Search Results - sleeping+behavior+monitoring

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High Resolution Full-Body In-Bed Pose Estimation Platform using Multimodal Sensing
INV-21014 Background Although computer vision has been extremely successful in employing deep neural networks for many visual perception applications, its use is still hindered when it comes to practical medical applications. This shortcoming is due to the factors include lack sample data, the cost of data gathering and labeling, patient privacy and...
Published: 10/15/2024   |   Inventor(s): Sarah Ostadabbas, Shuangjun Liu
Keywords(s): computer vision and deep learning, In-bed pose estimation, Sleeping behavior monitoring
Category(s): -Diagnostic Software, -Health, Diagnostics, Technology Classifications > 3. Computer Science > Software
In-Bed Pose Estimation using Under Cover Imaging via Thermal Diffusion
INV-19039 Background Human in-bed pose estimation has huge practical values in medical and healthcare applications, yet still mainly relies on expensive pressure mapping (PM) solutions which costs thousands of dollars. Methods via other sensing modalities such as depth sensing (e.g. Microsoft Kinect) or camera-based method (e.g. RGB videos) have...
Published: 9/10/2024   |   Inventor(s): Sarah Ostadabbas, Shuangjun Liu
Keywords(s): computer vision and deep learning, In-bed pose estimation, Sleeping behavior monitoring
Category(s): -Sensors tech, Technology Classifications > 3. Computer Science > Software