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 …

ADOSMNet: a novel visual affordance detection network with object shape mask guided feature encoders

D Chen, D Kong, J Li, S Wang, B Yin - Multimedia Tools and Applications, 2024 - Springer
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 …

Affordance segmentation of hand-occluded containers from exocentric images

T Apicella, A Xompero, E Ragusa… - Proceedings of the …, 2023 - openaccess.thecvf.com
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 …

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 …

[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 …

OVAL-Prompt: Open-Vocabulary Affordance Localization for Robot Manipulation through LLM Affordance-Grounding

E Tong, A Opipari, S Lewis, Z Zeng… - arXiv preprint arXiv …, 2024 - arxiv.org
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 …

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 …