DeepFit: 3D Surface Fitting via Neural Network Weighted Least Squares

DeepFit: 3D Surface Fitting via Neural Network Weighted Least Squares

23 March 2020

Yizhak Ben-Shabat

Papers citing "DeepFit: 3D Surface Fitting via Neural Network Weighted Least Squares"

11 / 11 papers shown

Title
OCMG-Net: Neural Oriented Normal Refinement for Unstructured Point Clouds Yingrui Wu Mingyang Zhao Weize Quan Jian Shi Xiaohong Jia Dong-Ming Yan 3DPC 46 0 0 02 Sep 2024
Refining 3D Point Cloud Normal Estimation via Sample Selection Jun Zhou Yaoshun Li Hongchen Tan Mingjie Wang Nannan Li Xiuping Liu 3DPC 34 0 0 20 May 2024
Surface Normal Estimation with Transformers Barry Shichen Hu Siyun Liang Johannes Paetzold H. Nguyen Isao Echizen Jiapeng Tang ViT 3DPC 28 0 0 11 Jan 2024
Accurate Differential Operators for Hybrid Neural Fields Aditya Chetan Guandao Yang Zichen Wang Steve Marschner Bharath Hariharan AI4CE 27 4 0 10 Dec 2023
Learning a More Continuous Zero Level Set in Unsigned Distance Fields through Level Set Projection Junsheng Zhou Baorui Ma Shujuan Li Yu-Shen Liu Zhizhong Han 40 36 0 22 Aug 2023
Rethinking the Approximation Error in 3D Surface Fitting for Point Cloud Normal Estimation Hang Du Xuejun Yan Jingjing Wang Di Xie Shiliang Pu 3DPC 36 15 0 30 Mar 2023
Normal Transformer: Extracting Surface Geometry from LiDAR Points Enhanced by Visual Semantics Ancheng Lin Jun Yu Li Yusheng Xiang Wei Bian Mukesh Prasad 3DPC ViT 43 2 0 19 Nov 2022
CAP-UDF: Learning Unsigned Distance Functions Progressively from Raw Point Clouds with Consistency-Aware Field Optimization Junsheng Zhou Baorui Ma Shujuan Li Yu-Shen Liu Yi Fang Zhizhong Han 3DPC 41 42 0 06 Oct 2022
Shape As Points: A Differentiable Poisson Solver Songyou Peng C. Jiang Yiyi Liao Michael Niemeyer Marc Pollefeys Andreas Geiger 3DPC 21 233 0 07 Jun 2021
SA-ConvONet: Sign-Agnostic Optimization of Convolutional Occupancy Networks Jiapeng Tang Jiabao Lei Dan Xu Feiying Ma Kui Jia Lei Zhang 3DPC 21 74 0 08 May 2021
Improvement of Normal Estimation for PointClouds via Simplifying Surface Fitting Jun Zhou Wei Jin Mingjie Wang Xiuping Liu Zhiyang Li Zhaobin Liu 3DPC 27 19 0 21 Apr 2021