Learning human activities and object affordances from rgb-d videos

HS Koppula, R Gupta… - The International journal …, 2013 - journals.sagepub.com
Understanding human activities and object affordances are two very important skills,
especially for personal robots which operate in human environments. In this work, we …

50 years of object recognition: Directions forward

A Andreopoulos, JK Tsotsos - Computer vision and image understanding, 2013 - Elsevier
Object recognition systems constitute a deeply entrenched and omnipresent component of
modern intelligent systems. Research on object recognition algorithms has led to advances …

Anticipatory planning for human-robot teams

HS Koppula, A Jain, A Saxena - Experimental Robotics: The 14th …, 2016 - Springer
When robots work alongside humans for performing collaborative tasks, they need to be
able to anticipate human's future actions and plan appropriate actions. The tasks we …

Physically grounded spatio-temporal object affordances

HS Koppula, A Saxena - Computer Vision–ECCV 2014: 13th European …, 2014 - Springer
Abstract Objects in human environments support various functionalities which govern how
people interact with their environments in order to perform tasks. In this work, we discuss …

A kernel-based approach to direct action perception

O Kroemer, E Ugur, E Oztop… - 2012 IEEE international …, 2012 - ieeexplore.ieee.org
The direct perception of actions allows a robot to predict the afforded actions of observed
objects. In this paper, we present a non-parametric approach to representing the affordance …

Self-supervised cross-modal online learning of basic object affordances for developmental robotic systems

B Ridge, D Skočaj, A Leonardis - 2010 IEEE International …, 2010 - ieeexplore.ieee.org
For a developmental robotic system to function successfully in the real world, it is important
that it be able to form its own internal representations of affordance classes based on …

Affordance equivalences in robotics: a formalism

M Andries, RO Chavez-Garcia, R Chatila… - Frontiers in …, 2018 - frontiersin.org
Automatic knowledge grounding is still an open problem in cognitive robotics. Recent
research in developmental robotics suggests that a robot's interaction with its environment is …

[PDF][PDF] Affordance-based reasoning in robot task planning

I Awaad, GK Kraetzschmar… - Planning and Robotics …, 2013 - academia.edu
Humans are able to come up with plans to achieve their goals, and to adapt these plans to
changes in their environment, finding fixes, alternatives and taking advantages of …

Detecting fine-grained affordances with an anthropomorphic agent model

V Seib, N Wojke, M Knauf, D Paulus - … , Switzerland, September 6-7 and 12 …, 2015 - Springer
In this paper we propose an approach to distinguish affordances on a fine-grained scale. We
define an anthropomorphic agent model and parameterized affordance models. The agent …

Detecting fine-grained sitting affordances with fuzzy sets

V Seib, M Knauf, D Paulus - International Conference on Computer …, 2016 - scitepress.org
Recently, object affordances have moved into the focus of researchers in computer vision.
Affordances describe how an object can be used by a specific agent. This additional …