Pointwise geometric and semantic learning network on 3D point clouds

Autonomous UAVs for Structural Health Monitoring Using Deep Learning and an Ultrasonic Beacon System with Geo-Tagging

(2018) Dongho Kang et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Deep Transfer Learning for Image-Based Structural Damage Recognition

(2018) Yuqing Gao et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

End-to-End Deep Learning Methodology for Real-Time Traffic Network Management

(2018) Hossein Hashemi et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Deep Learning for Accelerated Seismic Reliability Analysis of Transportation Networks

(2018) Mohammad Amin Nabian et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

A Fast Detection Method via Region-Based Fully Convolutional Neural Networks for Shield Tunnel Lining Defects

(2018) Yadong Xue et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

A novel unsupervised deep learning model for global and local health condition assessment of structures

(2018) Mohammad Hossein Rafiei et al.   ENGINEERING STRUCTURES

Simultaneously Discovering and Localizing Common Objects in Wild Images

(2018) Zhenzhen Wang et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Automatic Pixel-Level Crack Detection and Measurement Using Fully Convolutional Network

(2018) Xincong Yang et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

An efficient approach to directly compute the exact Hausdorff distance for 3D point sets

(2017) Dejun Zhang et al.   INTEGRATED COMPUTER-AIDED ENGINEERING

LSTM: A Search Space Odyssey

(2017) Klaus Greff et al.   IEEE Transactions on Neural Networks and Learning Systems

A scalable active framework for region annotation in 3D shape collections

(2016) Li Yi et al.   ACM TRANSACTIONS ON GRAPHICS

Quantitative optimization of interoperability during feature-based data exchange

(2015) D.J. Zhang et al.   INTEGRATED COMPUTER-AIDED ENGINEERING

ImageNet Large Scale Visual Recognition Challenge

(2015) Olga Russakovsky et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Learning High-Level Feature by Deep Belief Networks for 3-D Model Retrieval and Recognition

(2014) Shuhui Bu et al.   IEEE TRANSACTIONS ON MULTIMEDIA

A deep learning approach to the classification of 3D CAD models

(2014) Fei-wei Qin et al.   Journal of Zhejiang University-SCIENCE C-Computers & Electronics

Interactive shape co-segmentation via label propagation

(2013) Zizhao Wu et al.   COMPUTERS & GRAPHICS-UK

Fast construction of k-nearest neighbor graphs for point clouds

(2010) Michael Connor et al.   IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS

A Concise and Provably Informative Multi-Scale Signature Based on Heat Diffusion

(2009) Jian Sun et al.   COMPUTER GRAPHICS FORUM

A probabilistic neural network for earthquake magnitude prediction

(2009) Hojjat Adeli et al.   NEURAL NETWORKS