12th International Conference on Computer and Knowledge Engineering , 2022-11-17

Title : ( A Simple Low Cost Approach to Detect Hand Gesture Based on Software Event Camera )

Authors: Ali Sabet Akbarzadeh , Abedin Vahedian Mazloum ,

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Abstract

Event cameras, such as the Dynamic Vision Sensor (DVS) offer significant advantages over standard cameras. They are, though, still expensive and not widely accessible. In this paper, a simple and low-cost emulation of an event camera is presented with multiple algorithms developed on this emulation for solid object detection and hand gesture extraction, especially for system-on-chip (SOC) boards such as raspberry pi. The proposed approach uses classic and filter algorithms with minimum overheads and a simple NN and CNN utilized to extract gestures. Results are based on the methods to improve previous emulators and designing algorithms for software emulators.

Keywords

, DVS Camera, DVS emulator, DVS simulator, Hand gesture detection, object detection, NN, CNN, SOC
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@inproceedings{paperid:1092311,
author = {Sabet Akbarzadeh, Ali and Vahedian Mazloum, Abedin},
title = {A Simple Low Cost Approach to Detect Hand Gesture Based on Software Event Camera},
booktitle = {12th International Conference on Computer and Knowledge Engineering},
year = {2022},
location = {مشهد, IRAN},
keywords = {DVS Camera; DVS emulator; DVS simulator; Hand gesture detection; object detection; NN; CNN; SOC},
}

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%0 Conference Proceedings
%T A Simple Low Cost Approach to Detect Hand Gesture Based on Software Event Camera
%A Sabet Akbarzadeh, Ali
%A Vahedian Mazloum, Abedin
%J 12th International Conference on Computer and Knowledge Engineering
%D 2022

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