Cover Image

Computation-Efficient and Recognition-Friendly 3D Point Cloud Privacy Protection

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Ma, Haotian, Gu, Lin, Wu, Siyi, Zhu, Yingying
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Point-SAM: Promptable 3D Segmentation Model for Point Clouds
by: Zhou, Yuchen, et al.
Published: (2024)

Enhanced Sparse Point Cloud Data Processing for Privacy-aware Human Action Recognition
by: Tunau, Maimunatu, et al.
Published: (2025)

ModaLink: Unifying Modalities for Efficient Image-to-PointCloud Place Recognition
by: Xie, Weidong, et al.
Published: (2024)

Multimodal Robust Prompt Distillation for 3D Point Cloud Models
by: Gu, Xiang, et al.
Published: (2025)

3D Geometric Shape Assembly via Efficient Point Cloud Matching
by: Lee, Nahyuk, et al.
Published: (2024)

Points-to-3D: Structure-Aware 3D Generation with Point Cloud Priors
by: Xia, Jiatong, et al.
Published: (2026)

Learning Hierarchical Orthogonal Prototypes for Generalized Few-Shot 3D Point Cloud Segmentation
by: Zhao, Yifei, et al.
Published: (2026)

A Deployment-Friendly Foundational Framework for Efficient Computational Pathology
by: Cai, Yu, et al.
Published: (2026)

TractShapeNet: Efficient Multi-Shape Learning with 3D Tractography Point Clouds
by: Lo, Yui, et al.
Published: (2024)

Generating Adversarial Events: A Motion-Aware Point Cloud Framework
by: Ren, Hongwei, et al.
Published: (2026)

3D Single-object Tracking in Point Clouds with High Temporal Variation
by: Wu, Qiao, et al.
Published: (2024)

Privacy Protection in MRI Scans Using 3D Masked Autoencoders
by: Van der Goten, Lennart Alexander, et al.
Published: (2023)

PointGS: Semantic-Consistent Unsupervised 3D Point Cloud Segmentation with 3D Gaussian Splatting
by: Song, Yixiao, et al.
Published: (2026)

Joint Optimization of Storage and Loading for High-Performance 3D Point Cloud Data Processing
by: Wang, Ke, et al.
Published: (2026)

Weakly Supervised Point Clouds Transformer for 3D Object Detection
by: Tang, Zuojin, et al.
Published: (2023)

PCTreeS: 3D Point Cloud Tree Species Classification Using Airborne LiDAR Images
by: Lin, Hongjin, et al.
Published: (2024)

Two Steps Are All You Need: Efficient 3D Point Cloud Anomaly Detection with Consistency Models
by: A, Pranav, et al.
Published: (2026)

Hyperbolic Contrastive Learning for Hierarchical 3D Point Cloud Embedding
by: Liu, Yingjie, et al.
Published: (2025)

Not-So-Optimal Transport Flows for 3D Point Cloud Generation
by: Hui, Ka-Hei, et al.
Published: (2025)

NeuroGauss4D-PCI: 4D Neural Fields and Gaussian Deformation Fields for Point Cloud Interpolation
by: Jiang, Chaokang, et al.
Published: (2024)

Robust 3D Point Clouds Classification based on Declarative Defenders
by: Li, Kaidong, et al.
Published: (2024)

OE3DIS: Open-Ended 3D Point Cloud Instance Segmentation
by: Nguyen, Phuc D. A., et al.
Published: (2024)

Masked Generative Extractor for Synergistic Representation and 3D Generation of Point Clouds
by: Zeng, Hongliang, et al.
Published: (2024)

EADReg: Probabilistic Correspondence Generation with Efficient Autoregressive Diffusion Model for Outdoor Point Cloud Registration
by: Gong, Linrui, et al.
Published: (2024)

Point-DAE: Denoising Autoencoders for Self-supervised Point Cloud Learning
by: Zhang, Yabin, et al.
Published: (2022)

Why Not Hyperparameter-Friendly Optimisation? A Monotonic Adaptive Norm Rescaling Approach For Long-Tailed Recognition
by: Zhang, Shuo, et al.
Published: (2026)

APML: Adaptive Probabilistic Matching Loss for Robust 3D Point Cloud Reconstruction
by: Sharifipour, Sasan, et al.
Published: (2025)

ErasableMask: A Robust and Erasable Privacy Protection Scheme against Black-box Face Recognition Models
by: Shen, Sipeng, et al.
Published: (2024)

Iterative Feedback Network for Unsupervised Point Cloud Registration
by: Xie, Yifan, et al.
Published: (2024)

Privacy-Preserving SAM Quantization for Efficient Edge Intelligence in Healthcare
by: Li, Zhikai, et al.
Published: (2024)

LMM-PCQA: Assisting Point Cloud Quality Assessment with LMM
by: Zhang, Zicheng, et al.
Published: (2024)

Learning Coordinate-based Convolutional Kernels for Continuous SE(3) Equivariant and Efficient Point Cloud Analysis
by: Kim, Jaein, et al.
Published: (2026)

Hybrid Generative Fusion for Efficient and Privacy-Preserving Face Recognition Dataset Generation
by: Li, Feiran, et al.
Published: (2025)

Point Cloud Self-supervised Learning via 3D to Multi-view Masked Learner
by: Chen, Zhimin, et al.
Published: (2023)

UniPre3D: Unified Pre-training of 3D Point Cloud Models with Cross-Modal Gaussian Splatting
by: Wang, Ziyi, et al.
Published: (2025)

Multi-Head Adaptive Graph Convolution Network for Sparse Point Cloud-Based Human Activity Recognition
by: Zakka, Vincent Gbouna, et al.
Published: (2025)

2D-3D Interlaced Transformer for Point Cloud Segmentation with Scene-Level Supervision
by: Yang, Cheng-Kun, et al.
Published: (2023)

LayoutVLM: Differentiable Optimization of 3D Layout via Vision-Language Models
by: Sun, Fan-Yun, et al.
Published: (2024)

Transferable Adversarial Facial Images for Privacy Protection
by: Li, Minghui, et al.
Published: (2024)

Rectified Point Flow: Generic Point Cloud Pose Estimation
by: Sun, Tao, et al.
Published: (2025)