46 citations · 143 across the 10 of their papers we have counts for
10 papers
Convolutional Neural Networks vs. Deformable Image Registration For Medical Slice Interpolation
Dilip Kumar Verma, Ahmadreza Baghaie
Medical image slice interpolation is an active field of research. The methods for this task can be categorized into two broad groups: intensity-based and object-based interpolation…
Robust Principal Component Analysis for Background Estimation of Particle Image Velocimetry Data
Ahmadreza Baghaie
Particle Image Velocimetry (PIV) data processing procedures are adversely affected by light reflections and backgrounds as well as defects in the models and sticky particles that o…
Markov Random Field Model-Based Salt and Pepper Noise Removal
Ahmadreza Baghaie
Problem of impulse noise reduction is a very well studied problem in image processing community and many different approaches have been proposed to tackle this problem. In the curr…
Application of Independent Component Analysis Techniques in Speckle Noise Reduction of Retinal OCT Images
Ahmadreza Baghaie, Roshan M. D'souza, Zeyun Yu
Optical Coherence Tomography (OCT) is an emerging technique in the field of biomedical imaging, with applications in ophthalmology, dermatology, coronary imaging etc. OCT images us…
Finite Element Method Based Modeling of Cardiac Deformation Estimation under Abnormal Ventricular Muscle Conditions
Ahmadreza Baghaie, Hamid Abrishami Moghaddam
Deformation modeling of cardiac muscle is an important issue in the field of cardiac analysis. Many approaches have been developed to better estimate the cardiac muscle deformation…
State-of-the-Art in Retinal Optical Coherence Tomography Image Analysis
Ahmadreza Baghaie, Roshan M. D'souza, Zeyun Yu
Optical Coherence Tomography (OCT) is one of the most emerging imaging modalities that has been used widely in the field of biomedical imaging. From its emergence in 1990's, plenty…
Fast Mesh-Based Medical Image Registration
Ahmadreza Baghaie, Zeyun Yu, Roshan M. D'souza
In this paper a fast triangular mesh based registration method is proposed. Having Template and Reference images as inputs, the template image is triangulated using a content adapt…
Sparse And Low Rank Decomposition Based Batch Image Alignment for Speckle Reduction of retinal OCT Images
Ahmadreza Baghaie, Roshan M. D'souza, Zeyun Yu
Optical Coherence Tomography (OCT) is an emerging technique in the field of biomedical imaging, with applications in ophthalmology, dermatology, coronary imaging etc. Due to the un…
An Optimization Method For Slice Interpolation Of Medical Images
Ahmadreza Baghaie, Zeyun Yu
Slice interpolation is a fast growing field in medical image processing. Intensity-based interpolation and object-based interpolation are two major groups of methods in the literat…
Structure Tensor Based Image Interpolation Method
Ahmadreza Baghaie, Zeyun Yu
Feature preserving image interpolation is an active area in image processing field. In this paper a new direct edge directed image super-resolution algorithm based on structure ten…