Infrared machine vision and infrared thermography with deep learning: A review

Deep Learning Image-Based Defect Detection in High Voltage Electrical Equipment

(2020) Irfan Ullah et al.   Energies

Automatic detection of risk zones in diabetic foot soles by processing thermographic images taken in an uncontrolled environment

(2020) H. Maldonado et al.   INFRARED PHYSICS & TECHNOLOGY

Efficient Object Detection and Classification of Heat Emitting Objects from Infrared Images Based on Deep Learning

(2020) Abeer D. Algarni   MULTIMEDIA TOOLS AND APPLICATIONS

Two-stream convolutional neural network for non-destructive subsurface defect detection via similarity comparison of lock-in thermography signals

(2020) Yanpeng Cao et al.   NDT & E INTERNATIONAL

Automatic detection of photovoltaic module defects in infrared images with isolated and develop-model transfer deep learning

(2020) M. Waqar Akram et al.   SOLAR ENERGY

Infrared and Visible Image Fusion with a Generative Adversarial Network and a Residual Network

(2020) Dongdong Xu et al.   Applied Sciences-Basel

Deep thermal imaging to compute the adulteration state of extra virgin olive oil

(2020) Manuel Izquierdo et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Deep Learning Classification for Diabetic Foot Thermograms

(2020) Israel Cruz-Vega et al.   SENSORS

The Effect of a Diverse Dataset for Transfer Learning in Thermal Person Detection

(2020) Noor Ul Huda et al.   SENSORS

Deep learning-based reconstruction of the structure of heterogeneous composites from their temperature fields

(2020) Haiyi Wu et al.   AIP Advances

Deep learning–based autonomous concrete crack evaluation through hybrid image scanning

(2019) Keunyoung Jang et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Deep feature learning versus shallow feature learning systems for joint use of airborne thermal hyperspectral and visible remote sensing data

(2019) Behnaz Bigdeli et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Synthesis of High-Quality Visible Faces from Polarimetric Thermal Faces using Generative Adversarial Networks

(2019) He Zhang et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Enhanced pre-processing of thermal data in long pulse thermography using the Levenberg-Marquardt algorithm

(2019) Dong Wang et al.   INFRARED PHYSICS & TECHNOLOGY

Deep motion templates and extreme learning machine for sign language recognition

(2019) Javed Imran et al.   VISUAL COMPUTER

IR Thermography from UAVs to Monitor Thermal Anomalies in the Envelopes of Traditional Wine Cellars: Field Test

(2019) Juan Ortiz-Sanz et al.   Remote Sensing

Rotating machinery fault diagnosis based on convolutional neural network and infrared thermal imaging

(2019) Yongbo LI et al.   Chinese Journal of Aeronautics

Subsurface damage detection of a steel bridge using deep learning and uncooled micro-bolometer

(2019) Rahmat Ali et al.   CONSTRUCTION AND BUILDING MATERIALS

LSTM-RNN-based defect classification in honeycomb structures using infrared thermography

(2019) Caiqi Hu et al.   INFRARED PHYSICS & TECHNOLOGY

Automatic defects detection in CFRP thermograms, using convolutional neural networks and transfer learning

(2019) Numan Saeed et al.   INFRARED PHYSICS & TECHNOLOGY

Comparative analysis of eddy current pulsed thermography and long pulse thermography for damage detection in metals and composites

(2019) Zijun Wang et al.   NDT & E INTERNATIONAL

Convolutional decoding of thermographic images to locate and quantify honey adulterations

(2019) Manuel Izquierdo et al.   TALANTA

Development of Occupant Pose Classification Model Using Deep Neural Network for Personalized Thermal Conditioning

(2019) Eun Ji Choi et al.   Energies

Super-resolved thermal imagery for high-accuracy facial areas detection and analysis

(2019) Alicja Kwasniewska et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Joint Scanning Laser Thermography Defect Detection Method for Carbon Fiber Reinforced Polymer

(2019) Zhiyi He et al.   IEEE SENSORS JOURNAL

Improving Night-Time Pedestrian Retrieval With Distribution Alignment and Contextual Distance

(2019) Mang Ye et al.   IEEE Transactions on Industrial Informatics

RGB-T Image Saliency Detection via Collaborative Graph Learning

(2019) Zhengzheng Tu et al.   IEEE TRANSACTIONS ON MULTIMEDIA

Temporal and spatial deep learning network for infrared thermal defect detection

(2019) Qin Luo et al.   NDT & E INTERNATIONAL

Detection and classification of bruises of pears based on thermal images

(2019) Xiangyu Zeng et al.   POSTHARVEST BIOLOGY AND TECHNOLOGY

Photovoltaic defect classification through thermal infrared imaging using a machine learning approach

(2019) Christopher Dunderdale et al.   PROGRESS IN PHOTOVOLTAICS

Modeling and classification of defects in CFRP laminates by thermal non-destructive testing

(2018) R. Marani et al.   COMPOSITES PART B-ENGINEERING

Improving visibility of rear surface cracks during inductive thermography of metal plates using Autoencoder

(2018) Jing Xie et al.   INFRARED PHYSICS & TECHNOLOGY

Image processing based quantitative damage evaluation in composites with long pulse thermography

(2018) Zijun Wang et al.   NDT & E INTERNATIONAL

Nonlinear air-coupled thermosonics for fatigue micro-damage detection and localisation

(2018) Artur Dyrwal et al.   NDT & E INTERNATIONAL

Imaging of barely visible impact damage on a composite panel using nonlinear wave modulation thermography

(2018) Dimitrios Dionysopoulos et al.   NDT & E INTERNATIONAL

Deep visual domain adaptation: A survey

(2018) Mei Wang et al.   NEUROCOMPUTING

Deep Learning for Computer Vision: A Brief Review

(2018) Athanasios Voulodimos et al.   Computational Intelligence and Neuroscience

Threat of Adversarial Attacks on Deep Learning in Computer Vision: A Survey

(2018) Naveed Akhtar et al.   IEEE Access

Pattern Deep Region Learning for Crack Detection in Thermography Diagnosis System

(2018) Jue Hu et al.   Metals

A Deep Learning Approach for Oriented Electrical Equipment Detection in Thermal Images

(2018) Xiaojin Gong et al.   IEEE Access

A Thermal Infrared Face Database With Facial Landmarks and Emotion Labels

(2018) Marcin Kopaczka et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

Volume or inside heating thermography using electromagnetic excitation for advanced composite materials

(2017) Yunze He et al.   INTERNATIONAL JOURNAL OF THERMAL SCIENCES

Deep Learning for Consumer Devices and Services: Pushing the limits for machine learning, artificial intelligence, and computer vision.

(2017) Joe Lemley et al.   IEEE Consumer Electronics Magazine

Optically and non-optically excited thermography for composites: A review

(2016) Ruizhen Yang et al.   INFRARED PHYSICS & TECHNOLOGY

Infrared thermography and NDT: 2050 horizon

(2016) Fariba Khodayar et al.   Quantitative InfraRed Thermography Journal

Infrared thermography and NDT: 2050 horizon

(2016) Fariba Khodayar et al.   Quantitative InfraRed Thermography Journal

A performance comparison between cooled and uncooled infrared detectors for thermoelastic stress analysis

(2014) Nik Rajic et al.   Quantitative InfraRed Thermography Journal

Learning to Detect a Salient Object

(2010) Tie Liu et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Motion deblurring of infrared images from a microbolometer camera

(2010) Beata Oswald-Tranta et al.   INFRARED PHYSICS & TECHNOLOGY

Detection of potato tubers using an ultraviolet imaging-based machine vision system

(2009) A. Al-Mallahi et al.   BIOSYSTEMS ENGINEERING

A Survey on Transfer Learning

(2009) Sinno Jialin Pan et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING