3D Interpreter Networks for Viewer-Centered Wireframe Modeling

International Journal of Computer Vision, Volume abs/1804.00782, Issue 9, 2018, Pages 1009-1026.

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Keywords:
3D skeletonSingle image 3D reconstructionKeypoint estimationNeural networkSynthetic data

Abstract:

Understanding 3D object structure from a single image is an important but challenging task in computer vision, mostly due to the lack of 3D object annotations to real images. Previous research tackled this problem by either searching for a 3D shape that best explains 2D annotations, or training purely on synthetic data with ground truth 3...More

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