About Us

Industrial Intelligence and Data Analysis lab (IIDA lab), led by Professor Fugee Tsung, is dedicated to the research of industrial 4.0, industrial big data, industrial intelligence, as well as promoting the implementation of cutting-edge big data analysis technologies in the industrial area, thereby creating a solid scientific basis for the design, analysis, and control of complex manufacturing and service systems.

Initial research projects


  • Vision inspection on surfaces of free objects, including reflective surface, few defect samples, long-tailed classification learning with forgetting
    P1-1 Defect inspection on surfaces of reflective freeform objects
    P1-2 Small Defect Inspection
  • Process mining for root cause analysis
    P2-1 Process mining for bottleneck identification root cause analysis 
  • Deep end-to-end training by reinforcement learning from perception to robot hand control through learning human skill
    P4-1 Robot task learning platform through virtual human demonstration
  • AGV path planning
    P7-1   Large scale AGV path planning system
  • Next best view searching for object anomaly detection.
    P8-1    Optimizing next best view algorithm based on priori object anomaly analysis.

News and Media


Lab/Center Members


Fugee Tsung(宗福季)

Chair Professor-Data Science and Analytics Thrust, Information Hub

season@ust.hk

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Lei Chen(陈雷)

Chair Professor-Data Science and Analytics Thrust, Information Hub

leichen@ust.hk

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Xiaofang Zhou(褚晓文)

Dept of Computer Science & Engineering, School of Engineering, HKUST

xwchu@ust.hk

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