Automation for sewer pipe assessment: CCTV video interpretation algorithm and sewer pipe video assessment (SPVA) system development

A Survey on Image-Based Automation of CCTV and SSET Sewer Inspections

(2020) Joakim Bruslund Haurum et al.   AUTOMATION IN CONSTRUCTION

Data-driven bi-level sewer pipe deterioration model: Design and analysis

(2020) Xianfei Yin et al.   AUTOMATION IN CONSTRUCTION

Data-Driven Framework for Modeling Productivity of Closed-Circuit Television Recording Process for Sewer Pipes

(2020) Xianfei Yin et al.   JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT

Automated Anomaly Detection and Localization in Sewer Inspection Videos Using Proportional Data Modeling and Deep Learning–Based Text Recognition

(2020) Saeed Moradi et al.   Journal of Infrastructure Systems

Sewer damage detection from imbalanced CCTV inspection data using deep convolutional neural networks with hierarchical classification

(2019) Duanshun Li et al.   AUTOMATION IN CONSTRUCTION

End-to-end vision-based detection, tracking and activity analysis of earthmoving equipment filmed at ground level

(2019) Dominic Roberts et al.   AUTOMATION IN CONSTRUCTION

Real-Time Vision-Based Warning System for Prevention of Collisions between Workers and Heavy Equipment

(2019) Hyojoo Son et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Underground sewer pipe condition assessment based on convolutional neural networks

(2019) Syed Ibrahim Hassan et al.   AUTOMATION IN CONSTRUCTION

A deep learning-based framework for an automated defect detection system for sewer pipes

(2019) Xianfei Yin et al.   AUTOMATION IN CONSTRUCTION

Automated defect classification in sewer closed circuit television inspections using deep convolutional neural networks

(2018) Srinath S. Kumar et al.   AUTOMATION IN CONSTRUCTION

Determination of Near-Optimal Restoration Programs for Transportation Networks Following Natural Hazard Events Using Simulated Annealing

(2018) Jürgen Hackl et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Utilizing text recognition for the defects extraction in sewers CCTV inspection videos

(2018) L. Minh Dang et al.   COMPUTERS IN INDUSTRY

Mask R-CNN

(2018) Kaiming He et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Deep Learning for Computer Vision: A Brief Review

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

Automated detection of sewer pipe defects in closed-circuit television images using deep learning techniques

(2018) Jack C.P. Cheng et al.   AUTOMATION IN CONSTRUCTION

Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

(2017) Shaoqing Ren et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Simulated Annealing, Its Variants and Engineering Applications

(2016) Nazmul Siddique et al.   International Journal on Artificial Intelligence Tools

Dynamic Shared-Taxi Dispatch Algorithm with Hybrid-Simulated Annealing

(2015) Jaeyoung Jung et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition

(2015) Kaiming He et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Productivity Improvement of Sewer CCTV Inspection through Time Study and Route Optimization

(2015) Reza Navab-Kashani et al.   JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT

Deep learning

(2015) Yann LeCun et al.   NATURE

Productivity Improvement of Sewer CCTV Inspection through Time Study and Route Optimization

(2015) Reza Navab-Kashani et al.   JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT

An object recognition, tracking, and contextual reasoning-based video interpretation method for rapid productivity analysis of construction operations

(2011) Jie Gong et al.   AUTOMATION IN CONSTRUCTION

An Efficient Simulated Annealing Algorithm for Regional Wastewater System Planning

(2009) João A. Zeferino et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Multiobjective Optimization of Concrete Frames by Simulated Annealing

(2008) Ignacio Paya et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Segmenting ideal morphologies of sewer pipe defects on CCTV images for automated diagnosis

(2008) Ming-Der Yang et al.   EXPERT SYSTEMS WITH APPLICATIONS