18 citations · 33 across the 15 of their papers we have counts for
6 papers
AI-Powered Non-Contact In-Home Gait Monitoring and Activity Recognition System Based on mm-Wave FMCW Radar and Cloud Computing
Hajar Abedi, Ahmad Ansariyan, Plinio P Morita +3
In this paper, leveraging AI, cloud computing and radar technology, we create intelligent sensing that enables smarter applications to improve people's daily lives.
MetaGraspNet: A Large-Scale Benchmark Dataset for Scene-Aware Ambidextrous Bin Picking via Physics-based Metaverse Synthesis
Maximilian Gilles, Yuhao Chen, Tim Robin Winter +2
Autonomous bin picking poses significant challenges to vision-driven robotic systems given the complexity of the problem, ranging from various sensor modalities, to highly entangle…
M2A: Motion Aware Attention for Accurate Video Action Recognition
Brennan Gebotys, Alexander Wong, David A. Clausi
Advancements in attention mechanisms have led to significant performance improvements in a variety of areas in machine learning due to its ability to enable the dynamic modeling of…
Evolutionary Synthesis of Deep Neural Networks via Synaptic Cluster-driven Genetic Encoding
Mohammad Javad Shafiee, Alexander Wong
There has been significant recent interest towards achieving highly efficient deep neural network architectures. A promising paradigm for achieving this is the concept of evolution…
Spatial probabilistic pulsatility model for enhancing photoplethysmographic imaging systems
Robert Amelard, David A Clausi, Alexander Wong
Photolethysmographic imaging (PPGI) is a widefield non-contact biophotonic technology able to remotely monitor cardiovascular function over anatomical areas. Though spatial context…
A Bayesian Residual Transform for Signal Processing
Alexander Wong, Xiao Yu Wang
Multi-scale decomposition has been an invaluable tool for the processing of physiological signals. Much focus in multi-scale decomposition for processing such signals have been bas…