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Deep learning for computer vision based activity recognition and fall detection of the elderly: a systematic review
As the proportion of elderly individuals in developed countries continues to rise globally,
addressing their healthcare needs, particularly in preserving their autonomy, is of paramount …
addressing their healthcare needs, particularly in preserving their autonomy, is of paramount …
Fall detection paradigm for embedded devices based on yolov8
Human-action recognition attempts to determine which deed occurs by people. Owing to the
wide spectrum of human activities, action recognition spans a wide range. Among all, falls …
wide spectrum of human activities, action recognition spans a wide range. Among all, falls …
Ranksearch: An automatic rank search towards optimal tensor compression for video lstm networks on edge
Various industrial and domestic applications call for optimized lightweight video LSTM
network models on edge. The recent tensor-train method can transform space-time features …
network models on edge. The recent tensor-train method can transform space-time features …
Towards LLM-guided Efficient and Interpretable Multi-linear Tensor Network Rank Selection
We propose a novel framework that leverages large language models (LLMs) to guide the
rank selection in tensor network models for higher-order data analysis. By utilising the …
rank selection in tensor network models for higher-order data analysis. By utilising the …
A fall detection network by 2d/3d spatio-temporal joint models with tensor compression on edge
Falling is ranked highly among the threats in elderly healthcare, which promotes the
development of automatic fall detection systems with extensive concern. With the fast …
development of automatic fall detection systems with extensive concern. With the fast …
Efficient fall detection for a healthcare robot system based on 3-axis accelerometer and depth sensor fusion with lstm networks
Fall detection is one of the most important functions for a healthcare robot system because
falls are very dangerous for older people and might lead to death if failed to provide prompt …
falls are very dangerous for older people and might lead to death if failed to provide prompt …