Image Reconstruction For Magnetic Particle Imaging Using An Augmented Lagrangian Method - 2017


Magnetic particle imaging (MPI) could be a comparatively new imaging modality that pictures the spatial distribution of superparamagnetic iron oxide nanoparticles administered to the body. In this study, we tend to use a replacement technique primarily based on Alternating Direction Method of Multipliers (a subset of Augmented Lagrangian Ways, ADMM) with total variation and l1 norm minimization, to reconstruct MPI images. We demonstrate this method on information simulated for a field free line MPI system, and compare its performance against the traditional Algebraic Reconstruction Technique. The ADMM improves image quality as indicated by a better structural similarity, for low signal-to-noise ratio datasets, and it significantly reduces computation time.

Did you like this research project?

To get this research project Guidelines, Training and Code... Click Here

PROJECT TITLE : An Analytical Approach for Soil and Land Classification System using Image Processing ABSTRACT: Land mapping and classification have piqued the interest of experts in recent decades for a variety of reasons.
PROJECT TITLE : Detection of Peach Disease Image Based on Asymptotic Non-Local Means and PCNN-IPELM ABSTRACT: This paper proposes a peach disease detection method based on the asymptotic non-local means (ANLM) image algorithm
PROJECT TITLE : 3D Neuron Reconstruction in Tangled Neuronal Image With Deep Networks ABSTRACT: Understanding how the brain works requires tracing or digital reconstruction of 3D neuron models. For the clean neuronal image with
PROJECT TITLE : A Biological Vision Inspired Framework for Image Enhancement in Poor Visibility Conditions ABSTRACT: For many computer vision applications, image augmentation is an essential pre-processing step, especially for
PROJECT TITLE : A Multi-Domain and Multi-Modal Representation Disentangler for Cross-Domain Image Manipulation and Classification ABSTRACT: Deep learning and computer vision have been focusing on the development of interpretable

Ready to Complete Your Academic MTech Project Work In Affordable Price ?

Project Enquiry