Flow chart of proposed system. حسب Saravanan Manoharan (21273304)

الموضوعات:

IMU raw data: (a) 3-DoF accelerometer data (b) 3-DoF gyroscope data. حسب Saravanan Manoharan (21273304)

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Model testing results across different boxers with 15% of training dataset. حسب Saravanan Manoharan (21273304)

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Expert annotation of uncertain instances to refine model training. حسب Saravanan Manoharan (21273304)

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Literature review. حسب Saravanan Manoharan (21273304)

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IMU data and video synchronization. حسب Saravanan Manoharan (21273304)

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Punch types and its kinematics: (a) No punch (b) Long-range rear jab to head (c) Mid-range rear hook to head (d) Mid-range rear uppercut to head. حسب Saravanan Manoharan (21273304)

الموضوعات:

Combined Confusion matrix: (a) Rear hand punch recognition (b) Lead hand punch recognition. حسب Saravanan Manoharan (21273304)

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Confusion matrix-punch classification. حسب Saravanan Manoharan (21273304)

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Combined Confusion matrix: (a) Rear hand punch classification (b) Lead hand punch classification. حسب Saravanan Manoharan (21273304)

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Accuracy metrics with different percentage of the training dataset. حسب Saravanan Manoharan (21273304)

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Water level changes in the foresight scenarios. حسب Zihao Duan (17403792)

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Water level changes in the Caspian Sea. حسب Zihao Duan (17403792)

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Methods used to extract shoreline changes. حسب Zihao Duan (17403792)

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Coastline variations in different years. Map data were generated with Natural Earth (http://www.naturalearthdata.com/). حسب Zihao Duan (17403792)

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Study area of the Caspian Sea. حسب Zihao Duan (17403792)

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Morlet wavelet power spectrum of the sea level. حسب Zihao Duan (17403792)

الموضوعات:

(a) Change rates were calculated for each transect along the coastlines from 1985 to 2023; (b) Coastline change rates of the Caspian Sea based on the EPR and LRR. حسب Zihao Duan (17403792)

الموضوعات:

Water surface transitions from 1984 to 2021. The map data were generated by the Global Surface Water Explorer (https://global-surface-water.appspot.com/faq). حسب Zihao Duan (17403792)

الموضوعات:

The coastline changes of the Aral Sea from 1960 to 2023. Land cover data are from LANDSAT 8 ( حسب Zihao Duan (17403792)

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