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03/30/2023
NeILF++: Inter-Reflectable Light Fields for Geometry and Material Estimation
We present a novel differentiable rendering framework for joint geometry...
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06/07/2022
Critical Regularizations for Neural Surface Reconstruction in the Wild
Neural implicit functions have recently shown promising results on surfa...
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08/18/2020
Visibility-aware Multi-view Stereo Network
Learning-based multi-view stereo (MVS) methods have demonstrated promisi...
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08/11/2020
Learning Stereo Matchability in Disparity Regression Networks
Learning-based stereo matching has recently achieved promising results, ...
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08/04/2020
Learning Discriminative Feature with CRF for Unsupervised Video Object Segmentation
In this paper, we introduce a novel network, called discriminative featu...
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08/02/2020
Stochastic Bundle Adjustment for Efficient and Scalable 3D Reconstruction
Current bundle adjustment solvers such as the Levenberg-Marquardt (LM) a...
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07/24/2020
Self-Supervised Monocular 3D Face Reconstruction by Occlusion-Aware Multi-view Geometry Consistency
Recent learning-based approaches, in which models are trained by single-...
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04/16/2020
Joint Semantic Segmentation and Boundary Detection using Iterative Pyramid Contexts
In this paper, we present a joint multi-task learning framework for sema...
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03/23/2020
ASLFeat: Learning Local Features of Accurate Shape and Localization
This work focuses on mitigating two limitations in the joint learning of...
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11/22/2019
BlendedMVS: A Large-scale Dataset for Generalized Multi-view Stereo Networks
While deep learning has recently achieved great success on multi-view st...
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09/19/2019
Self-Supervised Learning of Depth and Motion Under Photometric Inconsistency
The self-supervised learning of depth and pose from monocular sequences ...
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04/08/2019
ContextDesc: Local Descriptor Augmentation with Cross-Modality Context
Most existing studies on learning local features focus on the patch-base...
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02/27/2019
Recurrent MVSNet for High-resolution Multi-view Stereo Depth Inference
Deep learning has recently demonstrated its excellent performance for mu...
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04/07/2018