Edge4Real: A Cost-Effective Edge Computing based Human Behaviour Recognition System for Human-Centric Software Engineering
Wed 23 Sep 2020 02:35 - 02:40 at Wombat - Tool Demo Showcase (1) Chair(s): Yanyan Jiang
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 Sep Times are displayed in time zone: (UTC) Coordinated Universal Time
02:20 - 03:20: Tool Demo Showcase (1)Tool Demonstrations at Wombat Chair(s): Yanyan JiangNanjing University | |||
02:20 - 02:25 Talk | JITBot: An Explainable Just-In-Time Defect Prediction Bot Tool Demonstrations Chaiyakarn KhananMahidol University, Worawit LuewichanaMahidol University, Krissakorn PruktharathikoonMahidol University, Jirayus JiarpakdeeMonash University, Australia, Chakkrit (Kla) TantithamthavornMonash University, Australia, Morakot ChoetkiertikulMahidol University, Thailand, Chaiyong RakhitwetsagulMahidol University, Thailand, Thanwadee SunetnantaMahidol University | ||
02:25 - 02:30 Talk | OSLDetector: Identifying Open-Source Libraries through Binary Analysis Tool Demonstrations Dan ZhangTsinghua University | ||
02:30 - 02:35 Talk | AirMochi – A Tool for Remotely Controlling iOS Devices Tool Demonstrations Nikola LukicUniversity of Southern California, Saghar TalebipourUniversity of Southern California, Nenad MedvidovićUniversity of Southern California, USA | ||
02:35 - 02:40 Talk | Edge4Real: A Cost-Effective Edge Computing based Human Behaviour Recognition System for Human-Centric Software Engineering Tool Demonstrations DI SHAOSchool of Information Technology, Deakin University, Xiao LiuSchool of Information Technology, Deakin University, Ben ChengSchool of Information Technology, Deakin University, Owen WangSchool of Information Technology, Deakin University, Thuong HoangSchool of Information Technology, Deakin University | ||
02:40 - 02:45 Talk | HomoTR: Online Test Recommendation System Based on Homologous Code Matching Tool Demonstrations Chenqian ZhuNanjing University, Weisong SunState Key Laboratory for Novel Software Technology, Nanjing University, Qin LIU, Yangyang YuanNanjing University, Chunrong FangNanjing University, China, Yong HuangState Key Laboratory for Novel Software Technology, Nanjing University | ||
02:45 - 02:50 Talk | WASim: Understanding WebAssembly Applications through Classification Tool Demonstrations | ||
02:50 - 03:20 Live Q&A | Q&A or Discussion Tool Demonstrations |
Thu 24 Sep Times are displayed in time zone: (UTC) Coordinated Universal Time
01:10 - 02:10: Human-computer interactionResearch Papers / Tool Demonstrations at Wombat Chair(s): Zhiyuan WanZhejiang University | |||
01:10 - 01:30 Talk | Identifying and Describing Information Seeking Tasks Research Papers Chris SatterfieldUniversity of British Columbia, Thomas FritzUniversity of Zurich, Gail MurphyUniversity of British Columbia | ||
01:30 - 01:50 Talk | Predicting Code Context Models for Software Development Tasks Research Papers Pre-print | ||
01:50 - 02:00 Talk | Edge4Real: A Cost-Effective Edge Computing based Human Behaviour Recognition System for Human-Centric Software Engineering Tool Demonstrations DI SHAOSchool of Information Technology, Deakin University, Xiao LiuSchool of Information Technology, Deakin University, Ben ChengSchool of Information Technology, Deakin University, Owen WangSchool of Information Technology, Deakin University, Thuong HoangSchool of Information Technology, Deakin University |