D3_shape_filler_chart

D3 Shape Filler Chart, a very simple chart created with a single stacked bar chart inside a SVG shape
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Project NameStarsDownloadsRepos Using ThisPackages Using ThisMost Recent CommitTotal ReleasesLatest ReleaseOpen IssuesLicenseLanguage
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3d Vision And Touch52
2 years ago1otherPython
When told to understand the shape of a new object, the most instinctual approach is to pick it up and inspect it with your hand and eyes in tandem. Here, touch provides high fidelity localized information while vision provides complementary global context. However, in 3D shape reconstruction, the complementary fusion of visual and haptic modalities remains largely unexplored. In this paper, we study this problem and present an effective chart-based approach to fusing vision and touch, which leverages advances in graph convolutional networks. To do so, we introduce a dataset of simulated touch and vision signals from the interaction between a robotic hand and a large array of 3D objects. Our results show that (1) leveraging both vision and touch signals consistently improves single-modality baselines, especially when the object is occluded by the hand touching it; (2) our approach outperforms alternative modality fusion methods and strongly benefits from the proposed chart-based structure; (3) reconstruction quality boosts with the number of grasps provided; and (4) the touch information not only enhances the reconstruction at the touch site but also extrapolates to its local neighborhood.
Flow Svg46
5 years ago4mitJavaScript
Create simple interactive and static flow charts using JavaScript and SVG.
D3_shape_filler_chart42
8 years agoApril 02, 20161mitHTML
D3 Shape Filler Chart, a very simple chart created with a single stacked bar chart inside a SVG shape
Multichart3dgans39
5 years ago2MATLAB
This repository contains the source codes for the paper "Multi-chart Generative Surface Modeling"
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