9 citations · 38 across the 12 of their papers we have counts for
3 papers · 1 filter
Mode matching in GANs through latent space learning and inversion
Deepak Mishra, Prathosh A. P., Aravind Jayendran +2
Generative adversarial networks (GANs) have shown remarkable success in generation of unstructured data, such as, natural images. However, discovery and separation of modes in the…
Localization: A Missing Link in the Pipeline of Object Matching and Registration
Deepak Mishra, Rajeev Ranjan, Santanu Chaudhury +2
Image registration is a process of aligning two or more images of same objects using geometric transformation. Most of the existing approaches work on the assumption of location in…
Unsupervised Despeckling
Deepak Mishra, Santanu Chaudhury, Mukul Sarkar +1
Contrast and quality of ultrasound images are adversely affected by the excessive presence of speckle. However, being an inherent imaging property, speckle helps in tissue characte…