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cs.CV2026
You Don't Need Attention: Gated Convolutional Modeling for Watch-Based Fall Detection
Sana Alamgeer, Ronish Kumar, Awatif Yasmin +2
Existing deep learning approaches for wearable fall detection systems rely on self-attention mechanisms that impose quadratic computational overhead, distributing weights across al…
cs.CV2025
Deep Hybrid Model for Region of Interest Detection in Omnidirectional Videos
Sana Alamgeer, Mylene Farias, Marcelo Carvalho
The main goal of the project is to design a new model that predicts regions of interest in 360 videos. The region of interest (ROI) plays an important role in 360$^{\circ…