Edge4Real: A Cost-Effective Edge Computing based Human Behaviour Recognition System for Human-Centric Software Engineering
Thu 24 Sep 2020 01:50 - 02:00 at Wombat - Human-computer interaction Chair(s): Zhiyuan Wan
Recognition of human behaviours including body motions and facial expressions plays a significant role in human-centric software engineering. However, due to the data and computation intensive nature of human behaviour recognition through video analytics, expensive powerful machines are often required, which could hinder the research and application in human-centric software engineering. To address such an issue, this paper proposes a cost-effective human behaviour recognition system named Edge4Real which can be easily deployed in an edge computing environment with commodity machines. Compared with existing centralised solutions, Edge4Real has three major advantages including cost-effectiveness, easy-to-use, and real-time. Specifically, Edge4Real adopts a distributed architecture where components such as motion capturing, human behaviour recognition, data decoding and extraction, and the application of the recognition result, can be deployed on separated end devices and edge nodes in an edge computing environment. Using a virtual reality application which can capture a user’s motion and translate into the motion of a 3D avatar in real time, we successfully validate the effectiveness of the system and demonstrate its promising value to the research and application of human-centric software engineering. The demo video can be found at https://youtu.be/tnEshD8j-kA.
Wed 23 SepDisplayed time zone: (UTC) Coordinated Universal Time change
02:20 - 03:20 | |||
02:20 5mTalk | JITBot: An Explainable Just-In-Time Defect Prediction Bot Tool Demonstrations Chaiyakarn Khanan Mahidol University, Worawit Luewichana Mahidol University, Krissakorn Pruktharathikoon Mahidol University, Jirayus Jiarpakdee Monash University, Australia, Kla Tantithamthavorn Monash University, Australia, Morakot Choetkiertikul Mahidol University, Thailand, Chaiyong Rakhitwetsagul Mahidol University, Thailand, Thanwadee Sunetnanta Mahidol University | ||
02:25 5mTalk | OSLDetector: Identifying Open-Source Libraries through Binary Analysis Tool Demonstrations Dan Zhang Tsinghua University | ||
02:30 5mTalk | AirMochi – A Tool for Remotely Controlling iOS Devices Tool Demonstrations Nikola Lukic University of Southern California, Saghar Talebipour University of Southern California, Nenad Medvidović University of Southern California, USA | ||
02:35 5mTalk | Edge4Real: A Cost-Effective Edge Computing based Human Behaviour Recognition System for Human-Centric Software Engineering Tool Demonstrations DI SHAO School of Information Technology, Deakin University, Xiao Liu School of Information Technology, Deakin University, Ben Cheng School of Information Technology, Deakin University, Yi Wang School of Information Technology, Deakin University, Thuong Hoang School of Information Technology, Deakin University | ||
02:40 5mTalk | HomoTR: Online Test Recommendation System Based on Homologous Code Matching Tool Demonstrations Chenqian Zhu Nanjing University, Weisong Sun State Key Laboratory for Novel Software Technology, Nanjing University, Qin LIU , Yangyang Yuan Nanjing University, Chunrong Fang Nanjing University, China, Yong Huang State Key Laboratory for Novel Software Technology, Nanjing University | ||
02:45 5mTalk | WASim: Understanding WebAssembly Applications through Classification Tool Demonstrations | ||
02:50 30mLive Q&A | Q&A or Discussion Tool Demonstrations | ||
Thu 24 SepDisplayed time zone: (UTC) Coordinated Universal Time change
01:10 - 02:10 | Human-computer interactionResearch Papers / Tool Demonstrations at Wombat Chair(s): Zhiyuan Wan Zhejiang University | ||
01:10 20mTalk | Identifying and Describing Information Seeking Tasks Research Papers Chris Satterfield University of British Columbia, Thomas Fritz University of Zurich, Gail Murphy University of British Columbia | ||
01:30 20mTalk | Predicting Code Context Models for Software Development Tasks Research Papers Zhiyuan Wan Zhejiang University, Gail Murphy University of British Columbia, Xin Xia Monash University Pre-print | ||
01:50 10mTalk | Edge4Real: A Cost-Effective Edge Computing based Human Behaviour Recognition System for Human-Centric Software Engineering Tool Demonstrations DI SHAO School of Information Technology, Deakin University, Xiao Liu School of Information Technology, Deakin University, Ben Cheng School of Information Technology, Deakin University, Yi Wang School of Information Technology, Deakin University, Thuong Hoang School of Information Technology, Deakin University | ||