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3d Human sentence examples within Estimating 3d Human
Estimating 3D human poses from 2D joint positions is an illposed problem, and is further complicated by the fact that the estimated 2D joints usually have errors to which most of the 3D pose estimators are sensitive.
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3d Human sentence examples within Accurate 3d Human
3d Human sentence examples within Monocular 3d Human
Convolutional Neural Network based approaches for monocular 3D human pose estimation usually require a large amount of training images with 3D pose annotations.
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3d Human sentence examples within Person 3d Human
Multi-person 3D human pose estimation from a single image is a challenging problem, especially for in-the-wild settings due to the lack of 3D annotated data.
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This article tackles the problem of multi-person 3D human pose estimation based on monocular image sequence in a three-step framework: (1) we detect 2D human skeletons in each frame across the image sequence; (2) we track each person through the image sequence and identify the sequence of 2D skeletons for each person; (3) we reconstruct the 3D human skeleton for each person from the detected 2D human joints, by using prelearned base poses and considering the temporal smoothness.
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3d Human sentence examples within Realistic 3d Human
We achieve this using a new method, MoSh++, that converts mocap data into realistic 3D human meshes represented by a rigged body model.
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We explore the merits of both RGB and depth images and propose a new method called Single RGB-D Fitting (SRDF) to generate a realistic 3D human model with a single RGB-D shot from a consumer-grade depth camera.
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3d Human sentence examples within Reconstructing 3d Human
3d Human sentence examples within Estimate 3d Human
Our technique uses two "Fully Convolutional Networks" (FCNs) to estimate 3D Human pose (skeleton) from the corresponding 2D pose (skeleton), which can be estimated from a single RGB-image.
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This concept takes advantage of the recent development of CNNs to estimate 3D human poses from a monocular camera.
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3d Human sentence examples within Several 3d Human
Thus, we exploit the Occlusions Robust Pose Maps (ORPM) to fully describe several 3D human poses even in case of strong occlusions or cropping.
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We compare here key characteristics of different human cell models used in MN studies across recent years and show technical details of 19 different human cell lines used for MN assessment as well as several 3D human tissue models.
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3d Human sentence examples within Existing 3d Human
Existing 3D human pose estimation (3D-HPE) methods focus on reducing the overall joint error, resulting in endpoints and bone lengths with large errors.
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Existing 3D human pose estimation features either large scale training data, or high computation complexity due to the high degrees of freedom in 3D human poses.
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3d Human sentence examples within Reliable 3d Human
This protocol provided a simple, reproducible, and reliable 3D human tumor-based spheroid invasion assay using the HMDM/fibrin matrix.
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Automatic and reliable 3D human body fitting is necessary for many applications related to healthcare, digital ergonomics, avatar creation and security, especially in industrial contexts for large-scale product design.
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3d Human sentence examples within Generate 3d Human
Our model takes radio frequency (RF) signals as input, generates 3D human skeletons as an intermediate representation, and recognizes actions and interactions of multiple people over time.
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Thus, we provide a robust method to reproducibly generate 3D human midbrain organoids containing mDANs to investigate PD-relevant patho-mechanisms.
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3d Human sentence examples within Forecast 3d Human
We propose a Generative Adversarial Network (GAN) to forecast 3D human motion given a sequence of past 3D skeleton poses.
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We propose the use of a proportional-derivative (PD) control based policy learned via reinforcement learning (RL) to estimate and forecast 3D human pose from egocentric videos.
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3d Human sentence examples within Functional 3d Human
The objective of this study was to use propagated KS SSCs to form a functional 3D Human Testicular Organoid system (3D HTO) as a means of establishing a novel infertility treatment for KS patients.
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Here, we adapted a readily reproducible, functional 3D human multi-cell type cardiac system to emulate patient responses seen with doxorubicin and dexrazoxane.
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3d Human sentence examples within Throughput 3d Human
3d Human sentence examples within Relevant 3d Human
There is a great need for physiologically relevant 3D human cardiac scaffolds for both short-term, the development of drug testing platforms to screen new drugs across different genetic backgrounds, and longer term, the replacement of damaged or non-functional cardiac tissue after injury or infarction.
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This chapter highlights a methodology for the preparation of a physiologically relevant 3D human liver microtissue model which addresses most of the negative issues associated with the models used in traditional in vitro hepatic toxicological investigations.
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3d Human sentence examples within Recovering 3d Human
We describe an end-to-end method for recovering 3D human body mesh from single images and monocular videos.
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To aim at the problem of many researchers have only focused on recovering 3D human body information from color images, which is not accurate, causing great ambiguity and slow.
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3d Human sentence examples within Utilizing 3d Human
We further demonstrated that the role of YAP signaling is conserved in the developing human esophagus by utilizing 3D human pluripotent stem cell (hPSC)-derived esophageal organoid culture.
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3D Human Motion Indexing and Retrieval is an interesting problem due to the rise of several data-driven applications aimed at analyzing and/or re-utilizing 3D human skeletal data, such as data-driven animation, analysis of sports bio-mechanics, human surveillance etc.
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3d Human sentence examples within Complex 3d Human
Fasiglifam showed moderate cytotoxicity in human primary hepatocytes in the classical 2D cytotoxicity assays and also in the complex 3D human liver microtissue (hLiMT) after short‐term treatment (24 hours or 48 hours) with TC50 values of 56 to 68 µM (adenosine triphosphate endpoint).
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In this study, we used a 2D in vitro assay and a complex 3D human artificial lymph node model to predict the immunogenicity of protein aggregates of bevacizumab and adalimumab.
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3d Human sentence examples within 3d human pose
3d Human sentence examples within 3d human body
3d Human sentence examples within 3d human action
Experiments on three public datasets for 3D human action recognition (G3D-Gaming, UTD-MHAD multimodal action and Florence3D-Action), on two public datasets for re-identification (IAS-Lab RGBD-ID and BIWI-Lab RGBD-ID) and on one recent dataset for throwing motion of handball players (H3DD), proved the effectiveness of the proposed method.
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Long-term short-term memory (LSTM) networks exhibit outstanding performance in 3D human action recognition because they are capable of modeling dynamics and dependencies in sequential data.
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3d Human sentence examples within 3d human motion
Thus, for the first time a non-contact, non-intrusive 3D human motion model is proposed for gait disorder identification from impulse radio ultra-wide band (ITERATOR) with the understanding of spherical trigonometry and vector field.
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To train our network, we collect a new 3D human motion dataset capturing diverse total body motion of 40 subjects in a multiview system.
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3d Human sentence examples within 3d human shape
3d Human sentence examples within 3d human model
3d Human sentence examples within 3d human skin
Next, the authors generated 2 main cellular components of skin—fibroblasts and keratinocytes—from the gene-edited iPSCs, and used the skin cells to build 3D human skin equivalents, which were grafted onto mice.
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Here, we discovered that rhododenol treatment reduced the number of melanocytes in a pigmented 3D human skin model, Melanoderm™, confirming the melanocyte toxicity of RD.
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3d Human sentence examples within 3d human liver
Building on previous work, this study utilises a 3D human liver microtissue (MT) model (MT composed of mono-culture of hepatocytes or two different co-culture MT systems with non-parenchymal cell (NPC) fraction sourced from different donors) to investigate the importance of inter-donor variability of the non-parenchymal cell population in the overall governance of toxicological response following exposure to a panel of NMs.
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In this study, we scrutinize a 3D human liver microtissue (MT) model (composed of primary hepatocytes and non-parenchymal cells).
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3d Human sentence examples within 3d human mesh
In this work we propose a fully markerless, unsupervised, and automatic tool for the estimation of the extrinsic parameters of a camera network, based on 3D human mesh recovery from RGB videos.
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We achieve this using a new method, MoSh++, that converts mocap data into realistic 3D human meshes represented by a rigged body model.
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3d Human sentence examples within 3d human brain
The 3D human brain organ is an in vitro cultured organ that can be implemented by a researcher in recent years in a standard tissue culture chamber.
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For the delineation of potential defect in SPG11 brain development we employ 2D culture systems and 3D human brain organoids derived from SPG11 patients’ iPSC and controls.
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3d Human sentence examples within 3d human tumor
This protocol provided a simple, reproducible, and reliable 3D human tumor-based spheroid invasion assay using the HMDM/fibrin matrix.
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Here, we develop a method to isolate 3D human tumor organoids out of a Matrigel extracellular matrix into gelatin mass spectrometry compatible microarrays for high-throughput MS imaging analysis.
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3d Human sentence examples within 3d human face
The algorithm is implemented in the form of software and a group of interpolation algorithms is compared by the example of the problem of constructing a 3D human face model for a person’s recognition system.
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We demonstrate this approach with a hemispherical antenna that shifts resonant frequency as it changes shape and a flat lattice that transforms into a 3D human face.
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3d Human sentence examples within 3d human head
The result shows that 3D human head reconstruction gives better performance by employing GPU in the process as compared to CPU, where the GPU execution time is 3.
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