【点云补全】点云补全论文整理

TIANZHI JIA✨

作者 by Tianzhi Jia / 2022-03-21 / 暂无评论 / 781 个足迹

[CVPR-17-3D-EPN] Shape Completion using 3D-Encoder-Predictor CNNs and Shape Synthesis [Torch7]

[CVPR-18-AtlasNet] A Papier-Mâché Approach to Learning 3D Surface Generation [PyTorch]
[CVPR-18-FoldingNet] FoldingNet: Point Cloud Auto-encoder via Deep Grid Deformation [code]
[ICML-18-LGAN-AE] Learning representations and generative models for 3D point clouds [code]
[3DV-18-PCN] PCN: Point Completion Network [TensorFlow] 🔥⭐

[AAAI-20-MSN] Morphing and Sampling Network for Dense Point Cloud Completion [PyTorch] ⭐
[CVPR-20-CRN] Cascaded Refinement Network for Point Cloud Completion [TensorFlow] ⭐
[CVPR-20-PF-Net] PF-Net: Point Fractal Network for 3D Point Cloud Completion [PyTorch]
[CVPR-20-SA-Net] Point Cloud Completion by Skip-attention Network with Hierarchical Folding [code]
[ECCV-20-GRNet] GRNet: Gridding Residual Network for Dense Point Cloud Completion [PyTorch] ⭐
[ECCV-20-SoftPoolNet] SoftPoolNet: Shape Descriptor for Point Cloud Completion and Classification [code]
[ECCV-20-NSFA] Detail Preserved Point Cloud Completion via Separated Feature Aggregation [TensorFlow]
[ICLR-20-pcl2pcl] Unpaired Point Cloud Completion on Real Scans using Adversarial Training [TensorFlow]

[CVPR-21-Cycle4Completion] Cycle4Completion: Unpaired Point Cloud Completion using Cycle Transformation with Missing Region Coding [Tensorflow]
[CVPR-21-VRCNet] Variational Relational Point Completion Network [PyTorch] ⭐
[CVPR-21-SpareNet] Style-based Point Generator with Adversarial Rendering for Point Cloud Completion [PyTorch]
[CVPR-21-PMP-Net] PMP-Net: Point Cloud Completion by Learning Multi-step Point Moving Paths [PyTorch]
[CVPR-21-DeCo] Denoise and Contrast for Category Agnostic Shape Completion [PyTorch]
[CVPR-21-ShapeInversion] Unsupervised 3D Shape Completion through GAN Inversion [PyTorch]
[ICCV-21-SnowflakeNet] SnowflakeNet: Point Cloud Completion by Snowflake Point Deconvolution with Skip-Transformer [PyTorch]
[ICCV-21-PoinTr] PoinTr: Diverse Point Cloud Completion with Geometry-Aware Transformers [PyTorch]
[ICCV-21-ME-PCN] ME-PCN: Point Completion Conditioned on Mask Emptiness [code]

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