Ming-Der Yang

48 papers B 3C 5Journal 34Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Enhancing pavement temperature prediction using eXtreme gradient boosting transfer learning for data-scarce scenarios.
Eng. Appl. Artif. Intell.
Yared Bitew Kebede, Ming-Der Yang, Chien-Wei Huang, Henok Desalegn Shikur
2025 J jnl
Enhancing grain moisture prediction in multiple crop seasons using domain adaptation AI.
Comput. Electron. Agric.
Ming-Der Yang, Yu-Chun Hsu, Tsai-Ting Liu, Han-Hui Huang
2025 J jnl
Precision assessment of rice grain moisture content using UAV multispectral imagery and machine learning.
Comput. Electron. Agric.
Ming-Der Yang, Yu-Chun Hsu, Wei-Cheng Tseng, Hsin-Hung Tseng, Ming-Hsin Lai
2025 J jnl
Precision monitoring of rice nitrogen fertilizer levels based on machine learning and UAV multispectral imagery.
Comput. Electron. Agric.
Ming-Der Yang, Yu-Chun Hsu, Yi-Hsuan Chen, Chin-Ying Yang, Kai-Yun Li
2024 J jnl
Real-time pavement temperature prediction through ensemble machine learning.
Eng. Appl. Artif. Intell.
Yared Bitew Kebede, Ming-Der Yang, Chien-Wei Huang
2023 J jnl
Single-plant broccoli growth monitoring using deep learning with UAV imagery.
Comput. Electron. Agric.
Cheng-Ju Lee, Ming-Der Yang, Hsin-Hung Tseng, Yu-Chun Hsu, Yu Sung, Wei-Ling Chen
2022 J jnl
Rice Seedling Detection in UAV Images Using Transfer Learning and Machine Learning.
Remote. Sens.
Hsin-Hung Tseng, Ming-Der Yang, R. Saminathan, Yu-Chun Hsu, Chin-Ying Yang, Dong-Hong Wu
2022 J jnl
Toward Automated Machine Learning-Based Hyperspectral Image Analysis in Crop Yield and Biomass Estimation.
Remote. Sens.
Kai-Yun Li, Raul Sampaio de Lima, Niall G. Burnside, Ele Vahtmäe, Tiit Kutser, Karli Sepp, Victor Henrique Cabral Pinheiro, Ming-Der Yang, Ants Vain, Kalev Sepp
2021 J jnl
A UAV Open Dataset of Rice Paddies for Deep Learning Practice.
Remote. Sens.
Ming-Der Yang, Hsin-Hung Tseng, Yu-Chun Hsu, Chin-Ying Yang, Ming-Hsin Lai, Dong-Hong Wu
2021 J jnl
An Automated Machine Learning Framework in Unmanned Aircraft Systems: New Insights into Agricultural Management Practices Recognition Approaches.
Remote. Sens.
Kai-Yun Li, Niall G. Burnside, Raul Sampaio de Lima, Miguel Villoslada Peciña, Karli Sepp, Victor Henrique Cabral Pinheiro, Bruno Rucy Carneiro Alves de Lima, Ming-Der Yang, Ants Vain, Kalev Sepp
2021 J jnl
Assessment of Grain Harvest Moisture Content Using Machine Learning on Smartphone Images for Optimal Harvest Timing.
Sensors
Ming-Der Yang, Yu-Chun Hsu, Wei-Cheng Tseng, Chian-Yu Lu, Chin-Ying Yang, Ming-Hsin Lai, Dong-Hong Wu
2021 J jnl
The Application of an Unmanned Aerial System and Machine Learning Techniques for Red Clover-Grass Mixture Yield Estimation under Variety Performance Trials.
Remote. Sens.
Kai-Yun Li, Niall G. Burnside, Raul Sampaio de Lima, Miguel Villoslada Peciña, Karli Sepp, Ming-Der Yang, Janar Raet, Ants Vain, Are Selge, Kalev Sepp
2020 J jnl
Adaptive autonomous UAV scouting for rice lodging assessment using edge computing with deep learning EDANet.
Comput. Electron. Agric.
Ming-Der Yang, Jayson G. Boubin, Hui Ping Tsai, Hsin-Hung Tseng, Yu-Chun Hsu, Christopher Stewart
2020 J jnl
Assessment of Rice Developmental Stage Using Time Series UAV Imagery for Variable Irrigation Management.
Sensors
Chin-Ying Yang, Ming-Der Yang, Wei-Cheng Tseng, Yu-Chun Hsu, Guan-Sin Li, Ming-Hsin Lai, Dong-Hong Wu, Hsiu-Ying Lu
2020 J jnl
Geometric Recognition of Moving Objects in Monocular Rotating Imagery Using Faster R-CNN.
Remote. Sens.
Tzu-Yi Chuang, Jen-Yu Han, Deng-Jie Jhan, Ming-Der Yang
2020 J jnl
Geostatistical Based Models for the Spatial Adjustment of Radar Rainfall Data in Typhoon Events at a High-Elevation River Watershed.
Remote. Sens.
Keh-Han Wang, Ted Chu, Ming-Der Yang, Ming-Cheng Chen
2020 J jnl
Integrating MNF and HHT Transformations into Artificial Neural Networks for Hyperspectral Image Classification.
Remote. Sens.
Ming-Der Yang, Kai-Hsiang Huang, Hui Ping Tsai
2020 J jnl
Quantifying Flood Water Levels Using Image-Based Volunteered Geographic Information.
Remote. Sens.
Yan-Ting Lin, Ming-Der Yang, Jen-Yu Han, Yuan-Fong Su, Jiun-Huei Jang
2020 — conf
Real-time Crop Classification Using Edge Computing and Deep Learning.
CCNC
Ming-Der Yang, Hsin-Hung Tseng, Yu-Chun Hsu, Wei Chen Tseng
2020 J jnl
Semantic Segmentation Using Deep Learning with Vegetation Indices for Rice Lodging Identification in Multi-date UAV Visible Images.
Remote. Sens.
Ming-Der Yang, Hsin-Hung Tseng, Yu-Chun Hsu, Hui Ping Tsai
2019 — ch.
A Stereoscopic 3D View for Virtual Reality Spectators.
VR Developer Gems
Andrew Guagliardo, Jason Leigh, Ming-Der Yang
2018 J jnl
Fusion of Infrared Thermal Image and Visible Image for 3D Thermal Model Reconstruction Using Smartphone Sensors.
Sensors
Ming-Der Yang, Tung-Ching Su, Hung-Yu Lin
2018 J jnl
Timely and Quantitative Damage Assessment of Oyster Racks Using UAV Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Ming-Der Yang, Kai-Shiang Huang, Jin Wan, Hui Ping Tsai, Liang-Mao Lin
2017 J jnl
A Long-Term Vegetation Recovery Estimation for Mt. Jou-Jou Using Multi-Date SPOT 1, 2, and 4 Images.
Remote. Sens.
Ming-Der Yang, Su-Chin Chen, Hui Ping Tsai
2017 J jnl
Spatial and Spectral Hybrid Image Classification for Rice Lodging Assessment through UAV Imagery.
Remote. Sens.
Ming-Der Yang, Kai-Shiang Huang, Yi-Hsuan Kuo, Hui Ping Tsai, Liang-Mao Lin
2016 J jnl
Exploring Long Term Spatial Vegetation Trends in Taiwan from AVHRR NDVI3g Dataset Using RDA and HCA Analyses.
Remote. Sens.
Hui Ping Tsai, Yu-Hao Lin, Ming-Der Yang
2016 J jnl
Hyperspectral Image Classification Using Fast and Adaptive Bidimensional Empirical Mode Decomposition With Minimum Noise Fraction.
IEEE Geosci. Remote. Sens. Lett.
Ming-Der Yang, Kai-Shiang Huang, Yeh-Fen Yang, Liang-You Lu, Zheng-Yi Feng, Hui Ping Tsai
2016 J jnl
Relating Vegetation Dynamics to Climate Variables in Taiwan Using 1982-2012 NDVI3g Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Hui Ping Tsai, Ming-Der Yang
2014 J jnl
Application of Morphological Segmentation to Leaking Defect Detection in Sewer Pipelines.
Sensors
Tung-Ching Su, Ming-Der Yang
2014 — conf
Evaluation of fitness functions of GA classification.
GECCO (Companion)
Ming-Der Yang, Yeh-Fen Yang, Yi-Ping Chen
2011 J jnl
Feature Extraction of Sewer Pipe Defects Using Wavelet Transform and Co-Occurrence Matrix.
Int. J. Wavelets Multiresolution Inf. Process.
Ming-Der Yang, Tung-Ching Su, Nang-Fei Pan, Pei Liu
2011 J jnl
Morphological segmentation based on edge detection for sewer pipe defects on CCTV images.
Expert Syst. Appl.
Tung-Ching Su, Ming-Der Yang, Tsung-Chiang Wu, Ji-Yuan Lin
2011 J jnl
Pavement performance prediction through fuzzy regression.
Expert Syst. Appl.
Nang-Fei Pan, Chien-Ho Ko, Ming-Der Yang, Kai-Chun Hsu
2011 J jnl
Systematic image quality assessment for sewer inspection.
Expert Syst. Appl.
Ming-Der Yang, Tung-Ching Su, Nang-Fei Pan, Yeh-Fen Yang
2009 J jnl
Segmenting ideal morphologies of sewer pipe defects on CCTV images for automated diagnosis.
Expert Syst. Appl.
Ming-Der Yang, Tung-Ching Su
2008 J jnl
Automated diagnosis of sewer pipe defects based on machine learning approaches.
Expert Syst. Appl.
Ming-Der Yang, Tung-Ching Su
2008 — conf
Estimates of Bridge Girder Conditions Based on Fuzzy Inspection Data.
FSKD (3)
Nang-Fei Pan, Huaitien Wang, Ming-Der Yang, Kai-Chun Hsu
2008 B conf
Fuzzy estimation of trophic state using satellite data.
FUZZ-IEEE
Ming-Der Yang, Ji-Yuan Lin, Tung-Ching Su, Yeh-Fen Yang
2008 — conf
Study of Signalized Intersection Crashes Using Artificial Intelligence Methods.
MICAI
Pei Liu, Shih-Huang Chen, Ming-Der Yang
2008 B conf
Using artificial neural network for outflow estimation in an ungauged area.
IJCNN
Ming-Der Yang, Boris P. T. Chen, Chang-Shian Chen
2007 C conf
Legal protection and data access of remote sensing and GIS database.
IGARSS
Yi-Ping Chen, Ming-Der Yang
2007 C conf
Optimal cluster numbers of unsupervised classification in Minkowski spaces.
IGARSS
Ming-Der Yang, Chan-Hsiang Hsu, Tung-Ching Su
2006 B conf
Artificial Neural Network of Liquefaction Evaluation for Soils with High Fines Content.
IJCNN
Sung-Chi Hsu, Ming-Der Yang, Ming-Che Chen, Ji-Yuan Lin
2006 J jnl
Eutrophication modelling of reservoirs in Taiwan.
Environ. Model. Softw.
Jan-Tai Kuo, Wu-Seng Lung, Chou-Ping Yang, Wen-Cheng Liu, Ming-Der Yang, Tai-Shan Tang
2005 C conf
DBI and SI as fitness in GA classification for SPOT4 satellite imagery.
IGARSS
Ming-Der Yang, Chan-Hsiang Hsu, Tung-Ching Su
2005 C conf
Legal issues on public access to remote sensing data in Taiwan.
IGARSS
Yi-Ping Chen, Ming-Der Yang
2004 C conf
Application of fuzzy theory to satellite data for determining eutrophic status.
IGARSS
Ming-Der Yang, Yeh-Fen Yang, Chan-Hsiang Hsu, Jan-Tai Kuo
2004 — conf
Genetic algorithm for unsupervised classification of remote sensing imagery.
Image Processing: Algorithms and Systems
Ming-Der Yang, Yeh-Fen Yang