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Zheng-Fei Kuang

2 accepted papers

2019

Probabilistic Projective Association and Semantic Guided Relocalization for Dense Reconstruction

ICRA 2019poster

We present a real-time dense mapping system which uses the predicted 2D semantic labels for optimizing the geometric quality of reconstruction. With a combination of Convolutional Neural Networks (CNNs) for 2D labeling and a Simultaneous Localization and Mapping (SLAM) system for camera trajectory e…

Cited by 14SourceScholar
2018

Learning to Reconstruct High-quality 3D Shapes with Cascaded Fully Convolutional Networks

ECCV 2018poster

We present a data-driven approach to reconstructing high-resolution and detailed volumetric representations of 3D shapes. Although well studied, algorithms for volumetric fusion from multi-view depth scans are still prone to scanning noise and occlusions, making it hard to obtain high-fidelity 3D re…

Cited by 38SourcePDFScholar