Human Gait Recognition Based on Frame-by-Frame Gait Energy Images and Convolutional Long Short Term Memory

Automatic pixel-level multiple damage detection of concrete structure using fully convolutional network

(2019) Shengyuan Li et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Encoder-decoder network for pixel-level road crack detection in black-box images

(2019) Seongdeok Bang et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Pruning deep convolutional neural networks for efficient edge computing in condition assessment of infrastructures

(2019) Rih‐Teng Wu et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Convolutional sparse coding‐based deep random vector functional link network for distress classification of road structures

(2019) Keisuke Maeda 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

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

(2018) Mohammad Hossein Rafiei et al.   ENGINEERING STRUCTURES

Regional parallel structure based CNN for thermal infrared face identification

(2018) Peng Wang et al.   INTEGRATED COMPUTER-AIDED ENGINEERING

Bayesian learning of models for estimating uncertainty in alert systems: Application to air traffic conflict avoidance

(2018) Vitaly Schetinin et al.   INTEGRATED COMPUTER-AIDED ENGINEERING

Vehicle type detection by ensembles of convolutional neural networks operating on super resolved images

(2018) Miguel A. Molina-Cabello et al.   INTEGRATED COMPUTER-AIDED ENGINEERING

Preconditioned Stochastic Gradient Descent

(2018) Xi-Lin Li   IEEE Transactions on Neural Networks and Learning Systems

Multitask Sparse Bayesian Learning with Applications in Structural Health Monitoring

(2018) Yong Huang et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

A scalable approach based on deep learning for big data time series forecasting

(2018) J.F. Torres et al.   INTEGRATED COMPUTER-AIDED ENGINEERING

Novel Machine-Learning Model for Estimating Construction Costs Considering Economic Variables and Indexes

(2018) Mohammad Hossein Rafiei et al.   JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT

Capturing and Understanding Workers’ Activities in Far-Field Surveillance Videos with Deep Action Recognition and Bayesian Nonparametric Learning

(2018) Xiaochun Luo et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Image-based post-disaster inspection of reinforced concrete bridge systems using deep learning with Bayesian optimization

(2018) Xiao Liang   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Robust Arbitrary-View Gait Recognition Based on 3D Partial Similarity Matching

(2017) Jin Tang et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

A Comprehensive Study on Cross-View Gait Based Human Identification with Deep CNNs

(2017) Zifeng Wu et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Gait recognition based on Gabor wavelets and (2D)2PCA

(2017) Xiuhui Wang et al.   MULTIMEDIA TOOLS AND APPLICATIONS

A novel machine learning-based algorithm to detect damage in high-rise building structures

(2017) Mohammad Hossein Rafiei et al.   STRUCTURAL DESIGN OF TALL AND SPECIAL BUILDINGS

A Grassmannian Approach to Address View Change Problem in Gait Recognition

(2017) Tee Connie et al.   IEEE Transactions on Cybernetics

Robust arbitrary view gait recognition based on parametric 3D human body reconstruction and virtual posture synthesis

(2016) Jian Luo et al.   PATTERN RECOGNITION

On Reducing the Effect of Covariate Factors in Gait Recognition: A Classifier Ensemble Method

(2015) Yu Guan et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Deep learning

(2015) Yann LeCun et al.   NATURE

Recognizing Gaits Across Views Through Correlated Motion Co-Clustering

(2014) Worapan Kusakunniran et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Gait Recognition Using HMMs and Dual Discriminative Observations for Sub-Dynamics Analysis

(2013) Nikolaos V. Boulgouris et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

A New View-Invariant Feature for Cross-View Gait Recognition

(2013) Worapan Kusakunniran et al.   IEEE Transactions on Information Forensics and Security

The OU-ISIR Gait Database Comprising the Large Population Dataset and Performance Evaluation of Gait Recognition

(2012) H. Iwama et al.   IEEE Transactions on Information Forensics and Security

Global Convergence of Online BP Training With Dynamic Learning Rate

(2012) Rui Zhang et al.   IEEE Transactions on Neural Networks and Learning Systems

Gait Recognition With Shifted Energy Image and Structural Feature Extraction

(2011) Xiaxi Huang et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Self-Calibrating View-Invariant Gait Biometrics

(2009) Michela Goffredo et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS

Gait recognition based on dynamic region analysis

(2008) Xiaochao Yang et al.   SIGNAL PROCESSING