Capability enhancement of the X-ray micro-tomography system via ML-assisted approaches

no code implementations • 8 Feb 2024 • Dhruvi Shah, Shruti Mehta, Ashish Agrawal, Shishir Purohit, Bhaskar Chaudhury

Ring artifacts in X-ray micro-CT images are one of the primary causes of concern in their accurate visual interpretation and quantitative analysis.

SSIM

STPGANsFusion: Structure and Texture Preserving Generative Adversarial Networks for Multi-modal Medical Image Fusion

no code implementations • National Conference on Communications (NCC) 2022 • Dhruvi Shah, Hareshwar Wani, Manisha Das, Deep Gupta, Petia Radeva, Ashwini Bakde

Next, the fusion of the structure and the texture components is carried out using two generative adversarial networks (GANs) consisting of a generator and two discriminators to get fused structure and texture components.