Saurabh J. Shigwan

According to our database, Saurabh J. Shigwan authored at least 8 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

SwinDTI: swin transformer-based generalized fast estimation of diffusion tensor parameters from sparse data.

Abhishek Tiwari, Rajeev Kumar Singh, Saurabh J. Shigwan

Neural Comput. Appl., February, 2024

UnSeGArmaNet: Unsupervised Image Segmentation using Graph Neural Networks with Convolutional ARMA Filters.

Kovvuri Sai Gopal Reddy, Bodduluri Saran, A. Mudit Adityaja, Saurabh J. Shigwan, Nitin Kumar, Snehasis Mukherjee

CoRR, 2024

UnSegGNet: Unsupervised Image Segmentation using Graph Neural Networks.

Kovvuri Sai Gopal Reddy, Bodduluri Saran, A. Mudit Adityaja, Saurabh J. Shigwan, Nitin Kumar

CoRR, 2024

2023

Deep Learning Framework using Sparse Diffusion MRI for Diagnosis of Frontotemporal Dementia.

Abhishek Tiwari, Ananya Singhal, Saurabh J. Shigwan, Rajeev Kumar Singh

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Early Diagnosis of Alzheimer through Swin-Transformer-Based Deep Learning Framework using Sparse Diffusion Measures.

Abhishek Tiwari, Ananya Singhal, Saurabh J. Shigwan, Rajeev Kumar Singh

Proceedings of the Asian Conference on Machine Learning, 2023

2020

Object Segmentation with Deep Neural Nets Coupled with a Shape Prior, When Learning From a Training set of Limited Quality and Small Size.

Saurabh J. Shigwan, Akshay V. Gaikwad, Suyash P. Awate

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

2016

Hierarchical Generative Modeling and Monte-Carlo EM in Riemannian Shape Space for Hypothesis Testing.

Saurabh J. Shigwan, Suyash P. Awate

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

2015

A Statistical Model for Smooth Shapes in Kendall Shape Space.

Akshay V. Gaikwad, Saurabh J. Shigwan, Suyash P. Awate

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5, 2015