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04/07/2019
Surface Defect Classification in Real-Time Using Convolutional Neural Networks
Surface inspection systems are an important application domain for compu...
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03/25/2019
Learning Quadrangulated Patches For 3D Shape Processing
We propose a system for surface completion and inpainting of 3D shapes u...
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08/28/2018
DeepHPS: End-to-end Estimation of 3D Hand Pose and Shape by Learning from Synthetic Depth
Articulated hand pose and shape estimation is an important problem for v...
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07/23/2018
Learning 3D Shapes as Multi-Layered Height-maps using 2D Convolutional Networks
We present a novel global representation of 3D shapes, suitable for the ...
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05/08/2018
Fast Feature Extraction with CNNs with Pooling Layers
In recent years, many publications showed that convolutional neural netw...
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04/25/2018
Fast View Synthesis with Deep Stereo Vision
Novel view synthesis is an important problem in computer vision and grap...
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03/27/2018
HDM-Net: Monocular Non-Rigid 3D Reconstruction with Learned Deformation Model
Monocular dense 3D reconstruction of deformable objects is a hard ill-po...
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09/20/2017
Learning quadrangulated patches for 3D shape parameterization and completion
We propose a novel 3D shape parameterization by surface patches, that ar...
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07/27/2016