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Affordances, a foundational concept in human-computer interaction and design, have traditionally been explained by direct-perception theories, which assume that individuals perceive action possibilities directly from the environment.…

人机交互 · 计算机科学 2025-01-22 Yi-Chi Liao , Christian Holz

Classically, affordance research investigates how the shape of objects communicates actions to potential users. Cognitive affordances, a subset of this research, characterize how the design of objects influences cognitive actions, such as…

人机交互 · 计算机科学 2026-01-15 Racquel Fygenson , Lace Padilla , Enrico Bertini

Affordance refers to the perception of possible actions allowed by an object. Despite its relevance to human-computer interaction, no existing theory explains the mechanisms that underpin affordance-formation; that is, how affordances are…

人机交互 · 计算机科学 2022-01-10 Yi-Chi Liao , Kashyap Todi , Aditya Acharya , Antti Keurulainen , Andrew Howes , Antti Oulasvirta

Affordances describe the possibilities for an agent to perform actions with an object. While the significance of the affordance concept has been previously studied from varied perspectives, such as psychology and cognitive science, these…

人工智能 · 计算机科学 2021-05-17 Paola Ardón , Èric Pairet , Katrin S. Lohan , Subramanian Ramamoorthy , Ronald P. A. Petrick

How do we know that a kitchen is a kitchen by looking? Relatively little is known about how we conceptualize and categorize different visual environments. Traditional models of visual perception posit that scene categorization is achieved…

神经元与认知 · 定量生物学 2014-11-20 Michelle R. Greene , Christopher Baldassano , Andre Esteva , Diane M. Beck , Li Fei-Fei

Artificial intelligence is essential to succeed in challenging activities that involve dynamic environments, such as object manipulation tasks in indoor scenes. Most of the state-of-the-art literature explores robotic grasping methods by…

机器人学 · 计算机科学 2019-05-28 Paola Ardón , Èric Pairet , Ron Petrick , Subramanian Ramamoorthy , Katrin Lohan

The field of functional recognition or affordance estimation from images has seen a revival in recent years. As originally proposed by Gibson, the affordances of a scene were directly perceived from the ambient light: in other words,…

计算机视觉与模式识别 · 计算机科学 2015-05-06 David F. Fouhey , Xiaolong Wang , Abhinav Gupta

We address the problem of affordance reasoning in diverse scenes that appear in the real world. Affordances relate the agent's actions to their effects when taken on the surrounding objects. In our work, we take the egocentric view of the…

计算机视觉与模式识别 · 计算机科学 2018-06-18 Ching-Yao Chuang , Jiaman Li , Antonio Torralba , Sanja Fidler

This position paper addresses the fallacies associated with the improper use of affordances in the opportunistic design of augmented reality (AR) applications. While opportunistic design leverages existing physical affordances for content…

人机交互 · 计算机科学 2025-03-27 Marc Satkowski , Weizhou Luo , Rufat Rzayev

Reasoning about object affordances allows an autonomous agent to perform generalised manipulation tasks among object instances. While current approaches to grasp affordance estimation are effective, they are limited to a single hypothesis.…

机器人学 · 计算机科学 2019-06-25 Paola Ardón , Èric Pairet , Ronald P. A. Petrick , Subramanian Ramamoorthy , Katrin S. Lohan

Reinforcement learning algorithms usually assume that all actions are always available to an agent. However, both people and animals understand the general link between the features of their environment and the actions that are feasible.…

机器学习 · 计算机科学 2020-06-29 Khimya Khetarpal , Zafarali Ahmed , Gheorghe Comanici , David Abel , Doina Precup

Affordances, originating in psychology, describe how an object's design influences the physical and cognitive actions users may take. Past work applied affordance theory to visualization to explain how design decisions can impact the…

人机交互 · 计算机科学 2026-04-07 Racquel Fygenson , Enrico Bertini , Lace M. Padilla

Affordances represent the inherent effect and action possibilities that objects offer to the agents within a given context. From a theoretical viewpoint, affordances bridge the gap between effect and action, providing a functional…

机器人学 · 计算机科学 2024-10-11 Hakan Aktas , Yukie Nagai , Minoru Asada , Matteo Saveriano , Erhan Oztop , Emre Ugur

Affordances are the potential actions an agent can perform on an object, as observed by a camera. Visual affordance prediction is formulated differently for tasks such as grasping detection, affordance classification, affordance…

计算机视觉与模式识别 · 计算机科学 2025-10-15 Tommaso Apicella , Alessio Xompero , Andrea Cavallaro

Common-sense reasoning is becoming increasingly important for the advancement of Natural Language Processing. While word embeddings have been very successful, they cannot explain which aspects of 'coffee' and 'tea' make them similar, or how…

计算与语言 · 计算机科学 2018-09-05 Daniel Loureiro , Alípio Mário Jorge

In this abstract we describe recent [4,7] and latest work on the determination of affordances in visually perceived 3D scenes. Our method builds on the hypothesis that geometry on its own provides enough information to enable the detection…

计算机视觉与模式识别 · 计算机科学 2019-06-14 Eduardo Ruiz , Walterio Mayol-Cuevas

Object affordance is an important concept in hand-object interaction, providing information on action possibilities based on human motor capacity and objects' physical property thus benefiting tasks such as action anticipation and robot…

计算机视觉与模式识别 · 计算机科学 2023-02-13 Zecheng Yu , Yifei Huang , Ryosuke Furuta , Takuma Yagi , Yusuke Goutsu , Yoichi Sato

This paper presents an approach for learning invariant features for object affordance understanding. One of the major problems for a robotic agent acquiring a deeper understanding of affordances is finding sensory-grounded semantics. Being…

机器人学 · 计算机科学 2019-01-31 Martin Hjelm , Carl Henrik Ek , Renaud Detry , Danica Kragic

To be capable of lifelong learning in a real-life environment, robots have to tackle multiple challenges. Being able to relate physical properties they may observe in their environment to possible interactions they may have is one of them.…

人工智能 · 计算机科学 2020-09-24 Alexandre Manoury , Sao Mai Nguyen , Cédric Buche

A demandance is a psychological "pull" exerted by a stimulus. It is closely related to the theory of "affordance". I introduce the theory of demandance, offer some motivating examples, briefly explore its psychological basis, and examine…

人机交互 · 计算机科学 2015-07-08 Jeff Shrager
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