Search Results - computer+vision+and+deep+learning

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Faster and Accurate Neural Networks with Semantic Inference
SINF intelligently clusters inputs to selectively engage DNN subgraphs, reducing computational load while maintaining high accuracy. Copy Image URL via instructions below https://nu.testtechnologypublisher.com/files/sites/mark-saulich-21.jpg Background The deployment of Deep Neural Networks in real-world applications faces significant challenges...
Published: 9/10/2024   |   Inventor(s): Francesco Restuccia, Jonathan Ashdown, A Q M Sazzad Sayyed
Keywords(s): Artificial intelligence, computer vision and deep learning, Efficient computing
Category(s): Technology Classifications > 3. Computer Science
Pressure Eye: In-bed Contact Pressure Estimation via Contact-less Imaging
rder-collapse: collapse; } INV-21122 Background Pressure ulcers are a localized injury to the skin or underlying tissue usually over a bony prominence as a result of pressure. Pressure ulcers have been reported as the third most costly and deadly complication after cancer and cardiovascular diseases. In the United States, each year about 2.5...
Published: 9/10/2024   |   Inventor(s): Shuangjun Liu, Sarah Ostadabbas
Keywords(s): bedsores, computer vision and deep learning, Medical/Health, pressure ulcer
Category(s): Technology Classifications > 3. Computer Science > AI, Technology Classifications > 3. Computer Science > Software
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: 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): -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