Soumya A.

According to our database, Soumya A. authored at least 8 papers between 2023 and 2026.

Collaborative distances:

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

2026

3DA-net: a dual-attention-based network integrating global and local context for enhanced 3D object detection.

Soumya A., Linga Reddy Cenkeramaddi, Krishna Mohan C

Appl. Intell., April, 2026

Point cloud-based multi-target 3D object detection using LiDAR sensor and deep learning.

Soumya A., Abhishek Kumar Dubey, C. Krishna Mohan, Linga Reddy Cenkeramaddi

J. Ambient Intell. Humaniz. Comput., March, 2026

2025

Multimodality in online education: a comparative study.

Praneeta Immadisetty, Pooja Rajesh, Akshita Gupta, Anala M. R, Soumya A., K. N. Subramanya

Multim. Tools Appl., August, 2025

2024

High Precision Single Shot Object Detection in Automotive Scenarios.

Soumya A., C. Krishna Mohan, Linga Reddy Cenkeramaddi

Proceedings of the 19th International Joint Conference on Computer Vision, 2024

PointBi-FPN: An Extention to Pointpillars for LiDAR 3D Object Detection in Autonomous Vehicles Using Bi-Directional Feature Pyramid Network.

Soumya A., Krishna Mohan C, Linga Reddy Cenkeramaddi, Sobhan Babu

Proceedings of the IEEE Region 10 Conference, 2024

2023

Recent Advances in mmWave-Radar-Based Sensing, Its Applications, and Machine Learning Techniques: A Review.

Soumya A., C. Krishna Mohan, Linga Reddy Cenkeramaddi

Sensors, November, 2023

Multi-class object classification using deep learning models in automotive object detection scenarios.

Soumya A., Linga Reddy Cenkeramaddi, Vishnu Chalavadi, C. Krishna Mohan

Proceedings of the Sixteenth International Conference on Machine Vision, 2023

Multi-Target Classification Using Deep Learning Models for Automotive Applications.

Soumya A., Linga Reddy Cenkeramaddi, Chalavadi Vishnu, Yash Vinod Lanjewar, Krishna Mohan C

Proceedings of the 11th International Conference on Control, Mechatronics and Automation, 2023