Author

Syed Tousiful Haque

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Sep 2026

SmartFallMM: A Multimodal Dataset for Fall Detection Using Commodity Devices

Wearable sensor-based fall detection systems that rely solely on inertial measurement unit (IMU) data are prone to high false-positive rates, particularly for subtle ”soft falls.” While incorporating multimodal data can substantially improve detection accuracy, existing multimodal datasets typically depend on specializ...

Syed Tousiful Haque, Awatif Yasmin, Minakshi Debnath et al. · IEEE Sensors Journal · 0 citations

RightFeatKD: Selective Feature-based Knowledge Distillation

RightFeatKD is proposed, a novel feature-based distillation framework that captures rich semantic knowledge from the intermediate representations of the teacher model using a specialized loss function, ensuring reliable and meaningful supervision.

Syed Tousiful Haque, Yan Yan, Anne Hee et al. · 0 citations