The babypose dataset

Author: okfi

August undefined, 2024

Webfrom 16 preterm infants (the babyPose dataset) to ex-perimentally investigate the research hypothesis. To the best of our knowledge, this is the ﬁrst attempt to investigate spatio-temporal features for automatic infants’ pose estimation from videos acquired in the actual clinical practice. It is worth noting that we intentionally focused our WebOct 15, 2024 · The babyPose dataset, which originally consisted of depth videos from 16 preterm infants, here counts 27 videos from 27 preterm infants. All the videos were acquired in the NICU of the “G. Salesi” Hospital in Ancona. Compatibly with the pandemic situation, we worked to increase the babyPose dataset size.

The babyPose dataset

WebThe babyPose dataset Lucia Migliorelli, Sara Moccia, Rocco Pietrini, Virgilio Paolo Carnielli, Emanuele Frontoni; Affiliations Lucia Migliorelli Department of Information Engineering, … Web10 rows · Dec 1, 2024 · The babyPose dataset was a collection of 16 depth videos of 16 preterm infants, acquired in the ... dialysis thrill and bruit

(PDF) The babyPose dataset - ResearchGate

WebThis dataset represents a unique resource for artificial intelligence researchers that want to develop algorithms to provide healthcare professionals working in NICUs with decision … WebThe babyPose dataset consisted of: (i) sixteen folders (one per patient) and (ii) two ∗.xlsx ﬁles, the babyPose-train.xlsx and the babyPose-test.xlsx, respectively. Each folder collects the extracted depth images (size = 480 ×640 pixels), saved in ∗.png format both at 8 bit (∗ 8bit.png) and 16 bit (∗ 16bit.png) resolution per channel. WebComparison between WGANs and AR network for PF00014 dataset. After having compared the results of WGANs and AR network in the sensitivity plot, one may wonder if the two types models are predicting more or less the same set of true contacts, or if they are able to predict different sets of contacts. dialysis thermofisher

The babypose dataset

WebThe babyPose dataset collects frames from depth videos acquired with the Orbbec® camera placed over the cribs of 16 preterm infants hospitalized in NICU of the G.Salesi … WebThis dataset represents a unique resource for artificial intelligence researchers that want to develop algorithms to provide healthcare professionals working in NICUs with decision …

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WebThe babyPose dataset. Lucia Migliorelli, Sara Moccia, Rocco Pietrini, Virgilio Paolo Carnielli, Emanuele Frontoni. Article 106329 Download PDF. Article preview. select article Conductivity and radio frequency performance data for silver nanoparticle inks deposited via aerosol jet deposition and processed under varying conditions. WebFig. 1. Depth-image acquisition setup. The depth camera (yellow boxes) is positioned at 40cm over the infant’s crib and does not hinder health-operator movements. An example …

WebSep 26, 2024 · Hence, the babyPose dataset is the first annotated dataset of depth images relevant to preterm infants' movement analysis. Depth-image acquisition setup. The depth … WebThe CNNs are implemented to encode connectivity in the temporal direction through 3D convolution. Assessment of the proposed framework is performed through a comprehensive study with sixteen depth videos acquired in the actual clinical practice from sixteen preterm infants (the babyPose dataset).

Webpreterm infants (the babyPose dataset). Results: When ap-plied to pose estimation, the median root mean square dis-tance, computed among all limbs, between the estimated and the ground-truth pose was 9.06 pixels, overcoming approaches based on spatial features only (11.27 pixels). Conclusion: Results showed that the spatio-temporal fea- WebThe babyPose dataset Lucia Migliorelli, Sara Moccia, Rocco Pietrini, Virgilio Paolo Carnielli, Emanuele Frontoni; Affiliations Lucia Migliorelli Department of Information Engineering, Università Politecnica delle Marche, Ancona (Italy); Corresponding author. Sara Moccia Department of Information Engineering, Università ...

WebJun 21, 2024 · BabyPose: Real-Time Decoding of Baby’s Non-Verbal Communication Using 2D Video-Based Pose ... This is the first study to estimate poses on babies. In this paper, a …

WebThe CNNs are implemented to encode connectivity in the temporal direction through 3D convolution. Assessment of the proposed framework is performed through a … circe griekse mythologieWebThe database here described contains data relevant to preterm infants' movement acquired in neonatal intensive care units (NICUs). The data consists of 16 depth videos recorded during the actual clinical practice. Each video consists of 1000 frames (i.e., 100s). The dataset was acquired at the NICU of the Salesi Hospital, Ancona (Italy). Each frame was … dialysis thsWebAug 4, 2024 · 3.2 The BabyPose Dataset. Since the GMA relies on the observation of limb movements, the infant’s body was modeled as a set of 12 joints (shoulders, elbows, and wrists; hips, knees, and ankles) and the eight joint-connections between them. dialysis tiffin ohioWebSignificance: Our work not only provides a larger infant pose dataset to make up for the deficiencies of babyPose, but also proposes a new framework for quickly establishing high-quality dataset. dialysis through stomachWebJun 21, 2024 · BabyPose: Real-Time Decoding of Baby’s Non-Verbal Communication Using 2D Video-Based Pose ... This is the first study to estimate poses on babies. In this paper, a baby pose dataset is created from 156 video clips through online video sharing platforms. Key-points are obtained from three different pose estimators - OpenPose ... dialysis through neckWebThis dataset represents a unique resource for artificial intelligence researchers that want to develop algorithms to provide healthcare professionals working in NICUs with decision support. Hence, the babyPose dataset is the first annotated dataset of depth images relevant to preterm infants' movement analysis. circe healthcare palm desertWebThe babyPose dataset (Q100752589) From Wikidata. Jump to navigation Jump to search. scientific article published on 26 September 2024. edit. Language Label Description Also known as; English: The babyPose dataset. scientific article published on 26 September 2024. Statements. instance of. scholarly article. 1 reference. stated in. circe healthcare solutions inc