Classification using a three-dimensional sensor in a structured industrial environment

Classifying airborne LiDAR point clouds via deep features learned by a multi-scale convolutional neural network

(2018) Ruibin Zhao et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

Segmentation-based classification for 3D point clouds in the road environment

(2018) Binbin Xiang et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Intelligent defect classification system based on deep learning

(2018) Ruifang Ye et al.   Advances in Mechanical Engineering

Classification of Aerial Photogrammetric 3D Point Clouds

(2018) C. Becker et al.   PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING

Automatic Metallic Surface Defect Detection and Recognition with Convolutional Neural Networks

(2018) Xian Tao et al.   Applied Sciences-Basel

Research on a Surface Defect Detection Algorithm Based on MobileNet-SSD

(2018) Yiting Li et al.   Applied Sciences-Basel

Automatic detection and classification of manufacturing defects in metal boxes using deep neural networks

(2018) Oumayma Essid et al.   PLoS One

3D Point Cloud Analysis for Detection and Characterization of Defects on Airplane Exterior Surface

(2017) Igor Jovančević et al.   JOURNAL OF NONDESTRUCTIVE EVALUATION

Machine learning-based imaging system for surface defect inspection

(2016) Je-Kang Park et al.   International Journal of Precision Engineering and Manufacturing-Green Technology

Automated exterior inspection of an aircraft with a pan-tilt-zoom camera mounted on a mobile robot

(2015) Igor Jovancevic et al.   JOURNAL OF ELECTRONIC IMAGING

Evolution of software in automated production systems: Challenges and research directions

(2015) Birgit Vogel-Heuser et al.   JOURNAL OF SYSTEMS AND SOFTWARE

A Machine Learning-Based Framework for Automatic Visual Inspection of Microdrill Bits in PCB Production

(2012) Guifang Duan et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND RE

Machine learning approach for automated visual inspection of machine components

(2010) S. Ravikumar et al.   EXPERT SYSTEMS WITH APPLICATIONS

Defect detection in periodically patterned surfaces using independent component analysis

(2008) Du-Ming Tsai et al.   PATTERN RECOGNITION