Young-Jin Cha

University of Manitoba

H指数:37

被引数:1.0万

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Monocular Computer Vision-Based Simultaneous Pothole Segmentation and 3-D Volume Prediction Using 3DpredicNet

基于单目计算机视觉的同时坑洼分割和3-D体积预测的3DpredicNet

IEEE Transactions on Industrial Informatics

IF9.9

2026-01-010

Enhanced prediction of persistent earthquake-induced groundwater level changes with advanced feature engineering and machine learning

通过高级特征工程和机器学习对持续性地震诱发地下水位变化的增强预测

Multimedia Systems

IF3.1

2025-10-170

PRE

Deep learning-based 3D image reconstruction and damage mapping using neural radiance fields (Nerfacto)

基于深度学习的3D图像重建和损伤映射，使用神经辐射场（Nerfacto）

Structural Health Monitoring

IF0

2025-07-090

PRE

3D Pixelwise damage mapping using a deep attention based modified Nerfacto

使用基于深度注意力的改进的Nerfacto进行3D像素损伤映射

AUTOMATION IN CONSTRUCTION

IF11.5

2024-12-010

OAAI

Deep learning-based structural health monitoring

基于深度学习的结构健康监测

AUTOMATION IN CONSTRUCTION

IF11.5

2024-05-0140

OAAI

Time-varying reliability analysis based on hybrid Kalman filtering and probability density evolution

EARTHQUAKE ENGINEERING & STRUCTURAL DYNAMICS

IF5

2023-12-227

OAAI

Deep learning-based active noise control on construction sites

AUTOMATION IN CONSTRUCTION

IF11.5

2023-07-0134

PRE

Deep learning-based obstacle-avoiding autonomous UAVs with fiducial marker-based localization for structural health monitoring

基于深度学习的避障自主无人机与基于基准标记的定位，用于结构健康监测

STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

IF5.7

2023-06-2122

OAAI

Dual encoder-decoder-based deep polyp segmentation network for colonoscopy images

SCIENTIFIC REPORTS

IF3.9

2023-01-2165

OAAI

Attention-based generative adversarial network with internal damage segmentation using thermography

AUTOMATION IN CONSTRUCTION

IF11.5

2022-09-01126

PRE

Efficient attention-based deep encoder and decoder for automatic crack segmentation

STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

IF5.7

2021-12-19194

OAAI

Bridge pier scour level quantification based on output-only Kalman filtering

STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

IF5.7

2021-11-259

Real-time multiple damage mapping using autonomous UAV and deep faster region-based neural networks for GPS-denied structures

AUTOMATION IN CONSTRUCTION

IF11.5

2021-10-0196

PREAI

Hybrid pixel-level concrete crack segmentation and quantification across complex backgrounds using deep learning

AUTOMATION IN CONSTRUCTION

IF11.5

2020-10-01269

PREAI

Hybrid output-only structural system identification using random decrement and Kalman filter

使用随机减量和卡尔曼滤波器的混合纯输出结构系统识别

MECHANICAL SYSTEMS AND SIGNAL PROCESSING

IF8.9

2020-10-0128

PREAI

SDDNet: Real-Time Crack Segmentation

SDDNet: 实时裂缝分割

IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

IF7.2

2020-09-01296

PREAI

Unsupervised deep learning approach using a deep auto-encoder with an one-class support vector machine to detect structural damage

STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

IF5.7

2020-07-08220

PREAI

Heat loss detection using thermal imaging by a small UAV prototype

smart structures and nde for energy systems and industry

IF0

2020-04-223

PRE

Subsurface damage detection of a steel bridge using deep learning and uncooled micro-bolometer

CONSTRUCTION AND BUILDING MATERIALS

IF8

2019-11-01106

PREAI

Deep learning-based automatic volumetric damage quantification using depth camera

AUTOMATION IN CONSTRUCTION

IF11.5

2019-03-01154

PREAI

Young-Jin Cha

个人简介

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