CVPR 2024 3D Point Cloud(点云处理)方向总汇
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1、2024年CVPR 3D点云数据方向总汇
- Single-View Scene Point Cloud Human Grasp Generation
- LTA-PCS: Learnable Task-Agnostic Point Cloud Sampling
- StraightPCF: Straight Point Cloud Filtering
- CurveCloudNet: Processing Point Clouds with 1D Structure
- Mitigating Object Dependencies: Improving Point Cloud Self-Supervised Learning through Object Exchange
- Learning SO(3)-Invariant Semantic Correspondence via Local Shape Transform
- Multiway Point Cloud Mosaicking with Diffusion and Global Optimization
📺video - Point Cloud Pre-training with Diffusion Models
- PBWR: Parametric-Building-Wireframe Reconstruction from Aerial LiDAR Point Clouds
- Unsupervised Occupancy Learning from Sparse Point Cloud
- TULIP: Transformer for Upsampling of LiDAR Point Clouds
- Draw Step by Step Like Human: Reconstructing CAD Construction Sequences from Point Clouds via Multimodal Diffusion点云重建 CAD
- Dynamic Adapter Meets Prompt Tuning: Parameter-Efficient Transfer Learning for Point Cloud Analysis
⭐code - Local-consistent Transformation Learning for Rotation-invariant Point Cloud Analysis
⭐code - Unsupervised Template-assisted Point Cloud Shape Correspondence Network
- GeoAuxNet: Towards Universal 3D Representation Learning for Multi-sensor Point Clouds
- Object Dynamics Modeling with Hierarchical Point Cloud-based Representations
- KPConvX: Modernizing Kernel Point Convolution with Kernel Attention
- 点云配准
- Extend Your Own Correspondences: Unsupervised Distant Point Cloud Registration by Progressive Distance Extension
- Inlier Confidence Calibration for Point Cloud Registration
- ColorPCR: Color Point Cloud Registration with Multi-Stage Geometric-Color Fusion
- Dynamic Cues-Assisted Transformer for Robust Point Cloud Registration
- Learning Instance-Aware Correspondences for Robust Multi-Instance Point Cloud Registration in Cluttered Scenes
- 3D 点云
- Hide in Thicket: Generating Imperceptible and Rational Adversarial Perturbations on 3D Point Clouds
⭐code - Density-guided Translator Boosts Synthetic-to-Real Unsupervised Domain Adaptive Segmentation of 3D Point Clouds
⭐code
👍摘要 - Point2CAD: Reverse Engineering CAD Models from 3D Point Clouds
- Text2Loc: 3D Point Cloud Localization from Natural Language
🏠project - 3DInAction: Understanding Human Actions in 3D Point Clouds
⭐code - Coupled Laplacian Eigenmaps for Locally-Aware 3D Rigid Point Cloud Matching
⭐code
- Hide in Thicket: Generating Imperceptible and Rational Adversarial Perturbations on 3D Point Clouds
- 点云识别
- 点云上采样
- 点云分割
- 点云分析
- 点云理解
- 点云生成
- 点云去噪
- 点云分类
- 点云质量评估
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