Self-Supervision in Time for Satellite Images(S3-TSS): A novel method of SSL technique in Satellite images

1 code implementation • 7 Mar 2024 • Akansh Maurya, Hewan Shrestha, Mohammad Munem Shahriar

With the limited availability of labeled data with various atmospheric conditions in remote sensing images, it seems useful to work with self-supervised algorithms.

Self-Supervised Learning

PARSE challenge 2022: Pulmonary Arteries Segmentation using Swin U-Net Transformer(Swin UNETR) and U-Net

1 code implementation • 20 Aug 2022 • Akansh Maurya, Kunal Dashrath Patil, Rohan Padhy, Kalluri Ramakrishna, Ganapathy Krishnamurthi

In this work, we present our proposed method to segment the pulmonary arteries from the CT scans using Swin UNETR and U-Net-based deep neural network architecture.