
Effect of the regularization hyperparameter on deep learning-based segmentation in LGE-MRI
The extent to which the arbitrarily selected L2 regularization hyperparameter value affects the outcome of semantic segmentation with deep learning is demonstrated.
Normalized Weighting Schemes for Image Interpolation Algorithms
Image interpolation algorithms pervade many modern image processing and analysis applications.
Evaluation of Rounding Functions in Nearest-Neighbor Interpolation
A novel evaluation study of the most appropriate round function for nearest-neighbor (NN) image interpolation is presented.
4X4 Census Transform
This paper proposes a 4X4 Census Transform (4X4CT) to encourage further research in computer vision and visual computing.
