2 publications

• Published Subscription 12 Jun 2023

  A GAN Based Automatic Image Colourizer

  By Samridh Agarwal, Vidoosh Kumar Bang, Parthvi Singh, B.K. Tripathy

  Abstract: A fascinating skill in computer vision under Artificial intelligence is the technique of automatically changing monochrome photos into colour ones without human assistance. When a substantial annotated dataset is not readily accessible, transfer learning is commonly employed as the preferred approach. Typically, this involves utilizing pre-trained models with extensive general knowledge gained from training on ImageNet, which are subsequently fine-tuned to cater to specific tasks. From the utility point of …

  Published in Journal of Multimedia Technology & Recent Advancements · Vol. 10, Issue 1, 2023 · pp. 1–11 Read article →

• Published Subscription 16 Aug 2022

  A New Approach to Hypersoft Sets and their Application in Decision Making

  By R.K. Mohanty, B.K. Tripathy

  Abstract: An uncertainty based model, parallel to the soft set (SS) model introduced by Molodtsov, was proposed by Smarandache in the form of hypersoft sets (HSS). The basic characteristic of both these models is that these are parametrized family of sets which are induced by the parameters involved. However, Smarandache had left open the basic operation on HSS. In this paper, we first redefine HSS using the characteristic function based approach, …

  Published in Research & Reviews: Discrete Mathematical Structures · Vol. 9, Issue 2, 2022 · pp. 1–10 Read article →