Soumya Abbu

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

Collaborative distances:

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

2026

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

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

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

Ego-centric congestion understanding from multi-camera traffic scenes: A benchmark dataset and graph reasoning approach for autonomous vehicles.

Soumya Abbu, Kummari Naveen Kumar, Ch. Sobhan Babu, Linga Reddy Cenkeramaddi, Krishna Mohan Chalavadi

Appl. Soft Comput., 2026

2024

High Precision Single Shot Object Detection in Automotive Scenarios.

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

Sensors, November, 2023

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

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

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