Ming-Der Yang

Orcid: 0000-0003-2904-5838

According to our database1, Ming-Der Yang authored at least 44 papers between 2004 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2024
Real-time pavement temperature prediction through ensemble machine learning.
Eng. Appl. Artif. Intell., 2024

2023
Single-plant broccoli growth monitoring using deep learning with UAV imagery.
Comput. Electron. Agric., April, 2023

2022
Rice Seedling Detection in UAV Images Using Transfer Learning and Machine Learning.
Remote. Sens., 2022

Toward Automated Machine Learning-Based Hyperspectral Image Analysis in Crop Yield and Biomass Estimation.
Remote. Sens., 2022

2021
Assessment of Grain Harvest Moisture Content Using Machine Learning on Smartphone Images for Optimal Harvest Timing.
Sensors, 2021

A UAV Open Dataset of Rice Paddies for Deep Learning Practice.
Remote. Sens., 2021

The Application of an Unmanned Aerial System and Machine Learning Techniques for Red Clover-Grass Mixture Yield Estimation under Variety Performance Trials.
Remote. Sens., 2021

An Automated Machine Learning Framework in Unmanned Aircraft Systems: New Insights into Agricultural Management Practices Recognition Approaches.
Remote. Sens., 2021

2020
Assessment of Rice Developmental Stage Using Time Series UAV Imagery for Variable Irrigation Management.
Sensors, 2020

Semantic Segmentation Using Deep Learning with Vegetation Indices for Rice Lodging Identification in Multi-date UAV Visible Images.
Remote. Sens., 2020

Integrating MNF and HHT Transformations into Artificial Neural Networks for Hyperspectral Image Classification.
Remote. Sens., 2020

Geostatistical Based Models for the Spatial Adjustment of Radar Rainfall Data in Typhoon Events at a High-Elevation River Watershed.
Remote. Sens., 2020

Quantifying Flood Water Levels Using Image-Based Volunteered Geographic Information.
Remote. Sens., 2020

Geometric Recognition of Moving Objects in Monocular Rotating Imagery Using Faster R-CNN.
Remote. Sens., 2020

Adaptive autonomous UAV scouting for rice lodging assessment using edge computing with deep learning EDANet.
Comput. Electron. Agric., 2020

Real-time Crop Classification Using Edge Computing and Deep Learning.
Proceedings of the IEEE 17th Annual Consumer Communications & Networking Conference, 2020

2019
A Stereoscopic 3D View for Virtual Reality Spectators.
Proceedings of the VR Developer Gems, 1st Edition, 2019

2018
Timely and Quantitative Damage Assessment of Oyster Racks Using UAV Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Fusion of Infrared Thermal Image and Visible Image for 3D Thermal Model Reconstruction Using Smartphone Sensors.
Sensors, 2018

2017
Spatial and Spectral Hybrid Image Classification for Rice Lodging Assessment through UAV Imagery.
Remote. Sens., 2017

A Long-Term Vegetation Recovery Estimation for Mt. Jou-Jou Using Multi-Date SPOT 1, 2, and 4 Images.
Remote. Sens., 2017

2016
Relating Vegetation Dynamics to Climate Variables in Taiwan Using 1982-2012 NDVI3g Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Exploring Long Term Spatial Vegetation Trends in Taiwan from AVHRR NDVI3g Dataset Using RDA and HCA Analyses.
Remote. Sens., 2016

Hyperspectral Image Classification Using Fast and Adaptive Bidimensional Empirical Mode Decomposition With Minimum Noise Fraction.
IEEE Geosci. Remote. Sens. Lett., 2016

2014
Application of Morphological Segmentation to Leaking Defect Detection in Sewer Pipelines.
Sensors, 2014

Evaluation of fitness functions of GA classification.
Proceedings of the Genetic and Evolutionary Computation Conference, 2014

2011
Feature Extraction of Sewer Pipe Defects Using Wavelet Transform and Co-Occurrence Matrix.
Int. J. Wavelets Multiresolution Inf. Process., 2011

Systematic image quality assessment for sewer inspection.
Expert Syst. Appl., 2011

Morphological segmentation based on edge detection for sewer pipe defects on CCTV images.
Expert Syst. Appl., 2011

Pavement performance prediction through fuzzy regression.
Expert Syst. Appl., 2011

2009
Segmenting ideal morphologies of sewer pipe defects on CCTV images for automated diagnosis.
Expert Syst. Appl., 2009

2008
Automated diagnosis of sewer pipe defects based on machine learning approaches.
Expert Syst. Appl., 2008

Study of Signalized Intersection Crashes Using Artificial Intelligence Methods.
Proceedings of the MICAI 2008: Advances in Artificial Intelligence, 2008

Using artificial neural network for outflow estimation in an ungauged area.
Proceedings of the International Joint Conference on Neural Networks, 2008

Fuzzy estimation of trophic state using satellite data.
Proceedings of the FUZZ-IEEE 2008, 2008

Estimates of Bridge Girder Conditions Based on Fuzzy Inspection Data.
Proceedings of the Fifth International Conference on Fuzzy Systems and Knowledge Discovery, 2008

2007
Optimal cluster numbers of unsupervised classification in Minkowski spaces.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007

Legal protection and data access of remote sensing and GIS database.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007

2006
Eutrophication modelling of reservoirs in Taiwan.
Environ. Model. Softw., 2006

Artificial Neural Network of Liquefaction Evaluation for Soils with High Fines Content.
Proceedings of the International Joint Conference on Neural Networks, 2006

2005
DBI and SI as fitness in GA classification for SPOT4 satellite imagery.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005

Legal issues on public access to remote sensing data in Taiwan.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005

2004
Genetic algorithm for unsupervised classification of remote sensing imagery.
Proceedings of the Image Processing: Algorithms and Systems III, 2004

Application of fuzzy theory to satellite data for determining eutrophic status.
Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004


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