Ming-Der Yang

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 23

Top Topics

Image Classification

Machine Learning

Morphological Segmentation

Top Venues

Comput. Electron. Agric.

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

Publications

Yared Bitew Kebede, Ming-Der Yang, Chien-Wei Huang
Real-time pavement temperature prediction through ensemble machine learning. Eng. Appl. Artif. Intell. 135 (2024)
Cheng-Ju Lee, Ming-Der Yang, Hsin-Hung Tseng, Yu-Chun Hsu, Yu Sung, Wei-Ling Chen
Single-plant broccoli growth monitoring using deep learning with UAV imagery. Comput. Electron. Agric. 207 (2023)
Hsin-Hung Tseng, Ming-Der Yang, R. Saminathan, Yu-Chun Hsu, Chin-Ying Yang, Dong-Hong Wu
Rice Seedling Detection in UAV Images Using Transfer Learning and Machine Learning. Remote. Sens. 14 (12) (2022)
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
Toward Automated Machine Learning-Based Hyperspectral Image Analysis in Crop Yield and Biomass Estimation. Remote. Sens. 14 (5) (2022)
Ming-Der Yang, Yu-Chun Hsu, Wei-Cheng Tseng, Chian-Yu Lu, Chin-Ying Yang, Ming-Hsin Lai, Dong-Hong Wu
Assessment of Grain Harvest Moisture Content Using Machine Learning on Smartphone Images for Optimal Harvest Timing. Sensors 21 (17) (2021)
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
The Application of an Unmanned Aerial System and Machine Learning Techniques for Red Clover-Grass Mixture Yield Estimation under Variety Performance Trials. Remote. Sens. 13 (10) (2021)
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
An Automated Machine Learning Framework in Unmanned Aircraft Systems: New Insights into Agricultural Management Practices Recognition Approaches. Remote. Sens. 13 (16) (2021)
Ming-Der Yang, Hsin-Hung Tseng, Yu-Chun Hsu, Chin-Ying Yang, Ming-Hsin Lai, Dong-Hong Wu
A UAV Open Dataset of Rice Paddies for Deep Learning Practice. Remote. Sens. 13 (7) (2021)
Yan-Ting Lin, Ming-Der Yang, Jen-Yu Han, Yuan-Fong Su, Jiun-Huei Jang
Quantifying Flood Water Levels Using Image-Based Volunteered Geographic Information. Remote. Sens. 12 (4) (2020)
Ming-Der Yang, Jayson G. Boubin, Hui Ping Tsai, Hsin-Hung Tseng, Yu-Chun Hsu, Christopher Stewart
Adaptive autonomous UAV scouting for rice lodging assessment using edge computing with deep learning EDANet. Comput. Electron. Agric. 179 (2020)
Ming-Der Yang, Hsin-Hung Tseng, Yu-Chun Hsu, Wei Chen Tseng
Real-time Crop Classification Using Edge Computing and Deep Learning. CCNC (2020)
Ming-Der Yang, Hsin-Hung Tseng, Yu-Chun Hsu, Hui Ping Tsai
Semantic Segmentation Using Deep Learning with Vegetation Indices for Rice Lodging Identification in Multi-date UAV Visible Images. Remote. Sens. 12 (4) (2020)
Tzu-Yi Chuang, Jen-Yu Han, Deng-Jie Jhan, Ming-Der Yang
Geometric Recognition of Moving Objects in Monocular Rotating Imagery Using Faster R-CNN. Remote. Sens. 12 (12) (2020)
Ming-Der Yang, Kai-Hsiang Huang, Hui Ping Tsai
Integrating MNF and HHT Transformations into Artificial Neural Networks for Hyperspectral Image Classification. Remote. Sens. 12 (14) (2020)
Chin-Ying Yang, Ming-Der Yang, Wei-Cheng Tseng, Yu-Chun Hsu, Guan-Sin Li, Ming-Hsin Lai, Dong-Hong Wu, Hsiu-Ying Lu
Assessment of Rice Developmental Stage Using Time Series UAV Imagery for Variable Irrigation Management. Sensors 20 (18) (2020)
Keh-Han Wang, Ted Chu, Ming-Der Yang, Ming-Cheng Chen
Geostatistical Based Models for the Spatial Adjustment of Radar Rainfall Data in Typhoon Events at a High-Elevation River Watershed. Remote. Sens. 12 (9) (2020)
Ming-Der Yang, Kai-Shiang Huang, Jin Wan, Hui Ping Tsai, Liang-Mao Lin
Timely and Quantitative Damage Assessment of Oyster Racks Using UAV Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11 (8) (2018)
Ming-Der Yang, Tung-Ching Su, Hung-Yu Lin
Fusion of Infrared Thermal Image and Visible Image for 3D Thermal Model Reconstruction Using Smartphone Sensors. Sensors 18 (7) (2018)
Ming-Der Yang, Su-Chin Chen, Hui Ping Tsai
A Long-Term Vegetation Recovery Estimation for Mt. Jou-Jou Using Multi-Date SPOT 1, 2, and 4 Images. Remote. Sens. 9 (9) (2017)
Ming-Der Yang, Kai-Shiang Huang, Yi-Hsuan Kuo, Hui Ping Tsai, Liang-Mao Lin
Spatial and Spectral Hybrid Image Classification for Rice Lodging Assessment through UAV Imagery. Remote. Sens. 9 (6) (2017)
Hui Ping Tsai, Yu-Hao Lin, Ming-Der Yang
Exploring Long Term Spatial Vegetation Trends in Taiwan from AVHRR NDVI3g Dataset Using RDA and HCA Analyses. Remote. Sens. 8 (4) (2016)
Ming-Der Yang, Kai-Shiang Huang, Yeh-Fen Yang, Liang-You Lu, Zheng-Yi Feng, Hui Ping Tsai
Hyperspectral Image Classification Using Fast and Adaptive Bidimensional Empirical Mode Decomposition With Minimum Noise Fraction. IEEE Geosci. Remote. Sens. Lett. 13 (12) (2016)
Hui Ping Tsai, Ming-Der Yang
Relating Vegetation Dynamics to Climate Variables in Taiwan Using 1982-2012 NDVI3g Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (4) (2016)
Tung-Ching Su, Ming-Der Yang
Application of Morphological Segmentation to Leaking Defect Detection in Sewer Pipelines. Sensors 14 (5) (2014)
Ming-Der Yang, Yeh-Fen Yang, Yi-Ping Chen
Evaluation of fitness functions of GA classification. GECCO (Companion) (2014)
Nang-Fei Pan, Chien-Ho Ko, Ming-Der Yang, Kai-Chun Hsu
Pavement performance prediction through fuzzy regression. Expert Syst. Appl. 38 (8) (2011)
Ming-Der Yang, Tung-Ching Su, Nang-Fei Pan, Yeh-Fen Yang
Systematic image quality assessment for sewer inspection. Expert Syst. Appl. 38 (3) (2011)
Ming-Der Yang, Tung-Ching Su, Nang-Fei Pan, Pei Liu
Feature Extraction of Sewer Pipe Defects Using Wavelet Transform and Co-Occurrence Matrix. Int. J. Wavelets Multiresolution Inf. Process. 9 (2) (2011)
Tung-Ching Su, Ming-Der Yang, Tsung-Chiang Wu, Ji-Yuan Lin
Morphological segmentation based on edge detection for sewer pipe defects on CCTV images. Expert Syst. Appl. 38 (10) (2011)
Ming-Der Yang, Tung-Ching Su
Segmenting ideal morphologies of sewer pipe defects on CCTV images for automated diagnosis. Expert Syst. Appl. 36 (2) (2009)
Nang-Fei Pan, Huaitien Wang, Ming-Der Yang, Kai-Chun Hsu
Estimates of Bridge Girder Conditions Based on Fuzzy Inspection Data. FSKD (3) (2008)
Ming-Der Yang, Tung-Ching Su
Automated diagnosis of sewer pipe defects based on machine learning approaches. Expert Syst. Appl. 35 (3) (2008)
Ming-Der Yang, Ji-Yuan Lin, Tung-Ching Su, Yeh-Fen Yang
Fuzzy estimation of trophic state using satellite data. FUZZ-IEEE (2008)
Pei Liu, Shih-Huang Chen, Ming-Der Yang
Study of Signalized Intersection Crashes Using Artificial Intelligence Methods. MICAI (2008)
Ming-Der Yang, Boris P. T. Chen, Chang-Shian Chen
Using artificial neural network for outflow estimation in an ungauged area. IJCNN (2008)
Ming-Der Yang, Chan-Hsiang Hsu, Tung-Ching Su
Optimal cluster numbers of unsupervised classification in Minkowski spaces. IGARSS (2007)
Yi-Ping Chen, Ming-Der Yang
Legal protection and data access of remote sensing and GIS database. IGARSS (2007)
Sung-Chi Hsu, Ming-Der Yang, Ming-Che Chen, Ji-Yuan Lin
Artificial Neural Network of Liquefaction Evaluation for Soils with High Fines Content. IJCNN (2006)
Jan-Tai Kuo, Wu-Seng Lung, Chou-Ping Yang, Wen-Cheng Liu, Ming-Der Yang, Tai-Shan Tang
Eutrophication modelling of reservoirs in Taiwan. Environ. Model. Softw. 21 (6) (2006)
Yi-Ping Chen, Ming-Der Yang
Legal issues on public access to remote sensing data in Taiwan. IGARSS (2005)
Ming-Der Yang, Chan-Hsiang Hsu, Tung-Ching Su
DBI and SI as fitness in GA classification for SPOT4 satellite imagery. IGARSS (2005)
Ming-Der Yang, Yeh-Fen Yang, Chan-Hsiang Hsu, Jan-Tai Kuo
Application of fuzzy theory to satellite data for determining eutrophic status. IGARSS (2004)
Ming-Der Yang, Yeh-Fen Yang
Genetic algorithm for unsupervised classification of remote sensing imagery. Image Processing: Algorithms and Systems (2004)