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3d human pose estimation with spatio-temporal criss-cross attention
Recent transformer-based solutions have shown great success in 3D human pose
estimation. Nevertheless, to calculate the joint-to-joint affinity matrix, the computational cost …
estimation. Nevertheless, to calculate the joint-to-joint affinity matrix, the computational cost …
Mixste: Seq2seq mixed spatio-temporal encoder for 3d human pose estimation in video
Recent transformer-based solutions have been introduced to estimate 3D human pose from
2D keypoint sequence by considering body joints among all frames globally to learn spatio …
2D keypoint sequence by considering body joints among all frames globally to learn spatio …
Ktpformer: Kinematics and trajectory prior knowledge-enhanced transformer for 3d human pose estimation
This paper presents a novel Kinematics and Trajectory Prior Knowledge-Enhanced
Transformer (KTPFormer) which overcomes the weakness in existing transformer-based …
Transformer (KTPFormer) which overcomes the weakness in existing transformer-based …
From proxemics theory to socially-aware navigation: A survey
In the context of a growing interest in modelling human behavior to increase the robots'
social abilities, this article presents a survey related to socially-aware robot navigation. It …
social abilities, this article presents a survey related to socially-aware robot navigation. It …
Layered costmaps for context-sensitive navigation
Many navigation systems, including the ubiquitous ROS navigation stack, perform path-
planning on a single costmap, in which the majority of information is stored in a single grid …
planning on a single costmap, in which the majority of information is stored in a single grid …
Computational human-robot interaction
We present a systematic survey of computational research in humanrobot interaction (HRI)
over the past decade. Computational HRI is the subset of the field that is specifically …
over the past decade. Computational HRI is the subset of the field that is specifically …
Global adaptation meets local generalization: Unsupervised domain adaptation for 3d human pose estimation
When applying a pre-trained 2D-to-3D Human Pose lifting model to a target unseen dataset,
a large performance degradation is commonly encountered due to domain shift issues. We …
a large performance degradation is commonly encountered due to domain shift issues. We …
Self-supervised 3d human pose estimation via part guided novel image synthesis
Camera captured human pose is an outcome of several sources of variation. Performance of
supervised 3D pose estimation approaches comes at the cost of dispensing with variations …
supervised 3D pose estimation approaches comes at the cost of dispensing with variations …
Multi-hypothesis representation learning for transformer-based 3D human pose estimation
Despite significant progress, estimating 3D human poses from monocular videos remains a
challenging task due to depth ambiguity and self-occlusion. Most existing works attempt to …
challenging task due to depth ambiguity and self-occlusion. Most existing works attempt to …
On-line collision avoidance for collaborative robot manipulators by adjusting off-line generated paths: An industrial use case
Human–robot collision avoidance is a key in collaborative robotics and in the framework of
Industry 4.0. It plays an important role for achieving safety criteria while having humans and …
Industry 4.0. It plays an important role for achieving safety criteria while having humans and …