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 …
ADOSMNet: a novel visual affordance detection network with object shape mask guided feature encoders
Visual affordance detection aims to understand the functional attributes of objects, which is
crucial for robots to achieve interactive tasks. Most existing affordance detection methods …
crucial for robots to achieve interactive tasks. Most existing affordance detection methods …
Affordance segmentation of hand-occluded containers from exocentric images
Visual affordance segmentation identifies the surfaces of an object an agent can interact
with. Common challenges for the identification of affordances are the variety of the geometry …
with. Common challenges for the identification of affordances are the variety of the geometry …
Multimodal Attention-Based Instruction-Following Part-Level Affordance Grounding
W Qu, L Guo, J Cui, X Jin - Applied Sciences, 2024 - mdpi.com
The integration of language and vision for object affordance understanding is pivotal for the
advancement of embodied agents. Current approaches are often limited by reliance on …
advancement of embodied agents. Current approaches are often limited by reliance on …
[HTML][HTML] Knowledge enhanced bottom-up affordance grounding for robotic interaction
W Qu, X Li, X Jin - PeerJ Computer Science, 2024 - peerj.com
With the rapid advancement of robotics technology, an increasing number of researchers
are exploring the use of natural language as a communication channel between humans …
are exploring the use of natural language as a communication channel between humans …
OVAL-Prompt: Open-Vocabulary Affordance Localization for Robot Manipulation through LLM Affordance-Grounding
In order for robots to interact with objects effectively, they must understand the form and
function of each object they encounter. Essentially, robots need to understand which actions …
function of each object they encounter. Essentially, robots need to understand which actions …
Visual Affordance Prediction of Hand-Occluded Objects
T Apicella - 2024 - qmro.qmul.ac.uk
The prediction of affordances ie, the potential actions an agent can perform on objects in the
scene, is fundamental for human-robot collaboration and wearable robotics scenarios in …
scene, is fundamental for human-robot collaboration and wearable robotics scenarios in …