Intuitive physics: Current research and controversies

JR Kubricht, KJ Holyoak, H Lu - Trends in cognitive sciences, 2017 - cell.com
Early research in the field of intuitive physics provided extensive evidence that humans
succumb to common misconceptions and biases when predicting, judging, and explaining …

Visual affordance and function understanding: A survey

M Hassanin, S Khan, M Tahtali - ACM Computing Surveys (CSUR), 2021 - dl.acm.org
Nowadays, robots are dominating the manufacturing, entertainment, and healthcare
industries. Robot vision aims to equip robots with the capabilities to discover information …

[HTML][HTML] Dark, beyond deep: A paradigm shift to cognitive ai with humanlike common sense

Y Zhu, T Gao, L Fan, S Huang, M Edmonds, H Liu… - Engineering, 2020 - Elsevier
Recent progress in deep learning is essentially based on a “big data for small tasks”
paradigm, under which massive amounts of data are used to train a classifier for a single …

Earthquake safety training through virtual drills

C Li, W Liang, C Quigley, Y Zhao… - IEEE transactions on …, 2017 - ieeexplore.ieee.org
Recent popularity of consumer-grade virtual reality devices, such as the Oculus Rift and the
HTC Vive, has enabled household users to experience highly immersive virtual …

Inferring forces and learning human utilities from videos

Y Zhu, C Jiang, Y Zhao, D Terzopoulos… - Proceedings of the …, 2016 - cv-foundation.org
We propose a notion of affordance that takes into account physical quantities generated
when the human body interacts with real-world objects, and introduce a learning framework …

See the glass half full: Reasoning about liquid containers, their volume and content

R Mottaghi, C Schenck, D Fox… - Proceedings of the …, 2017 - openaccess.thecvf.com
Humans have rich understanding of liquid containers and their contents; for example, we
can effortlessly pour water from a pitcher to a cup. Doing so requires estimating the volume …

[PDF][PDF] Probabilistic Simulation Predicts Human Performance on Viscous Fluid-Pouring Problem.

J Kubricht, C Jiang, Y Zhu, SC Zhu, D Terzopoulos… - CogSci, 2016 - math.ucla.edu
The physical behavior of moving fluids is highly complex, yet people are able to interact with
them in their everyday lives with relative ease. To investigate how humans achieve this …

Can i pour into it? robot imagining open containability affordance of previously unseen objects via physical simulations

H Wu, GS Chirikjian - IEEE Robotics and Automation Letters, 2020 - ieeexplore.ieee.org
Open containers, ie, containers without covers, are an important and ubiquitous class of
objects in human life. In this letter, we propose a novel method for robots to “imagine” the …

[PDF][PDF] What Is Where: Inferring Containment Relations from Videos.

W Liang, Y Zhao, Y Zhu, SC Zhu - IJCAI, 2016 - pku.ai
In this paper, we present a probabilistic approach to explicitly infer containment relations
between objects in 3D scenes. Given an input RGB-D video, our algorithm quantizes the …

Fill and transfer: A simple physics-based approach for containability reasoning

LF Yu, N Duncan, SK Yeung - Proceedings of the IEEE …, 2015 - openaccess.thecvf.com
The visual perception of object affordances has emerged as a useful ingredient for building
powerful computer vision and robotic applications. In this paper we introduce a novel …