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Canadian Journal of Remote Sensing
Journal canadien de télédétection
Volume 33, 2007 - Issue 3
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Article

A genetic algorithm (GA) based automated classifier for remote sensing imagery

Pages 203-213 | Published online: 02 Jun 2014

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G. A. Fotso Kamga, L Bitjoka, T. Akram, A. Mengue Mbom, S. Rameez Naqvi & Y. Bouroubi. (2021) Advancements in satellite image classification : methodologies, techniques, approaches and applications. International Journal of Remote Sensing 42:20, pages 7662-7722.
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Ruhollah Taghizadeh-Mehrjardi, Shamsollah Ayoubi, Zeinab Namazi, B. P. Malone, Ali A. Zolfaghari & F. Roustaei Sadrabadi. (2016) Prediction of soil surface salinity in arid region of central Iran using auxiliary variables and genetic programming. Arid Land Research and Management 30:1, pages 49-64.
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Tung-Ching Su. (2016) A filter-based post-processing technique for improving homogeneity of pixel-wise classification data. European Journal of Remote Sensing 49:1, pages 531-552.
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Taskin Kavzoglu & Furkan Bilucan. (2022) Effects of auxiliary and ancillary data on LULC classification in a heterogeneous environment using optimized random forest algorithm. Earth Science Informatics 16:1, pages 415-435.
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Pece V. Gorsevski. (2021) An evolutionary approach for spatial prediction of landslide susceptibility using LiDAR and symbolic classification with genetic programming. Natural Hazards 108:2, pages 2283-2307.
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Keh-Han Wang, Ted Chu, Ming-Der Yang & Ming-Cheng Chen. (2020) Geostatistical Based Models for the Spatial Adjustment of Radar Rainfall Data in Typhoon Events at a High-Elevation River Watershed. Remote Sensing 12:9, pages 1427.
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Yan-Ting Lin, Ming-Der Yang, Jen-Yu Han, Yuan-Fong Su & Jiun-Huei Jang. (2020) Quantifying Flood Water Levels Using Image-Based Volunteered Geographic Information. Remote Sensing 12:4, pages 706.
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Ming-Der Yang, Hsin-Hung Tseng, Yu-Chun Hsu & Hui Ping Tsai. (2020) Semantic Segmentation Using Deep Learning with Vegetation Indices for Rice Lodging Identification in Multi-date UAV Visible Images. Remote Sensing 12:4, pages 633.
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Ming-Der Yang, Su-Chin Chen & Hui Ping Tsai. (2017) A Long-Term Vegetation Recovery Estimation for Mt. Jou-Jou Using Multi-Date SPOT 1, 2, and 4 Images. Remote Sensing 9:9, pages 893.
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Ming-Der Yang, Kai-Siang Huang, Yi-Hsuan Kuo, Hui Tsai & Liang-Mao Lin. (2017) Spatial and Spectral Hybrid Image Classification for Rice Lodging Assessment through UAV Imagery. Remote Sensing 9:6, pages 583.
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Ming-Der Yang, Min-Der Lin, Yu-Hao Lin & Kang-Ting Tsai. (2017) Multiobjective optimization design of green building envelope material using a non-dominated sorting genetic algorithm. Applied Thermal Engineering 111, pages 1255-1264.
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Ming-Der Yang, Kai-Shiang Huang, Yeh Fen Yang, Liang-You Lu, Zheng-Yi Feng & Hui Ping Tsai. (2016) Hyperspectral Image Classification Using Fast and Adaptive Bidimensional Empirical Mode Decomposition With Minimum Noise Fraction. IEEE Geoscience and Remote Sensing Letters 13:12, pages 1950-1954.
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Ming-Der Yang, Yi-Ping Chen, Yu-Hao Lin, Yu-Feng Ho & Ji-Yuan Lin. (2016) Multiobjective optimization using nondominated sorting genetic algorithm-II for allocation of energy conservation and renewable energy facilities in a campus. Energy and Buildings 122, pages 120-130.
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Yu-Hao Lin, Kang-Ting Tsai, Min-Der Lin & Ming-Der Yang. (2016) Design optimization of office building envelope configurations for energy conservation. Applied Energy 171, pages 336-346.
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Hui Ping Tsai & Ming-Der Yang. (2016) Relating Vegetation Dynamics to Climate Variables in Taiwan Using 1982–2012 NDVI3g Data. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 9:4, pages 1624-1639.
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Hui Tsai, Yu-Hao Lin & Ming-Der Yang. (2016) Exploring Long Term Spatial Vegetation Trends in Taiwan from AVHRR NDVI3g Dataset Using RDA and HCA Analyses. Remote Sensing 8:4, pages 290.
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Da Liu, Liping Lei, Lijie Guo & Zhao-Cheng Zeng. (2015) A Cluster of CO2 Change Characteristics with GOSAT Observations for Viewing the Spatial Pattern of CO2 Emission and Absorption. Atmosphere 6:11, pages 1695-1713.
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Linyi Li, Yun Chen, Tingbao Xu, Rui Liu, Kaifang Shi & Chang Huang. (2015) Super-resolution mapping of wetland inundation from remote sensing imagery based on integration of back-propagation neural network and genetic algorithm. Remote Sensing of Environment 164, pages 142-154.
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Jie Dou, Kuan-Tsung Chang, Shuisen Chen, Ali Yunus, Jin-King Liu, Huan Xia & Zhongfan Zhu. (2015) Automatic Case-Based Reasoning Approach for Landslide Detection: Integration of Object-Oriented Image Analysis and a Genetic Algorithm. Remote Sensing 7:4, pages 4318-4342.
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Pham Thi Quynh Anh, Takashi Gomi, Lee H. MacDonald, Shigeru Mizugaki, Phung Van Khoa & Takahisa Furuichi. (2014) Linkages among land use, macronutrient levels, and soil erosion in northern Vietnam: A plot-scale study. Geoderma 232-234, pages 352-362.
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Ming-Der Yang, Yeh-Feng Yang & Yi-Ping Chen. (2014) Evaluation of fitness functions of GA classification. Evaluation of fitness functions of GA classification.
Ming Der Yang, Yeh Fen Yang & Kai Siang Huang. (2013) Spectrum Distribution of Landuse Classification by Genetic Algorithm. Applied Mechanics and Materials 411-414, pages 1251-1255.
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Emre Sumer & Mustafa Turker. (2013) An adaptive fuzzy-genetic algorithm approach for building detection using high-resolution satellite images. Computers, Environment and Urban Systems 39, pages 48-62.
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Ming-Der Yang, Chan-Hsiang Hsu & Tung-Ching Su. (2007) Optimal cluster numbers of unsupervised classification in Minkowski spaces. Optimal cluster numbers of unsupervised classification in Minkowski spaces.

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