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mh.MUHAMMAD HUSNAIN

42nd Asian Conference on Remote Sensing

Weed identification using vegetation indices and multispectral UAV imaging

Noor Asim, Muhammad Shahzad Sarfraz, Muhammad Ahmad, Numan Shafi & Muhammad Husnain

Research summary

Uses UAV imagery, vegetation indices and U-Net segmentation to identify weed regions in maize at later growth stages.

Published architecture or figure for Finding weeds from above — Figure excerpt from the linked publication. Labels and colours are preserved.

Approach and contribution

GNDVI- and NDRE-derived reference masks guide the segmentation pipeline. The paper reports IoU of 0.81 for GNDVI and 0.75 for NDRE.

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This page summarises the public publication record. The original paper defines the method, evaluation protocol and scope of its findings.

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