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Egoexolearn: A dataset for bridging asynchronous ego-and exo-centric view of procedural activities in real world
Being able to map the activities of others into one's own point of view is one fundamental
human skill even from a very early age. Taking a step toward understanding this human …
human skill even from a very early age. Taking a step toward understanding this human …
A survey of visual affordance recognition based on deep learning
D Chen, D Kong, J Li, S Wang… - IEEE Transactions on Big …, 2023 - ieeexplore.ieee.org
Visual affordance recognition is an important research topic in robotics, human-computer
interaction, and other computer vision tasks. In recent years, deep learning-based …
interaction, and other computer vision tasks. In recent years, deep learning-based …
Egochoir: Capturing 3d human-object interaction regions from egocentric views
Understanding egocentric human-object interaction (HOI) is a fundamental aspect of human-
centric perception, facilitating applications like AR/VR and embodied AI. For the egocentric …
centric perception, facilitating applications like AR/VR and embodied AI. For the egocentric …
Empower dexterous robotic hand for human-centric smart manufacturing: A perception and skill learning perspective
Recent rapid developments of dexterous robotic hands have greatly enhanced the
manipulative capabilities of robots, enabling them to perform industrial tasks in human-like …
manipulative capabilities of robots, enabling them to perform industrial tasks in human-like …
Multi-label affordance map** from egocentric vision
Accurate affordance detection and segmentation with pixel precision is an important piece in
many complex systems based on interactions, such as robots and assitive devices. We …
many complex systems based on interactions, such as robots and assitive devices. We …
Diagnosing human-object interaction detectors
We have witnessed significant progress in human-object interaction (HOI) detection.
However, relying solely on mAP (mean Average Precision) scores as a summary metric …
However, relying solely on mAP (mean Average Precision) scores as a summary metric …
FineBio: a fine-grained video dataset of biological experiments with hierarchical annotation
In the development of science, accurate and reproducible documentation of the
experimental process is crucial. Automatic recognition of the actions in experiments from …
experimental process is crucial. Automatic recognition of the actions in experiments from …
Text-driven Affordance Learning from Egocentric Vision
Visual affordance learning is a key component for robots to understand how to interact with
objects. Conventional approaches in this field rely on pre-defined objects and actions, falling …
objects. Conventional approaches in this field rely on pre-defined objects and actions, falling …
Exo2egodvc: Dense video captioning of egocentric procedural activities using web instructional videos
We propose a novel benchmark for cross-view knowledge transfer of dense video
captioning, adapting models from web instructional videos with exocentric views to an …
captioning, adapting models from web instructional videos with exocentric views to an …
[HTML][HTML] Egocentric zone-aware action recognition across environments
Human activities exhibit a strong correlation between actions and the places where these
are performed, such as washing something at a sink. More specifically, in daily living …
are performed, such as washing something at a sink. More specifically, in daily living …