A 184-μW Error-Tolerant Real-Time Hand Gesture Recognition System With Hybrid Tiny Classifiers Utilizing Edge CNN
Author:
Affiliation:
1. School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore
2. Nations Innovation Technologies, Singapore
Funder
RIE2020 ASTAR AME IAF-ICP
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Subject
Electrical and Electronic Engineering
Link
http://xplorestaging.ieee.org/ielx7/4/10027566/09792309.pdf?arnumber=9792309
Reference24 articles.
1. A low-power real-time hidden Markov model accelerator for gesture user interface on wearable devices;choi;Proc IEEE Asian Solid-State Circuits Conf (ASSCC),2021
2. On-device real-time hand gesture recognition;sung;arXiv 2111 00038,2021
3. A 1000 fps Vision Chip Based on a Dynamically Reconfigurable Hybrid Architecture Comprising a PE Array Processor and Self-Organizing Map Neural Network
4. A 19.4-nJ/Decision, 364-K Decisions/s, In-Memory Random Forest Multi-Class Inference Accelerator
5. A 213.7-µW Gesture Sensing System-On-Chip With Self-Adaptive Motion Detection and Noise-Tolerant Outermost-Edge-Based Feature Extraction in 65 nm
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