Researchers evaluate cross-view generalization in pose-based fall detection, demonstrating that sequential Transformers and coordinate augmentations enhance robustness across unseen camera ...
Researchers developed a multi-stream graph convolutional network and dataset to classify 13 martial arts categories on edge hardware, demonstrating development ...
A scoping review of 14 studies finds that vision-based markerless tool tracking in open surgery remains dominated by simulated data ...
Researchers combined YOLOv5, DeepSORT, OpenPose, BiLSTM and Dynamic Time Warping into a long jump teaching system that scored take-off movements ...
A 2026 hospital computer-vision study combined small-object detection, wrist-position checks and memory-enhanced motion analysis to identify hazards and abnormal behavior ...
A lightweight pose-estimation model recognized six fitness actions and counted four types of repetitions with 94.37% accuracy in a 200-video ...
A new study of 500 elite throwing clips shows that modeling the four biomechanical phases of a throw reduces prediction ...
A vision-based machine learning study of 61 dementia care residents found that ceiling-mounted cameras and gait analysis could detect gait ...
The distinction between assessment and control is central to understanding why this framework represents a meaningful step forward for collaborative ...
A new deep learning system distills a high-accuracy pose estimation model into a lightweight edge-deployable AI coach that corrects athletes' ...
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