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08/30/2022
Prior-Aware Synthetic Data to the Rescue: Animal Pose Estimation with Very Limited Real Data
Accurately annotated image datasets are essential components for studyin...
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01/27/2022
Pressure Eye: In-bed Contact Pressure Estimation via Contact-less Imaging
Computer vision has achieved great success in interpreting semantic mean...
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05/23/2021
Heuristic Weakly Supervised 3D Human Pose Estimation in Novel Contexts without Any 3D Pose Ground Truth
Monocular 3D human pose estimation from a single RGB image has received ...
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05/23/2021
Adapted Human Pose: Monocular 3D Human Pose Estimation with Zero Real 3D Pose Data
The ultimate goal for an inference model is to be robust and functional ...
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08/20/2020
Simultaneously-Collected Multimodal Lying Pose Dataset: Towards In-Bed Human Pose Monitoring under Adverse Vision Conditions
Computer vision (CV) has achieved great success in interpreting semantic...
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12/26/2019
Development of Use-specific High Performance Cyber-Nanomaterial Optical Detectors by Effective Choice of Machine Learning Algorithms
Due to their inherent variabilities, nanomaterial-based sensors are chal...
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07/03/2019
Seeing Under the Cover: A Physics Guided Learning Approach for In-Bed Pose Estimation
Human in-bed pose estimation has huge practical values in medical and he...
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01/27/2019
Bayesian Inference-enabled Precise Optical Wavelength Estimation using Transition Metal Dichalcogenide Thin Films
Despite its ability to draw precise inferences from large and complex da...
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08/08/2018
A Semi-Supervised Data Augmentation Approach using 3D Graphical Engines
Deep learning approaches have been rapidly adopted across a wide range o...
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08/06/2018
Inner Space Preserving Generative Pose Machine
Image-based generative methods, such as generative adversarial networks ...
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11/03/2017