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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- WebOct 15, 2024 · Dataset. The dataset used in this work expanded the babyPose dataset presented in Migliorelli et al. (2024) by adding 11 depth videos, for a total of 27 depth videos. All videos were acquired in the NICU of the G. Salesi Hospital in Ancona, Italy. The infants were identified by clinicians in the NICU among those who were spontaneously breathing.

(PDF) Supine Infant Pose Estimation via Single Depth Image

WebJun 6, 2024 · Results: When applied to pose estimation, the median root mean square distance (RMSD) calculated among all limbs is 4.12 pixels, which is much lower than the … Web10 rows · Dec 1, 2024 · The babyPose dataset was a collection of 16 depth videos of 16 preterm infants, acquired in the ... green light means in traffic https://e-shikibu.com

Preterm Infants

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. WebThis 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. Agid: 7252972 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 of the acquired depth frame is showed on the top left corner (orange box). - … flying craftsman

The babyPose dataset - Data in Brief

Category:BabyPose: Real-Time Decoding of Baby’s Non-Verbal …

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The babypose dataset

BabyPose: Real-Time Decoding of Baby’s Non-Verbal …

WebMay 8, 2024 · The 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). 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 baby pose dataset is created from 156 video clips through online video sharing platforms. Key-points are obtained from three different pose estimators - OpenPose ...

The babypose dataset

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WebThe CNNs are implemented to encode connectivity in the temporal direction through 3D convolution. Assessment of the proposed framework is performed through a … WebThe 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.

WebThis 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. 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 ...

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). WebSignificance: 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.

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. flying craneWebSep 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 … flying c ranchgreen light meaning militaryWebThis dataset represents a unique resource for artificial intelligence researchers that want to develop algorithms to provide healthcare professionals working in NICUs with decision … green light mcconaugheyWebFig. 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 … flying craftsWebJun 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 … greenlight media and marketingWebThe babyPose dataset Lucia Migliorelli, Sara Moccia, Rocco Pietrini, Virgilio Paolo Carnielli, Emanuele Frontoni; Affiliations Lucia Migliorelli Department of Information Engineering, … flying c ranch ca