Human Target Detection, Tracking, and Classification Using 24-GHz FMCW Radar von Will, Christoph, Vaishnav, Prachi, Chakraborty, Abhiram, Santra, Avik

Volltext

Short-Range Radar-Based Gesture Recognition System Using 3D CNN With Triplet Loss von Hazra, Souvik, Santra, Avik

Volltext

Highly-Optimized Radar-Based Gesture Recognition System with Depthwise Expansion Module von Chmurski, Mateusz, Mauro, Gianfranco, Santra, Avik, Zubert, Mariusz, Dagasan, Gökberk

Volltext

Study on feature processing schemes for deep‐learning‐based human activity classification using frequency‐modulated continuous‐wave radar von Hernangómez, Rodrigo, Santra, Avik, Stańczak, Sławomir

Volltext

Analysis of Edge-Optimized Deep Learning Classifiers for Radar-Based Gesture Recognition von Chmurski, Mateusz, Zubert, Mariusz, Bierzynski, Kay, Santra, Avik

Volltext

Methods and Techniques in Deep Learning: Advancements in mmWave Radar Solutions von Avik Santra, Souvik Hazra, Lorenzo Servadei, Thomas Stadelmayer, Michael Stephan, Anand Dubey

Volltext

Short-Range Millimetric-Wave Radar System for Occupancy Sensing Application von Santra, Avik, Ulaganathan, Raghavendran Vagarappan, Finke, Thomas

Volltext

A Bayesian Framework for Integrated Deep Metric Learning and Tracking of Vulnerable Road Users Using Automotive Radars von Dubey, Anand, Santra, Avik, Fuchs, Jonas, Lubke, Maximilian, Weigel, Robert, Lurz, Fabian

Volltext

HARadNet: Anchor-free target detection for radar point clouds using hierarchical attention and multi-task learning von Dubey, Anand, Santra, Avik, Fuchs, Jonas, Lübke, Maximilian, Weigel, Robert, Lurz, Fabian

Volltext

Robust Gesture Recognition Using Millimetric-Wave Radar System von Hazra, Souvik, Santra, Avik

Volltext

Scene-adaptive radar tracking with deep reinforcement learning von Stephan, Michael, Servadei, Lorenzo, Arjona-Medina, José, Santra, Avik, Wille, Robert, Fischer, Georg

Volltext

Continuous Human Activity Classification With Unscented Kalman Filter Tracking Using FMCW Radar von Vaishnav, Prachi, Santra, Avik

Volltext

Character Recognition in Air-Writing Based on Network of Radars for Human-Machine Interface von Arsalan, Muhammad, Santra, Avik

Volltext

RadarSNN: A Resource Efficient Gesture Sensing System Based on mm-Wave Radar von Arsalan, Muhammad, Santra, Avik, Issakov, Vadim

Volltext

Radar-Based Gesture Recognition Using a Variational Autoencoder With Deep Statistical Metric Learning von Stadelmayer, Thomas, Santra, Avik, Weigel, Robert, Lurz, Fabian

Volltext

Power-efficient gesture sensing for edge devices: mimicking fourier transforms with spiking neural networks von Arsalan, Muhammad, Santra, Avik, Issakov, Vadim

Volltext

Data-Driven Radar Processing Using a Parametric Convolutional Neural Network for Human Activity Classification von Stadelmayer, Thomas, Santra, Avik, Weigel, Robert, Lurz, Fabian

Volltext

Advances in Radar Systems for Target Detection and Tracking

Volltext

Improved Contactless Heartbeat Estimation in FMCW Radar via Kalman Filter Tracking von Arsalan, Muhammad, Santra, Avik, Will, Christoph

Volltext

A Study on Feature Processing Schemes for Deep-Learning-Based Human Activity Classification Using Frequency-Modulated Continuous-Wave Radar von Hernangomez, Rodrigo, Santra, Avik, Stanczak, Slawomir

Volltext