Ming-Der Yang - researchr alias

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Viewing Publication 1 - 43 from 43

2023

Single-plant broccoli growth monitoring using deep learning with UAV imageryCheng-Ju Lee, Ming-Der Yang, Hsin-Hung Tseng, Yu-Chun Hsu, Yu Sung, Wei-Ling Chen. cea, 207:107739, April 2023. [doi]

2022

2021

The Application of an Unmanned Aerial System and Machine Learning Techniques for Red Clover-Grass Mixture Yield Estimation under Variety Performance TrialsKai-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. remotesensing, 13(10):1994, 2021. [doi]

An Automated Machine Learning Framework in Unmanned Aircraft Systems: New Insights into Agricultural Management Practices Recognition ApproachesKai-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. remotesensing, 13(16):3190, 2021. [doi]

Assessment of Grain Harvest Moisture Content Using Machine Learning on Smartphone Images for Optimal Harvest TimingMing-Der Yang, Yu-Chun Hsu, Wei-Cheng Tseng, Chian-Yu Lu, Chin-Ying Yang, Ming-Hsin Lai, Dong-Hong Wu. sensors, 21(17):5875, 2021. [doi]

A UAV Open Dataset of Rice Paddies for Deep Learning PracticeMing-Der Yang, Hsin-Hung Tseng, Yu-Chun Hsu, Chin-Ying Yang, Ming-Hsin Lai, Dong-Hong Wu. remotesensing, 13(7):1358, 2021. [doi]

2020

Geometric Recognition of Moving Objects in Monocular Rotating Imagery Using Faster R-CNNTzu-Yi Chuang, Jen-Yu Han, Deng-Jie Jhan, Ming-Der Yang. remotesensing, 12(12):1908, 2020. [doi]

Quantifying Flood Water Levels Using Image-Based Volunteered Geographic InformationYan-Ting Lin, Ming-Der Yang, Jen-Yu Han, Yuan-Fong Su, Jiun-Huei Jang. remotesensing, 12(4):706, 2020. [doi]

Geostatistical Based Models for the Spatial Adjustment of Radar Rainfall Data in Typhoon Events at a High-Elevation River WatershedKeh-Han Wang, Ted Chu, Ming-Der Yang, Ming-Cheng Chen. remotesensing, 12(9):1427, 2020. [doi]

Semantic Segmentation Using Deep Learning with Vegetation Indices for Rice Lodging Identification in Multi-date UAV Visible ImagesMing-Der Yang, Hsin-Hung Tseng, Yu-Chun Hsu, Hui Ping Tsai. remotesensing, 12(4):633, 2020. [doi]

Real-time Crop Classification Using Edge Computing and Deep LearningMing-Der Yang, Hsin-Hung Tseng, Yu-Chun Hsu, Wei Chen Tseng. ccnc 2020: 1-4 [doi]

Integrating MNF and HHT Transformations into Artificial Neural Networks for Hyperspectral Image ClassificationMing-Der Yang, Kai-Hsiang Huang, Hui Ping Tsai. remotesensing, 12(14):2327, 2020. [doi]

Adaptive autonomous UAV scouting for rice lodging assessment using edge computing with deep learning EDANetMing-Der Yang, Jayson G. Boubin, Hui Ping Tsai, Hsin-Hung Tseng, Yu-Chun Hsu, Christopher Stewart. cea, 179:105817, 2020. [doi]

Assessment of Rice Developmental Stage Using Time Series UAV Imagery for Variable Irrigation ManagementChin-Ying Yang, Ming-Der Yang, Wei-Cheng Tseng, Yu-Chun Hsu, Guan-Sin Li, Ming-Hsin Lai, Dong-Hong Wu, Hsiu-Ying Lu. sensors, 20(18):5354, 2020. [doi]

2019

A Stereoscopic 3D View for Virtual Reality SpectatorsAndrew Guagliardo, Jason Leigh, Ming-Der Yang. In William R. Sherman, editor, VR Developer Gems, 1st Edition. pages 371-379, A K Peters/CRC Press, 2019. [doi]

2018

Timely and Quantitative Damage Assessment of Oyster Racks Using UAV ImagesMing-Der Yang, Kai-Shiang Huang, Jin Wan, Hui Ping Tsai, Liang-Mao Lin. staeors, 11(8):2862-2868, 2018. [doi]

Fusion of Infrared Thermal Image and Visible Image for 3D Thermal Model Reconstruction Using Smartphone SensorsMing-Der Yang, Tung-Ching Su, Hung-Yu Lin. sensors, 18(7):2003, 2018. [doi]

2017

A Long-Term Vegetation Recovery Estimation for Mt. Jou-Jou Using Multi-Date SPOT 1, 2, and 4 ImagesMing-Der Yang, Su-Chin Chen, Hui Ping Tsai. remotesensing, 9(9):893, 2017. [doi]

Spatial and Spectral Hybrid Image Classification for Rice Lodging Assessment through UAV ImageryMing-Der Yang, Kai-Shiang Huang, Yi-Hsuan Kuo, Hui Ping Tsai, Liang-Mao Lin. remotesensing, 9(6):583, 2017. [doi]

2016

2014

Application of Morphological Segmentation to Leaking Defect Detection in Sewer PipelinesTung-Ching Su, Ming-Der Yang. sensors, 14(5):8686-8704, 2014. [doi]

Evaluation of fitness functions of GA classificationMing-Der Yang, Yeh-Fen Yang, Yi-Ping Chen. gecco 2014: 1479-1480 [doi]

2011

Pavement performance prediction through fuzzy regressionNang-Fei Pan, Chien-Ho Ko, Ming-Der Yang, Kai-Chun Hsu. eswa, 38(8):10010-10017, 2011. [doi]

Morphological segmentation based on edge detection for sewer pipe defects on CCTV imagesTung-Ching Su, Ming-Der Yang, Tsung-Chiang Wu, Ji-Yuan Lin. eswa, 38(10):13094-13114, 2011. [doi]

Systematic image quality assessment for sewer inspectionMing-Der Yang, Tung-Ching Su, Nang-Fei Pan, Yeh-Fen Yang. eswa, 38(3):1766-1776, 2011. [doi]

Feature Extraction of Sewer Pipe Defects Using Wavelet Transform and Co-Occurrence MatrixMing-Der Yang, Tung-Ching Su, Nang-Fei Pan, Pei Liu. ijwmip, 9(2):211-225, 2011. [doi]

2009

Segmenting ideal morphologies of sewer pipe defects on CCTV images for automated diagnosisMing-Der Yang, Tung-Ching Su. eswa, 36(2):3562-3573, 2009. [doi]

2008

2007

Legal protection and data access of remote sensing and GIS databaseYi-Ping Chen, Ming-Der Yang. igarss 2007: 3053-3056 [doi]

Optimal cluster numbers of unsupervised classification in Minkowski spacesMing-Der Yang, Chan-Hsiang Hsu, Tung-Ching Su. igarss 2007: 2044-2047 [doi]

2006

Artificial Neural Network of Liquefaction Evaluation for Soils with High Fines ContentSung-Chi Hsu, Ming-Der Yang, Ming-Che Chen, Ji-Yuan Lin. ijcnn 2006: 2643-2649 [doi]

Eutrophication modelling of reservoirs in TaiwanJan-Tai Kuo, Wu-Seng Lung, Chou-Ping Yang, Wen-Cheng Liu, Ming-Der Yang, Tai-Shan Tang. envsoft, 21(6):829-844, 2006. [doi]

2005

Legal issues on public access to remote sensing data in TaiwanYi-Ping Chen, Ming-Der Yang. igarss 2005: 4 [doi]

DBI and SI as fitness in GA classification for SPOT4 satellite imageryMing-Der Yang, Chan-Hsiang Hsu, Tung-Ching Su. igarss 2005: 3741-3744 [doi]

2004

Application of fuzzy theory to satellite data for determining eutrophic statusMing-Der Yang, Yeh-Fen Yang, Chan-Hsiang Hsu, Jan-Tai Kuo. igarss 2004: 4897-4900 [doi]

Genetic algorithm for unsupervised classification of remote sensing imageryMing-Der Yang, Yeh-Fen Yang. ipas 2004: 395-402 [doi]

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