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International Institute of Information Technology Bangalore

Publications

Journals

V. Kulkarni, V. V. Reddy, and N. Maheshwari, “KAN-powered large-target detection for automotive radar,” IEEE Transactions on Radar Systems, vol. 3, pp. 963–968, 2025, Preprint:arXiv:2502.19000. doi: 10.1109/TRS.2025.3584994. [Online]. Available: https://ieeexplore.ieee.org/document/11063409.

Dixit, Avinash, Vinay Kulkarni, and V. V. Reddy. "Cross Frequency Adaptation for Radar-Based Human Activity Recognition using Few-Shot Learning." IEEE Geoscience and Remote Sensing Letters (2023).

Conferences

N. Maheshwari, V. Kulkarni, and V. V. Reddy, “Range-doppler segment-based detection pipeline for extended target characterization in mmwave automotive radar,” in IEEE  Radar Conference, IEEE, 2026.
 
D. R. Raghavendra, V. V. Reddy, and A. Mishra, “Adaptive beam broadening for doa estimation in dynamic and resource-constrained dfrc systems,” in IEEE Radar Conference, IEEE, 2026.
 
Dixit, Avinash, Vinay Kulkarni, and V. V. Reddy. "Analysis of Segmented Spectrograms for Human Activity Recognition via Neural Network." International Conference on Pattern Recognition and Machine Intelligence. Cham: Springer Nature Switzerland, 2023.
 
Kulkarni, Vinay, V.V. Reddy, and Dixit, Avinash, "Detection of close-proximity automotive targets using LSTM." 2023 IEEE Radar Conference (RadarConf23). IEEE, 2023.
 
Dixit, Avinash, Kulkarni, Vinay, and VV Reddy, "Analysis of Segmented Spectrograms for Human activity recognition via Neural Network", 10th International Conference on Pattern Recognition and Machine Intelligence (PReMI2023), 2023.

Peter Soorya, Reddy VV, "Extraction and Analysis of Micro-Doppler Signature in FMCW Radar", IEEE Radar Conference 2021.

Reddy VV, Peter Soorya, "UAV micro-Doppler signature analysis using FMCW radar", IEEE Radar Conference 2021.

Lahoti Ritu, Agarwal Lakshay, Neelam S., Reddy VV, "A comparative study between multi-view 2D CNN and multi-view 3D anisotropic CNN for brain tumor segmentation", ISMRM 2021.

Lahoti Ritu, Sunil KV, Punith BV, Neelam S., Reddy VV, "Whole tumor segmentation from brain MR images using Multiview 2D convolutional neural network", 43rd IEEE Engineering in Medicine & Biology Society (EMBC), 2021.

Vinay Kulkarni, Reddy VV, Avinash Dixit, "Detection of close-proximity automotive targets using LSTM", submitted to IEEE Radar Conference 2023.

Avinash Dixit, Vinay Kulkarni, Reddy VV, "Neural network-based human activity classification from radar spectrogram", submitted to IEEE Radar Conference 2023