An Instance Segmentation and Clustering Model for Energy Audit Assessments in Built Environments: A Multi-Stage Approach

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

(2020) Debanjan Sadhukhan et al.   Journal of Building Engineering

Automated data-processing technique: 2D Map for identifying the distribution of the U-value in building elements by quantitative internal thermography

(2020) Blanca Tejedor et al.   AUTOMATION IN CONSTRUCTION

Clustering Large Datasets by Merging K-Means Solutions

(2019) Volodymyr Melnykov et al.   JOURNAL OF CLASSIFICATION

Automation and optimization of in-situ assessment of wall thermal transmittance using a Random Forest algorithm

(2019) David Bienvenido-Huertas et al.   BUILDING AND ENVIRONMENT

Walls comparative evaluation for the thermal performance improvement of low-rise residential buildings in warm Mediterranean climate

(2019) Paolo Maria Congedo et al.   Journal of Building Engineering

DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs

(2018) Liang-Chieh Chen et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Evaluation of energy-efficient design strategies: Comparison of the thermal performance of energy-efficient office buildings in composite climate, India

(2018) Farheen Bano et al.   SOLAR ENERGY

Infrared thermography technique as an in-situ method of assessing heat loss through thermal bridging

(2017) Małgorzata O’Grady et al.   ENERGY AND BUILDINGS

Thermal transmittance of historical stone masonries: A comparison among standard, calculated and measured data

(2017) Elena Lucchi   ENERGY AND BUILDINGS

Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

(2017) Shaoqing Ren et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

U-value assessment by infrared thermography: A comparison of different calculation methods in a Guarded Hot Box

(2016) Iole Nardi et al.   ENERGY AND BUILDINGS

A comprehensive experimental approach for the validation of quantitative infrared thermography in the evaluation of building thermal transmittance

(2015) Rossano Albatici et al.   APPLIED ENERGY

Deep learning

(2015) Yann LeCun et al.   NATURE

Infrared thermography (IRT) applications for building diagnostics: A review

(2014) Angeliki Kylili et al.   APPLIED ENERGY

Assessment of the thermal emissivity value of building materials using an infrared thermovision technique emissometer

(2013) Rossano Albatici et al.   ENERGY AND BUILDINGS

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

(2011) Paris A. Fokaides et al.   APPLIED ENERGY

Infrared thermovision technique for the assessment of thermal transmittance value of opaque building elements on site

(2010) Rossano Albatici et al.   ENERGY AND BUILDINGS