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07/24/2023
Automatic Infant Respiration Estimation from Video: A Deep Flow-based Algorithm and a Novel Public Benchmark
Respiration is a critical vital sign for infants, and continuous respira...
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06/05/2023
Bridging the Domain Gap between Synthetic and Real-World Data for Autonomous Driving
Modern autonomous systems require extensive testing to ensure reliabilit...
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05/29/2023
SPAC-Net: Synthetic Pose-aware Animal ControlNet for Enhanced Pose Estimation
Animal pose estimation has become a crucial area of research, but the sc...
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03/29/2023
A Video-based End-to-end Pipeline for Non-nutritive Sucking Action Recognition and Segmentation in Young Infants
We present an end-to-end computer vision pipeline to detect non-nutritiv...
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10/26/2022
Automatic Assessment of Infant Face and Upper-Body Symmetry as Early Signs of Torticollis
We apply computer vision pose estimation techniques developed expressly ...
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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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07/25/2022
Live Stream Temporally Embedded 3D Human Body Pose and Shape Estimation
3D Human body pose and shape estimation within a temporal sequence can b...
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07/19/2022
Computer Vision to the Rescue: Infant Postural Symmetry Estimation from Incongruent Annotations
Bilateral postural symmetry plays a key role as a potential risk marker ...
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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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10/13/2021
A Review on Human Pose Estimation
The phenomenon of Human Pose Estimation (HPE) is a problem that has been...
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08/23/2021
Interpreting Face Inference Models using Hierarchical Network Dissection
This paper presents Hierarchical Network Dissection, a general pipeline ...
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06/18/2021
Dynamical Deep Generative Latent Modeling of 3D Skeletal Motion
In this paper, we propose a Bayesian switching dynamical model for segme...
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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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10/13/2020
Infant Pose Learning with Small Data
With the increasing maturity of the human pose estimation domain, its ap...
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09/10/2020
Deep Switching Auto-Regressive Factorization:Application to Time Series Forecasting
We introduce deep switching auto-regressive factorization (DSARF), a dee...
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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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03/22/2020
Deep Markov Spatio-Temporal Factorization
We introduce deep Markov spatio-temporal factorization (DMSTF), a deep g...
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03/16/2020
G-LBM:Generative Low-dimensional Background Model Estimation from Video Sequences
In this paper, we propose a computationally tractable and theoretically ...
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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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09/20/2019
Target-Specific Action Classification for Automated Assessment of Human Motor Behavior from Video
Objective monitoring and assessment of human motor behavior can improve ...
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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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06/05/2019
Infant Contact-less Non-Nutritive Sucking Pattern Quantification via Facial Gesture Analysis
Non-nutritive sucking (NNS) is defined as the sucking action that occurs...
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02/03/2019
DeepPBM: Deep Probabilistic Background Model Estimation from Video Sequences
This paper presents a novel unsupervised probabilistic model estimation ...
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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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11/19/2018
Indoor GeoNet: Weakly Supervised Hybrid Learning for Depth and Pose Estimation
Humans naturally perceive a 3D scene in front of them through accumulati...
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11/18/2018
Facial Expression and Peripheral Physiology Fusion to Decode Individualized Affective Experience
In this paper, we present a multimodal approach to simultaneously analyz...
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08/30/2018
MMDF2018 Workshop Report
Driven by the recent advances in smart, miniaturized, and mass produced ...
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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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06/25/2018
The Emotional Voices Database: Towards Controlling the Emotion Dimension in Voice Generation Systems
In this paper, we present a database of emotional speech intended to be ...
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11/03/2017
Background Subtraction via Fast Robust Matrix Completion
Background subtraction is the primary task of the majority of video insp...
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11/03/2017
In-Bed Pose Estimation: Deep Learning with Shallow Dataset
Although human pose estimation for various computer vision (CV) applicat...
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06/13/2016