Concepedia

Estimating surface temperature from thermal imagery of buildings for accurate thermal transmittance (U-value): A machine learning perspective

Debanjan Sadhukhan, Sai Peri, Niroop Sugunaraj, Avhishek Biswas, Daisy Flora Selvaraj, Katelyn Koiner, Andrew Rosener, Matt Dunlevy, Neena Goveas, David T. Flynn,

Journal of Building Engineering · 2020 · 48 citations · 110 references

Open access

Concepts

EngineeringMachine LearningThermal SensingSocial SciencesThermal ImageryBuilt EnvironmentImage AnalysisData SciencePattern RecognitionBuilding AutomationThermal Infrared Remote SensingSurface TemperatureThermal ImagingIndoor ClimateThermal ComfortBuilding ScienceRemote SensingMachine Learning PerspectiveThermal Engineering

References

110

Infrared detectors: status and trends

Antoni Rogalski · Progress in Quantum Electronics · 2003 · 1.2K citations

Engineering, Infrared Sensor, Infrared Technology +7

Fruit detection for strawberry harvesting robot in non-structural environment based on Mask-RCNN

Yu Yang, Kailiang Zhang, Yang Li et al. · Computers and Electronics in Agriculture · 2019 · 613 citations

Engineering, Agricultural Robot, Field Robotics +4

Review of Unmanned Aerial System (UAS) applications in the built environment: Towards automated building inspection procedures using drones

Tarek Rakha, Alice Gorodetsky · Automation in Construction · 2018 · 423 citations

Built Environment, Unmanned Aerial System, Aerial Robotics +10

Application of infrared thermography for the determination of the overall heat transfer coefficient (U-Value) in building envelopes

Paris A. Fokaides, Soteris A. Kalogirou · Applied Energy · 2011 · 302 citations

Building Envelopes, Engineering, Thermography +7

Applications of infrared thermography for the investigation of historic structures

Nicolas P. Avdelidis · Journal of Cultural Heritage · 2004 · 301 citations · Full text

Engineering, Thermography, Infrared Sensor +11