Search Results - "Sharda, Shikha"
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Mapping of Debris-Covered Glaciers Using Object-Based Machine Learning Technique
Published in Journal of the Indian Society of Remote Sensing (01-02-2024)“…Debris-covered glaciers in High Mountain Asia are important indicators of climatic variability. The present study proposed an improved glacier mapping…”
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Journal Article -
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A hybrid machine learning technique for feature optimization in object-based classification of debris-covered glaciers
Published in Ain Shams Engineering Journal (01-11-2022)“…Object-based features like spectral, topographic, and textural are supportive to determine debris-covered glacier classes. The original feature space includes…”
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Journal Article -
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Object-Based Glacier Surface Change Detection using Multispectral Satellite Data
Published in 2020 IEEE 7th Uttar Pradesh Section International Conference on Electrical, Electronics and Computer Engineering (UPCON) (27-11-2020)“…Due to change in global temperature, glaciers all over the Himalayan region including the Karakoram range have been retreating and many small glaciers have…”
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Conference Proceeding -
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Classification of Siachen Glacier Using Object-Based Image Analysis
Published in 2018 International Conference on Intelligent Circuits and Systems (ICICS) (01-04-2018)“…With the advancement in computer technologies, many algorithms have been developed that mimic the human behavior of accurately identifying the objects based on…”
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Conference Proceeding