Sven Bambach
Sven Bambach
Data Science & Machine Learning at Nationwide Children's Hospital
Verified email at nationwidechildrens.org - Homepage
Title
Cited by
Cited by
Year
Lending A Hand: Detecting Hands and Recognizing Activities in Complex Egocentric Interactions
S Bambach, S Lee, DJ Crandall, C Yu
The IEEE International Conference on Computer Vision (ICCV), 2015
2092015
This hand is my hand: A probabilistic approach to hand disambiguation in egocentric video
S Lee, S Bambach, DJ Crandall, JM Franchak, C Yu
Computer Vision and Pattern Recognition Workshops (CVPRW), 2014 IEEE …, 2014
412014
Toddler-Inspired Visual Object Learning
S Bambach, D Crandall, L Smith, C Yu
Advances in Neural Information Processing Systems 31, 1201--1210, 2018
272018
Understanding embodied visual attention in child-parent interaction
S Bambach, DJ Crandall, C Yu
2013 IEEE Third Joint International Conference on Development and Learning …, 2013
222013
Active Viewing in Toddlers Facilitates Visual Object Learning: An Egocentric Vision Approach
S Bambach, DJ Crandall, LB Smith, C Yu
Proceedings of the 38th Annual Conference of the Cognitive Science Society …, 2016
21*2016
A Survey on Recent Advances of Computer Vision Algorithms for Egocentric Video
S Bambach
arXiv preprint arXiv:1501.02825, 2013
162013
Objects in the Center: How the Infant’s Body Constrains Infant Scenes
S Bambach, LB Smith, DJ Crandall, C Yu
Development and Learning and Epigenetic Robotics (ICDL), 2016 IEEE Sixth …, 2016
152016
Detecting Hands in Children’s Egocentric Views to Understand Embodied Attention during Social Interaction
S Bambach, JM Franchak, DJ Crandall, C Yu
Proceedings of the 36th Annual Conference of the Cognitive Science Society …, 2014
142014
Viewpoint Integration for Hand-Based Recognition of Social Interactions from a First-Person View
S Bambach, DJ Crandall, C Yu
17th ACM International Conference on Multimodal Interaction (ICMI), 2015
132015
An egocentric perspective on active vision and visual object learning in toddlers
S Bambach, DJ Crandall, LB Smith, C Yu
2017 Joint IEEE International Conference on Development and Learning and …, 2017
62017
Exploring inter-observer differences in first-person object views using deep learning models
S Bambach, Z Zhang, DJ Crandall, C Yu
Proceedings of the IEEE International Conference on Computer Vision …, 2017
52017
From Coarse Attention to Fine-Grained Gaze: A Two-stage 3D Fully Convolutional Network for Predicting Eye Gaze in First Person Video
Z Zhang, S Bambach, C Yu, DJ Crandall
British Machine Vision Conference, 2018
42018
A View of Their Own: Capturing the Egocentric View of Infants and Toddlers with Head-Mounted Cameras
JI Borjon, SE Schroer, S Bambach, LK Slone, DH Abney, DJ Crandall, ...
JoVE (Journal of Visualized Experiments), e58445, 2018
22018
Estimating head motion from egocentric vision
S Tsutsui, S Bambach, D Crandall, C Yu
Proceedings of the 20th ACM International Conference on Multimodal …, 2018
12018
Tracking hands of interacting people in egocentric video
S Bambach, S Lee, DJ Crandall, JM Franchak, C Yu
Proceedings of IEEE Computer Society Workshop on observing and understanding …, 2015
12015
Real-Time Foosball Game State Tracking
S Bambach, S Lee
Tech. rep., School of Informatics and ComputingIndiana University, 2012
12012
Evaluation of an Activity Tracker to Detect Seizures Using Machine Learning
J Mittlesteadt, S Bambach, A Dawes, E Wentzel, A Debs, E Sezgin, ...
Journal of Child Neurology, 0883073820937515, 2020
2020
Figure Correction: Detecting Screams From Home Audio Recordings to Identify Tantrums: Exploratory Study Using Transfer Machine Learning
R O'Donovan, E Sezgin, S Bambach, E Butter, S Lin
JMIR Formative Research 4 (7), e21591, 2020
2020
The Deterioration Risk Index: Predicting Pediatric Inpatient Deterioration with Machine Learning and the Electronic Health Record
T Gorham, S Rust, S Bambach, L Rust, J Hoffman, Y Huang, S Lin, ...
Pediatrics 146 (1 MeetingAbstract), 229-230, 2020
2020
Detecting Screams From Home Audio Recordings to Identify Tantrums: Exploratory Study Using Transfer Machine Learning
R O'Donovan, E Sezgin, S Bambach, E Butter, S Lin
JMIR Formative Research 4 (6), e18279, 2020
2020
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Articles 1–20