A Hybrid Kinematic-Acoustic System for Automated Activity Detection of Construction Equipment

Evaluation of Software and Hardware Settings for Audio-Based Analysis of Construction Operations

(2019) Chieh-Feng Cheng et al.   International Journal of Civil Engineering

Real-Time Image Localization and Registration with BIM Using Perspective Alignment for Indoor Monitoring of Construction

(2019) Khashayar Asadi et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Real-time hierarchical classification of sound signals for hearing improvement devices

(2018) Fatemeh Saki et al.   APPLIED ACOUSTICS

Global statistical features-based approach for Acoustic Event Detection

(2018) S.L. Jayalakshmi et al.   APPLIED ACOUSTICS

Application of dynamic time warping to the recognition of mixed equipment activities in cycle time measurement

(2018) Hyunsoo Kim et al.   AUTOMATION IN CONSTRUCTION

A Framework for Infrastructure-Free Indoor Localization Based on Pervasive Sound Analysis

(2018) Ricardo Leonardo et al.   IEEE SENSORS JOURNAL

Optimal Foot Location for Placing Wearable IMU Sensors and Automatic Feature Extraction for Gait Analysis

(2018) Arif Reza Anwary et al.   IEEE SENSORS JOURNAL

Multi-view stacking for activity recognition with sound and accelerometer data

(2018) Enrique Garcia-Ceja et al.   Information Fusion

Deep learning for sensor-based activity recognition: A Survey

(2018) Jindong Wang et al.   PATTERN RECOGNITION LETTERS

Recognition of Activities of Daily Living Based on Environmental Analyses Using Audio Fingerprinting Techniques: A Systematic Review

(2018) Ivan Pires et al.   SENSORS

Spectral features for audio based vehicle and engine classification

(2017) Alicja Wieczorkowska et al.   JOURNAL OF INTELLIGENT INFORMATION SYSTEMS

Applying Sensor-Based Technology to Improve Construction Safety Management

(2017) Mingyuan Zhang et al.   SENSORS

Vision-based action recognition of construction workers using dense trajectories

(2016) Jun Yang et al.   ADVANCED ENGINEERING INFORMATICS

Construction equipment activity recognition for simulation input modeling using mobile sensors and machine learning classifiers

(2015) Reza Akhavian et al.   ADVANCED ENGINEERING INFORMATICS

Application of Low-Cost Accelerometers for Measuring the Operational Efficiency of a Construction Equipment Fleet

(2015) Changbum R. Ahn et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Human activity recognition using quasiperiodic time series collected from a single tri-axial accelerometer

(2015) Andrey D. Ignatov et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Robust Sound Event Classification Using Deep Neural Networks

(2015) Ian McLoughlin et al.   IEEE-ACM Transactions on Audio Speech and Language Processing

Evaluation of accelerometer based multi-sensor versus single-sensor activity recognition systems

(2014) Lei Gao et al.   MEDICAL ENGINEERING & PHYSICS

Sensor Data Acquisition and Processing Parameters for Human Activity Classification

(2014) Sebastian Bersch et al.   SENSORS

Vision-based action recognition of earthmoving equipment using spatio-temporal features and support vector machine classifiers

(2013) Mani Golparvar-Fard et al.   ADVANCED ENGINEERING INFORMATICS

Knowledge-Based Simulation Modeling of Construction Fleet Operations Using Multimodal-Process Data Mining

(2013) Reza Akhavian et al.   JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT

Deep Neural Networks for Acoustic Modeling in Speech Recognition: The Shared Views of Four Research Groups

(2012) Geoffrey Hinton et al.   IEEE SIGNAL PROCESSING MAGAZINE

Environmental audio scene and activity recognition through mobile-based crowdsourcing

(2012) Kyuwoong Hwang et al.   IEEE TRANSACTIONS ON CONSUMER ELECTRONICS

Learning and classifying actions of construction workers and equipment using Bag-of-Video-Feature-Words and Bayesian network models

(2011) Jie Gong et al.   ADVANCED ENGINEERING INFORMATICS

Three-Dimensional Tracking of Construction Resources Using an On-Site Camera System

(2011) Man-Woo Park et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Automated Visual Recognition of Dump Trucks in Construction Videos

(2011) Ehsan Rezazadeh Azar et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Integrated behavioral z-scoring increases the sensitivity and reliability of behavioral phenotyping in mice: Relevance to emotionality and sex

(2011) Jean-Philippe Guilloux et al.   JOURNAL OF NEUROSCIENCE METHODS

Autonomous pro-active real-time construction worker and equipment operator proximity safety alert system

(2010) Jochen Teizer et al.   AUTOMATION IN CONSTRUCTION

Comparative study on classifying human activities with miniature inertial and magnetic sensors

(2010) Kerem Altun et al.   PATTERN RECOGNITION

Computer Vision-Based Video Interpretation Model for Automated Productivity Analysis of Construction Operations

(2009) Jie Gong et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Support vector machine for classification of walking conditions using miniature kinematic sensors

(2008) Hong-Yin Lau et al.   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING