PointCleanNet : Learning to Denoise and Remove Outliers from Dense Point Clouds

PCPNet Learning Local Shape Properties from Raw Point Clouds

(2018) Paul Guerrero et al.   COMPUTER GRAPHICS FORUM

PointProNets: Consolidation of Point Clouds with Convolutional Neural Networks

(2018) Riccardo Roveri et al.   COMPUTER GRAPHICS FORUM

Sparse Geometric Representation Through Local Shape Probing

(2018) Julie Digne et al.   IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS

Efficient 3D object classification by using direct Krawtchouk moment invariants

(2018) Rachid Benouini et al.   MULTIMEDIA TOOLS AND APPLICATIONS

P2P-NET

(2018) Kangxue Yin et al.   ACM TRANSACTIONS ON GRAPHICS

Geometric Deep Learning: Going beyond Euclidean data

(2017) Michael M. Bronstein et al.   IEEE SIGNAL PROCESSING MAGAZINE

Deep Convolutional Neural Network for Inverse Problems in Imaging

(2017) Kyong Hwan Jin et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising

(2017) Kai Zhang et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

A Survey of Surface Reconstruction from Point Clouds

(2016) Matthew Berger et al.   COMPUTER GRAPHICS FORUM

Denoising point sets via L0 minimization

(2015) Yujing Sun et al.   COMPUTER AIDED GEOMETRIC DESIGN

Self-similarity for accurate compression of point sampled surfaces

(2014) Julie Digne et al.   COMPUTER GRAPHICS FORUM

Screened poisson surface reconstruction

(2013) Michael Kazhdan et al.   ACM TRANSACTIONS ON GRAPHICS

Edge-aware point set resampling

(2013) Hui Huang et al.   ACM TRANSACTIONS ON GRAPHICS

Witnessed k-Distance

(2012) Leonidas Guibas et al.   DISCRETE & COMPUTATIONAL GEOMETRY

ℓ1-Sparse reconstruction of sharp point set surfaces

(2010) Haim Avron et al.   ACM TRANSACTIONS ON GRAPHICS

Non-local scan consolidation for 3D urban scenes

(2010) Qian Zheng et al.   ACM TRANSACTIONS ON GRAPHICS

Is Denoising Dead?

(2009) P. Chatterjee et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING