The babypose dataset
WebSep 26, 2024 · The babyPose dataset @article{Migliorelli2024TheBD, title={The babyPose dataset}, author={Lucia Migliorelli and Sara Moccia and Rocco Pietrini and Virgilio Paolo … WebThe 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 …
The babypose dataset
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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. 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.
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 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 …
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). 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).
WebAug 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.
WebThis dataset represents a unique resource for artificial intelligence researchers that want to develop algorithms to provide healthcare professionals working in NICUs with decision … iphone app measure square footageWebJun 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 … orange beach beach rentalsWebJun 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 ... iphone app maker software free macWebThis dataset represents a unique resource for artificial intelligence researchers that want to develop algorithms to provide healthcare professionals working in NICUs with decision … iphone app mediathekWebThe CNNs are implemented to encode connectivity in the temporal direction through 3D convolution. Assessment of the proposed framework is performed through a … orange beach beachfront house rentalsWebThe 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 ... iphone app layout ideasWebJun 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 … iphone app news feed