Avik Santra

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 44

Top Topics

Gesture Recognition

Incremental Learning

Top Venues

Publications

Muhammad Arsalan, Avik Santra, Vadim Issakov
Low Power Gesture Sensing System Based on Target Range Using Spiking Neural Networks for Portable Devices. RWS (2024)
Thomas Stadelmayer, Youcef Hassab, Lorenzo Servadei, Avik Santra, Robert Weigel, Fabian Lurz
Lightweight and Person-Independent Radar-Based Hand Gesture Recognition for Classification and Regression of Continuous Gestures. IEEE Internet Things J. 11 (9) (2024)
Niall Lyons, Avik Santra, Vikram Kumar Ramanna, Kiran Uln, Rakesh Taori, Ashutosh Pandey
WIFIACT: Enhancing Human Sensing Through Environment Robust Preprocessing And Bayesian Self-Supervised Learning. ICASSP (2024)
Thomas Stadelmayer, Lorenzo Servadei, Avik Santra, Robert Weigel, Fabian Lurz
Out-of-Distribution Detection for Radar-based Gesture Recognition Using Metric-Learning. RWS (2023)
Arnab Neelim Mazumder, Niall Lyons, Ashutosh Pandey, Avik Santra, Tinoosh Mohsenin
Harnessing the Power of Explanations for Incremental Training: A LIME-Based Approach. EUSIPCO (2023)
Julius Ott, Lorenzo Servadei, Jose A. Arjona-Medina, Enrico Rinaldi, Gianfranco Mauro, Daniela Sanchez Lopera, Michael Stephan, Thomas Stadelmayer, Avik Santra, Robert Wille
MEET: A Monte Carlo Exploration-Exploitation Trade-Off for Buffer Sampling. ICASSP (2023)
Muhammad Arsalan, Avik Santra, Vadim Issakov
Power-efficient gesture sensing for edge devices: mimicking fourier transforms with spiking neural networks. Appl. Intell. 53 (12) (2023)
Julius Ott, Lorenzo Servadei, Jose A. Arjona-Medina, Enrico Rinaldi, Gianfranco Mauro, Daniela Sanchez Lopera, Michael Stephan, Thomas Stadelmayer, Avik Santra, Robert Wille
MEET: A Monte Carlo Exploration-Exploitation Trade-off for Buffer Sampling. CoRR (2022)
Michael Stephan, Thomas Stadelmayer, Avik Santra, Georg Fischer, Robert Weigel, Fabian Lurz
Radar Image Reconstruction from Raw ADC Data using Parametric Variational Autoencoder with Domain Adaptation. CoRR (2022)
Arnab Neelim Mazumder, Niall Lyons, Anand Dubey, Ashutosh Pandey, Avik Santra
XAI-Increment: A Novel Approach Leveraging LIME Explanations for Improved Incremental Learning. CoRR (2022)
Muhammad Arsalan, Tao Zheng, Avik Santra, Vadim Issakov
Contactless Low Power Air-Writing Based on FMCW Radar Networks Using Spiking Neural Networks. ICMLA (2022)
Julius Ott, Lorenzo Servadei, Gianfranco Mauro, Thomas Stadelmayer, Avik Santra, Robert Wille
Uncertainty-based Meta-Reinforcement Learning for Robust Radar Tracking. ICMLA (2022)
Anand Dubey, Niall Lyons, Avik Santra, Ashutosh Pandey
XAI-BayesHAR: A novel Framework for Human Activity Recognition with Integrated Uncertainty and Shapely Values. CoRR (2022)
Julius Ott, Lorenzo Servadei, Gianfranco Mauro, Thomas Stadelmayer, Avik Santra, Robert Wille
Uncertainty-based Meta-Reinforcement Learning for Robust Radar Tracking. CoRR (2022)
Anand Dubey, Niall Lyons, Avik Santra, Ashutosh Pandey
XAI-BayesHAR: A novel Framework for Human Activity Recognition with Integrated Uncertainty and Shapely Values. ICMLA (2022)
Souvik Hazra, Hao Feng, Gamze Naz Kiprit, Michael Stephan, Lorenzo Servadei, Robert Wille, Robert Weigel, Avik Santra
Cross-modal Learning of Graph Representations using Radar Point Cloud for Long-Range Gesture Recognition. CoRR (2022)
Huawei Sun, Lorenzo Servadei, Hao Feng, Michael Stephan, Robert Wille, Avik Santra
Utilizing Explainable AI for improving the Performance of Neural Networks. CoRR (2022)
Huawei Sun, Lorenzo Servadei, Hao Feng, Michael Stephan, Avik Santra, Robert Wille
Utilizing Explainable AI for improving the Performance of Neural Networks. ICMLA (2022)
Lorenzo Servadei, Huawei Sun, Julius Ott, Michael Stephan, Souvik Hazra, Thomas Stadelmayer, Daniela Sanchez Lopera, Robert Wille, Avik Santra
Label-Aware Ranked Loss for Robust People Counting Using Automotive In-Cabin Radar. ICASSP (2022)
Aidan Smyth, Niall Lyons, Ted Wada, Robert Zopf, Ashutosh Pandey, Avik Santra
Robust Representations for Keyword Spotting Systems. ICPR (2022)
Souvik Hazra, Hao Feng, Gamze Naz Kiprit, Michael Stephan, Lorenzo Servadei, Robert Wille, Robert Weigel, Avik Santra
Cross-modal Learning of Graph Representations using Radar Point Cloud for Long-Range Gesture Recognition. SAM (2022)
Mateusz Chmurski, Mariusz Zubert, Kay Bierzynski, Avik Santra
Analysis of Edge-Optimized Deep Learning Classifiers for Radar-Based Gesture Recognition. IEEE Access 9 (2021)
Thomas Stadelmayer, Avik Santra, Markus Stadelmayer, Robert Weigel, Fabian Lurz
Improved Target Detection and Feature Extraction using a Complex-Valued Adaptive Sine Filter on Radar Time Domain Data. EUSIPCO (2021)
Mateusz Chmurski, Gianfranco Mauro, Avik Santra, Mariusz Zubert, Gökberk Dagasan
Highly-Optimized Radar-Based Gesture Recognition System with Depthwise Expansion Module. Sensors 21 (21) (2021)
Lorenzo Servadei, Huawei Sun, Julius Ott, Michael Stephan, Souvik Hazra, Thomas Stadelmayer, Daniela Sanchez Lopera, Robert Wille, Avik Santra
Label-Aware Ranked Loss for robust People Counting using Automotive in-cabin Radar. CoRR (2021)
Anand Dubey, Avik Santra, Jonas Fuchs, Maximilian Lübke, Robert Weigel, Fabian Lurz
Integrated Classification and Localization of Targets Using Bayesian Framework In Automotive Radars. ICASSP (2021)
Michael Stephan, Souvik Hazra, Avik Santra, Robert Weigel, Georg Fischer
People Counting Solution Using an FMCW Radar with Knowledge Distillation From Camera Data. IEEE SENSORS (2021)
Anand Dubey, Avik Santra, Jonas Fuchs, Maximilian Lübke, Robert Weigel, Fabian Lurz
Bayesradar : Bayesian Metric-Kalman Filter Learning for Improved and Reliable Radar Target Classification. MLSP (2021)
Anand Dubey, Avik Santra, Jonas Fuchs, Maximilian Lübke, Robert Weigel, Fabian Lurz
A Bayesian Framework for Integrated Deep Metric Learning and Tracking of Vulnerable Road Users Using Automotive Radars. IEEE Access 9 (2021)
Muhammad Arsalan, Avik Santra, Mateusz Chmurski, Moamen El-Masry, Gianfranco Mauro, Vadim Issakov
Radar-Based Gesture Recognition System using Spiking Neural Network. ETFA (2021)
Niall Lyons, Avik Santra, Ashutosh Pandey
Improved Deep Representation Learning for Human Activity Recognition using IMU Sensors. ICMLA (2021)
Manu Siddhartha, Avik Santra
COVIDLite: A depth-wise separable deep neural network with white balance and CLAHE for detection of COVID-19. CoRR (2020)
Jan Mietzner, Avik Santra
Space-Time Waveform Coding for Joint Radar and Wireless Communications (RadCom) Applications. WCNC (2020)
Thomas Stadelmayer, Markus Stadelmayer, Avik Santra, Robert Weigel, Fabian Lurz
Human Activity Classification Using mm-Wave FMCW Radar by Improved Representation Learning. mmNets@MobiCom (2020)
Avik Santra, Alexander Rudolf Ganis, Jan Mietzner, Volker Ziegler
Ambiguity function and imaging performance of coded FMCW waveforms with fast 4D receiver processing in MIMO radar. Digit. Signal Process. 97 (2020)
Muhammad Arsalan, Avik Santra, Kay Bierzynski, Vadim Issakov
Air-Writing with Sparse Network of Radars using Spatio-Temporal Learning. ICPR (2020)
Michael Stephan, Thomas Stadelmayer, Avik Santra, Georg Fischer0001, Robert Weigel, Fabian Lurz
Radar Image Reconstruction from Raw ADC Data using Parametric Variational Autoencoder with Domain Adaptation. ICPR (2020)
Muhammad Arsalan, Avik Santra, Vadim Issakov
Radar Trajectory-based Air-Writing Recognition using Temporal Convolutional Network. ICMLA (2020)
Souvik Hazra, Avik Santra
Radar Gesture Recognition System in Presence of Interference using Self-Attention Neural Network. ICMLA (2019)
Yogesh Shankar, Souvik Hazra, Avik Santra
Radar-Based Non-intrusive Fall Motion Recognition using Deformable Convolutional Neural Network. ICMLA (2019)
Souvik Hazra, Avik Santra
Short-Range Radar-Based Gesture Recognition System Using 3D CNN With Triplet Loss. IEEE Access 7 (2019)
Michael Stephan, Avik Santra
Radar-Based Human Target Detection using Deep Residual U-Net for Smart Home Applications. ICMLA (2019)
Avik Santra, K. V. S. Hari
A Novel Subspace Based Method for Compensation of Multiple CFOs in Uplink MIMO OFDM Systems. IEEE Commun. Lett. 21 (9) (2017)
Avik Santra, Raja Santhanakumar, Kaushal Jadia, Rajan Srinivasan
SINR performance of matched illumination signals with dynamic target models. ICASSP (2016)
Avik Santra, Rajan Srinivasan, Kaushal Jadia, Guillaume Alléon
Ambiguity functions, processing gains, and Cramer-Rao bounds for matched illumination radar signals. IEEE Trans. Aerosp. Electron. Syst. 51 (3) (2015)