Search Results - "Shi, Henglin"

Hyperbolic Deep Neural Networks: A Survey by Peng, Wei, Varanka, Tuomas, Mostafa, Abdelrahman, Shi, Henglin, Zhao, Guoying

“…Recently, hyperbolic deep neural networks (HDNNs) have been gaining momentum as the deep representations in the hyperbolic space provide high fidelity…”
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SMG: A Micro-gesture Dataset Towards Spontaneous Body Gestures for Emotional Stress State Analysis by Chen, Haoyu, Shi, Henglin, Liu, Xin, Li, Xiaobai, Zhao, Guoying

“…We explore using body gestures for hidden emotional state analysis. As an important non-verbal communicative fashion, human body gestures are capable of…”
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Analyzing the group sparsity based on the rank minimization methods by Zhiyuan Zha, Xin Liu, Xiaohua Huang, Henglin Shi, Yingyue Xu, Qiong Wang, Lan Tang, Xinggan Zhang

“…Sparse coding has achieved a great success in various image processing studies. However, there is not any benchmark to measure the sparsity of image…”
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3D Skeletal Gesture Recognition via Hidden States Exploration by Liu, Xin, Shi, Henglin, Hong, Xiaopeng, Chen, Haoyu, Tao, Dacheng, Zhao, Guoying

“…Temporal dynamics is an open issue for modeling human body gestures. A solution is resorting to the generative models, such as the hidden Markov model (HMM)…”
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iMiGUE: An Identity-free Video Dataset for Micro-Gesture Understanding and Emotion Analysis by Liu, Xin, Shi, Henglin, Chen, Haoyu, Yu, Zitong, Li, Xiaobai, Zhao, Guoying

“…We introduce a new dataset for the emotional artificial intelligence research: identity-free video dataset for Micro-Gesture Understanding and Emotion analysis…”
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Multiscale 3D-Shift Graph Convolution Network for Emotion Recognition From Human Actions by Shi, Henglin, Peng, Wei, Chen, Haoyu, Liu, Xin, Zhao, Guoying, Cambria, Erik

“…Emotion recognition from body gestures is challenging since similar emotions can be expressed by arbitrary spatial configurations of joints, which results in…”
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Intrinsic-Extrinsic Preserved GANs for Unsupervised 3D Pose Transfer by Chen, Haoyu, Tang, Hao, Shi, Henglin, Peng, Wei, Sebe, Nicu, Zhao, Guoying

“…With the strength of deep generative models, 3D pose transfer regains intensive research interests in recent years. Existing methods mainly rely on a variety…”
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Efficient Dense-Graph Convolutional Network with Inductive Prior Augmentations for Unsupervised Micro-Gesture Recognition by Shah, Atif, Chen, Haoyu, Shi, Henglin, Zhao, Guoying

“…Skeleton-based action/gesture recognition has already witnessed excellent progress on processing large-scale, laboratory-based datasets with pre-defined…”
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Analyze Spontaneous Gestures for Emotional Stress State Recognition: A Micro-gesture Dataset and Analysis with Deep Learning by Chen, Haoyu, Liu, Xin, Li, Xiaobai, Shi, Henglin, Zhao, Guoying

“…Emotions are central for human intelligence and should have a similar role in AI. When it comes to emotion recognition, however, analysis cues for robots were…”
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Exploring Interactions and Regulations in Collaborative Learning: An Interdisciplinary Multimodal Dataset by Li, Yante, Liu, Yang, Nguyen, KhÁnh, Shi, Henglin, Vuorenmaa, Eija, Jarvela, Sanna, Zhao, Guoying

“…Collaborative learning is an educational approach that enhances learning through shared goals and working together. Interaction and regulation are two…”
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Hyperbolic Deep Neural Networks: A Survey by Peng, Wei, Varanka, Tuomas, Mostafa, Abdelrahman, Shi, Henglin, Zhao, Guoying

“…Recently, there has been a rising surge of momentum for deep representation learning in hyperbolic spaces due to theirhigh capacity of modeling data like…”
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Intrinsic-Extrinsic Preserved GANs for Unsupervised 3D Pose Transfer by Chen, Haoyu, Tang, Hao, Shi, Henglin, Peng, Wei, Sebe, Nicu, Zhao, Guoying

“…With the strength of deep generative models, 3D pose transfer regains intensive research interests in recent years. Existing methods mainly rely on a variety…”
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iMiGUE: An Identity-free Video Dataset for Micro-Gesture Understanding and Emotion Analysis by Liu, Xin, Shi, Henglin, Chen, Haoyu, Yu, Zitong, Li, Xiaobai, Zhaoz?, Guoying

“…We introduce a new dataset for the emotional artificial intelligence research: identity-free video dataset for Micro-Gesture Understanding and Emotion analysis…”
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Hidden States Exploration for 3D Skeleton-Based Gesture Recognition by Liu, Xin, Shi, Henglin, Hong, Xiaopeng, Chen, Haoyu, Tao, Dacheng, Zhao, Guoying

“…3D skeletal data has recently attracted wide attention in human behavior analysis for its robustness to variant scenes, while accurate gesture recognition is…”
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Analyzing the group sparsity based on the rank minimization methods by Zha, Zhiyuan, Liu, Xin, Huang, Xiaohua, Shi, Henglin, Xu, Yingyue, Wang, Qiong, Tang, Lan, Zhang, Xinggan

“…Sparse coding has achieved a great success in various image processing studies. However, there is not any benchmark to measure the sparsity of image…”
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