Soumen Sinha

According to our database, Soumen Sinha authored at least 9 papers between 2023 and 2024.

Collaborative distances:

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

2024

SegNet-ATT: Cross-Channel and Spatial Attention-Enhanced U-Net for Semantic Segmentation of Flood Affected Areas.

Pranav Sunil, Soumen Sinha, Rahul Roy

Proceedings of the Pattern Recognition - 27th International Conference, 2024

Hierarchical Ensemble of AutoEncoder for Restoration of Images Corrupted by Cumulative Combination of Noise.

Sayarnil Ganguly, Sanjana Reddy Katham, Sanyam Agrawal, Soumen Sinha, Rahul Roy

Proceedings of the Pattern Recognition - 27th International Conference, 2024

ALRA: Adaptive Low-Rank Approximations for Neural Network Pruning.

Soumen Sinha, Rajen Kumar Sinha

Proceedings of the 48th IEEE Annual Computers, Software, and Applications Conference, 2024

A Novel Cascade Classifier Framework for Open-World Medicinal Plant Classification.

Tanisha Rana, Soumen Sinha, Rahul Roy

Proceedings of the 48th IEEE Annual Computers, Software, and Applications Conference, 2024

Semantic Segmentation in Aerial Imagery: A Novel Approach for Urban Planning and Development.

Pawan Chinnari, Soumen Sinha, Budonkayala Ishaa, Neha Bharill, Om Prakash Patel

Proceedings of the 48th IEEE Annual Computers, Software, and Applications Conference, 2024

2023

A Novel Robust Kernelized FCM Based Multi-Objective Simultaneous Learning Framework for Clustering and Classification.

Saketh Innani, Pawan Chinnari, Soumen Sinha, Mehek Khan, Neha Bharill, Om Prakash Patel

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2023

Multiplicative Gaussian Noise Removal using Partial Differential Equations and Activation Functions: A Robust and Stable Approach.

Soumen Sinha, Anish Nethi, Mahipal Jetta

Proceedings of the 7th International Conference on Algorithms, Computing and Systems, 2023

Sentiment Analysis of Russia-Ukraine Conflict: A Hybrid Approach Using VADER, GloVe-embedding and LSTM.

Soumen Sinha, Saketh Innani, Pawan Chinnari, Mehek Khan

Proceedings of the 2023 7th International Conference on Computer Science and Artificial Intelligence, 2023

HybridSeqNet: A Multimodal Approach Incorporating Convolutional and Long Short-Term Memory Networks for Comprehensive Structural Protein Classification.

Soumen Sinha, Pranav Sunil, Neha Bharill, Om Prakash Patel

Proceedings of the 8th IEEE/ACIS International Conference on Big Data, 2023