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2020 – today
- 2024
[j30]Yared Bitew Kebede, Ming-Der Yang
, Chien-Wei Huang:
Real-time pavement temperature prediction through ensemble machine learning. Eng. Appl. Artif. Intell. 135: 108870 (2024)- 2023
- [j29]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: 107739 (2023) - 2022
- [j28]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): 1114 (2022) - [j27]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): 2837 (2022) - 2021
- [j26]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): 1358 (2021) - [j25]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): 1994 (2021) - [j24]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): 3190 (2021) - [j23]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): 5875 (2021) - 2020
- [j22]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: 105817 (2020) - [j21]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): 633 (2020) - [j20]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): 706 (2020) - [j19]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): 1427 (2020) - [j18]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): 1908 (2020) - [j17]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): 2327 (2020) - [j16]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): 5354 (2020) - [c13]Ming-Der Yang, Hsin-Hung Tseng, Yu-Chun Hsu, Wei Chen Tseng:
Real-time Crop Classification Using Edge Computing and Deep Learning. CCNC 2020: 1-4
2010 – 2019
- 2019
- [p1]Andrew Guagliardo, Jason Leigh, Ming-Der Yang:
A Stereoscopic 3D View for Virtual Reality Spectators. VR Developer Gems 2019: 371-379 - 2018
- [j15]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): 2003 (2018) - [j14]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): 2862-2868 (2018) - 2017
- [j13]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): 583 (2017) - [j12]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): 893 (2017) - 2016
- [j11]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): 1950-1954 (2016) - [j10]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): 290 (2016) - [j9]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): 1624-1639 (2016) - 2014
- [j8]Tung-Ching Su, Ming-Der Yang:
Application of Morphological Segmentation to Leaking Defect Detection in Sewer Pipelines. Sensors 14(5): 8686-8704 (2014) - [c12]Ming-Der Yang, Yeh-Fen Yang, Yi-Ping Chen:
Evaluation of fitness functions of GA classification. GECCO (Companion) 2014: 1479-1480 - 2011
- [j7]Ming-Der Yang, Tung-Ching Su, Nang-Fei Pan, Yeh-Fen Yang:
Systematic image quality assessment for sewer inspection. Expert Syst. Appl. 38(3): 1766-1776 (2011) - [j6]Nang-Fei Pan, Chien-Ho Ko, Ming-Der Yang, Kai-Chun Hsu:
Pavement performance prediction through fuzzy regression. Expert Syst. Appl. 38(8): 10010-10017 (2011) - [j5]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): 13094-13114 (2011) - [j4]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): 211-225 (2011)
2000 – 2009
- 2009
- [j3]Ming-Der Yang, Tung-Ching Su:
Segmenting ideal morphologies of sewer pipe defects on CCTV images for automated diagnosis. Expert Syst. Appl. 36(2): 3562-3573 (2009) - 2008
- [j2]Ming-Der Yang, Tung-Ching Su:
Automated diagnosis of sewer pipe defects based on machine learning approaches. Expert Syst. Appl. 35(3): 1327-1337 (2008) - [c11]Nang-Fei Pan, Huaitien Wang, Ming-Der Yang, Kai-Chun Hsu:
Estimates of Bridge Girder Conditions Based on Fuzzy Inspection Data. FSKD (3) 2008: 537-540 - [c10]Ming-Der Yang, Ji-Yuan Lin, Tung-Ching Su, Yeh-Fen Yang:
Fuzzy estimation of trophic state using satellite data. FUZZ-IEEE 2008: 2117-2122 - [c9]Ming-Der Yang, Boris P. T. Chen, Chang-Shian Chen:
Using artificial neural network for outflow estimation in an ungauged area. IJCNN 2008: 3551-3555 - [c8]Pei Liu, Shih-Huang Chen, Ming-Der Yang:
Study of Signalized Intersection Crashes Using Artificial Intelligence Methods. MICAI 2008: 987-997 - 2007
- [c7]Ming-Der Yang, Chan-Hsiang Hsu, Tung-Ching Su:
Optimal cluster numbers of unsupervised classification in Minkowski spaces. IGARSS 2007: 2044-2047 - [c6]Yi-Ping Chen, Ming-Der Yang:
Legal protection and data access of remote sensing and GIS database. IGARSS 2007: 3053-3056 - 2006
- [j1]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): 829-844 (2006) - [c5]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: 2643-2649 - 2005
- [c4]Yi-Ping Chen, Ming-Der Yang:
Legal issues on public access to remote sensing data in Taiwan. IGARSS 2005: 4 - [c3]Ming-Der Yang, Chan-Hsiang Hsu, Tung-Ching Su:
DBI and SI as fitness in GA classification for SPOT4 satellite imagery. IGARSS 2005: 3741-3744 - 2004
- [c2]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: 4897-4900 - [c1]Ming-Der Yang, Yeh-Fen Yang:
Genetic algorithm for unsupervised classification of remote sensing imagery. Image Processing: Algorithms and Systems 2004: 395-402
Coauthor Index
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