Performance improvements:The ability of RCR to generate candidate region segments from the input X-ray imagery enables the framework to identify prohibited items effectively from the region proposals rather than whole baggage scans, also allowing the framework to be less susceptible to the intrinsically...
Specifically, work from this study will aim to deploy this form of technology within free-living environments to assess other cohorts with elevated fall risk, such as people with Parkinson’s Disease (PD). For example, using a model like VAFRA with video-based eye tracking glasses during IMU...
We employ five cascaded graph residual blocks to form the feature learning module F. We first employ this module to learn the feature map Fin from input vertices Vin. The watermark encoder E is responsible for encoding the input watermark into a latent code zw by a fully connected layer. ...
supine, and lateral positions. To intuitively represent postural information, we normalize the rotation angles of the major and minor axes (angles in the range of (-360,360)) to form a two-dimensional vector as the postural vector. To make...
“decompresses” these representations and reconstructs the data into its original form. Finally, the output result is compared with the actual data. In this paper, we leverage the ability of autoencoder to generate specific data through training and generate unique images as triggers for model ...
The four selected representative patches were then combined to form a synthesized image. The label was calculated using the area covered by each class, with a sum of 1. The portion of the area occupied by each class can be interpreted as a probability associated with that specific class, ...
Ayana and Choe [43] investigated the effectiveness of ViT for classifying BUS images by introducing a novel method for transfer learning. In ref. [44], an architecture (SAFNet) was proposed that combines ResNet-18 and a spatial attention mechanism to form a backbone for feature extraction. ...
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These developmental aspects shape communication skills and form the foundation for cognitive and socioemotional abilities essential for successful adaptation in later life stages. Comprehensive research is vital for informing early intervention strategies that promote healthy development and address potential long...