"What happens if..." Learning to Predict the Effect of Forces in Images

@inproceedings{Mottaghi2016WhatHI,
  title={"What happens if..." Learning to Predict the Effect of Forces in Images},
  author={Roozbeh Mottaghi and Mohammad Rastegari and Abhinav Gupta and Ali Farhadi},
  booktitle={ECCV},
  year={2016}
}
What happens if one pushes a cup sitting on a table toward the edge of the table? How about pushing a desk against a wall? In this paper, we study the problem of understanding the movements of objects as a result of applying external forces to them. For a given force vector applied to a specific location in an image, our goal is to predict long-term sequential movements caused by that force. Doing so entails reasoning about scene geometry, objects, their attributes, and the physical rules that… CONTINUE READING
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References

Publications referenced by this paper.
Showing 1-10 of 45 references

SUN RGB-D: A RGB-D scene understanding benchmark suite

2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) • 2015
View 11 Excerpts
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Deep Residual Learning for Image Recognition

2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) • 2016
View 3 Excerpts

Newtonian Image Understanding: Unfolding the Dynamics of Objects in Static Images

2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) • 2016
View 2 Excerpts

Computationally bounded retrieval

2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) • 2015
View 1 Excerpt

Deep Visual-Semantic Alignments for Generating Image Descriptions

IEEE Transactions on Pattern Analysis and Machine Intelligence • 2015
View 1 Excerpt

Dense Optical Flow Prediction from a Static Image

2015 IEEE International Conference on Computer Vision (ICCV) • 2015
View 2 Excerpts

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