Y
Yan Zhang
Researcher at University of Ulm
Publications - 3
Citations - 51
Yan Zhang is an academic researcher from University of Ulm. The author has contributed to research in topics: Deep learning & Pain assessment. The author has an hindex of 2, co-authored 3 publications receiving 36 citations.
Papers
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Journal ArticleDOI
Multi-Modal Pain Intensity Recognition Based on the SenseEmotion Database
Patrick Thiam,Viktor Kessler,Mohammadreza Amirian,Peter Bellmann,Georg Layher,Yan Zhang,Maria Velana,Sascha Gruss,Steffen Walter,Harald C. Traue,Daniel Schork,Jonghwa Kim,Elisabeth André,Heiko Neumann,Friedhelm Schwenker +14 more
TL;DR: Three distinctive modalities consisting of audio, video and physiological channels are assessed and combined for the classification of several levels of pain elicitation and an extensive assessment of several fusion strategies is carried out in order to design a classification architecture that improves the performance of the pain recognition system.
Book ChapterDOI
An Empirical Study Towards Understanding How Deep Convolutional Nets Recognize Falls
Yan Zhang,Heiko Neumann +1 more
TL;DR: This paper performs a systematical empirical study, attempting to investigate the underlying fall recognition process, and reveals the patterns that the nets tend to learn, and several factors that can heavily influence the performances on fall recognition.
Posted Content
An Empirical Study towards Understanding How Deep Convolutional Nets Recognize Falls
Yan Zhang,Heiko Neumann +1 more
TL;DR: Wang et al. as discussed by the authors performed a systematical empirical study, attempting to investigate the underlying fall recognition process, and obtained quantitative and qualitative results reveal the patterns that the nets tend to learn, and several factors that can heavily influence the performances on fall recognition.