Accurate, Low-latency, Efficient SAR Automatic Target Recognition on
FPGA

Accurate, Low-latency, Efficient SAR Automatic Target Recognition on FPGA

International Conference on Field-Programmable Logic and Applications (FPL), 2022

4 January 2023

Rajgopal Kannan

Viktor Prasanna

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Papers citing "Accurate, Low-latency, Efficient SAR Automatic Target Recognition on FPGA"

9 / 9 papers shown

Title
FPGA-Enabled Machine Learning Applications in Earth Observation: A Systematic Review Cédric Léonard Dirk Stober Martin Schulz 232 1 0 04 Jun 2025
FPGA-Based Neural Network Accelerators for Space Applications: A Survey Pedro Antunes Artur Podobas 213 0 0 22 Apr 2025
VTR: An Optimized Vision Transformer for SAR ATR Acceleration on FPGA S. Wickramasinghe Dhruv Parikh Bingyi Zhang Rajgopal Kannan Viktor Prasanna Carl E. Busart 161 4 0 06 Apr 2024
Uncertainty-Aware SAR ATR: Defending Against Adversarial Attacks via Bayesian Neural Networks Tian Ye Rajgopal Kannan Viktor Prasanna Carl E. Busart AAML 131 2 0 27 Mar 2024
A Single Graph Convolution Is All You Need: Efficient Grayscale Image Classification Jacob Fein-Ashley S. Wickramasinghe Bingyi Zhang Rajgopal Kannan Viktor Prasanna 186 5 0 01 Feb 2024
Benchmarking Deep Learning Classifiers for SAR Automatic Target RecognitionIEEE Conference on High Performance Extreme Computing (HPEC), 2023 Jacob Fein-Ashley Tian Ye Rajgopal Kannan Viktor Prasanna Carl E. Busart 112 5 0 12 Dec 2023
Realistic Scatterer Based Adversarial Attacks on SAR Image Classifiers Tian Ye Rajgopal Kannan Viktor Prasanna Carl E. Busart Lance M. Kaplan 151 8 0 05 Dec 2023
Exploiting On-chip Heterogeneity of Versal Architecture for GNN Inference AccelerationInternational Conference on Field-Programmable Logic and Applications (FPL), 2023 Paul Chen Pavan Manjunath Sasindu Wijeratne Bingyi Zhang Viktor Prasanna GNN 196 10 0 04 Aug 2023
Graph Neural Network for Accurate and Low-complexity SAR ATR Bingyi Zhang Sasindu Wijeratne Rajgopal Kannan Viktor Prasanna Carl E. Busart GNN 134 7 0 11 May 2023