3 papers
cs.CV2024
SimSAM: Simple Siamese Representations Based Semantic Affinity Matrix for Unsupervised Image Segmentation
Chanda Grover Kamra, Indra Deep Mastan, Nitin Kumar +1
Recent developments in self-supervised learning (SSL) have made it possible to learn data representations without the need for annotations. Inspired by the non-contrastive SSL appr…
cs.CV2023
Sem-CS: Semantic CLIPStyler for Text-Based Image Style Transfer
Chanda Grover Kamra, Indra Deep Mastan, Debayan Gupta
CLIPStyler demonstrated image style transfer with realistic textures using only a style text description (instead of requiring a reference style image). However, the ground semanti…
cs.CV2021
FMD-cGAN: Fast Motion Deblurring using Conditional Generative Adversarial Networks
Jatin Kumar, Indra Deep Mastan, Shanmuganathan Raman
In this paper, we present a Fast Motion Deblurring-Conditional Generative Adversarial Network (FMD-cGAN) that helps in blind motion deblurring of a single image. FMD-cGAN delivers…