The babypose dataset
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.
The babypose dataset
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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). - … WebJun 6, 2024 · Significance: 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.
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 … 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 …
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 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 babyPose dataset (Q100752589) From Wikidata. Jump to navigation Jump to search. scientific article published on 26 September 2024. edit. Language Label Description Also …
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- btof iaiWebJun 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 … b to f# intervalWebJun 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 … bto firecrestWeb5 rows · Jun 12, 2024 · The babyPose dataset consisted of: (i) sixteen folders (one per patient) and (ii) two *.xlsx ... exit 357 bandWebJan 24, 2024 · Concerning pose estimation in newborns, the babyPose dataset contains data relevant to preterm children’s movement acquired in NICUs. The data consist of 16 depth videos recorded during the actual clinical practice. Each video consists of 1000 frames (i.e., 100 s). The dataset was acquired at the NICU of the Salesi Hospital, Ancona … exit 37 on taconicWebThe 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. exit 352 on i 75 floridaWebMay 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). exit 39 on 93 north