
Provably Approximated ICP
The goal of the alignment problem is to align a (given) point cloud P = ...
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Abiotic Stress Prediction from RGBT Images of Banana Plantlets
Prediction of stress conditions is important for monitoring plant growth...
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A Color Elastica Model for VectorValued Image Regularization
Models related to the Euler's Elastica energy have proven to be very use...
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A modified AllenCahn model for pattern synthesis on surfaces
We propose an extension of the AllenCahn model for pattern synthesis on...
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LIMP: Learning Latent Shape Representations with Metric Preservation Priors
In this paper, we advocate the adoption of metric preservation as a powe...
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Do We Need Depth in StateOfTheArt Face Authentication?
Some face recognition methods are designed to utilize geometric features...
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The Whole Is Greater Than the Sum of Its Nonrigid Parts
According to Aristotle, a philosopher in Ancient Greece, "the whole is g...
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Bilateral Operators for Functional Maps
A majority of shape correspondence frameworks are based on devising poin...
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Data Augmentation for Leaf Segmentation and Counting Tasks in Rosette Plants
Deep learning techniques involving image processing and data analysis ar...
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Deep Eikonal Solvers
A deep learning approach to numerically approximate the solution to the ...
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Learning to Optimize Multigrid PDE Solvers
Constructing fast numerical solvers for partial differential equations (...
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Synthesizing facial photometries and corresponding geometries using generative adversarial networks
Artificial data synthesis is currently a well studied topic with useful ...
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MoNet: Flavor the Moments in Learning to Classify Shapes
A fundamental question in learning to classify 3D shapes is how to treat...
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Selfsupervised Learning of Dense Shape Correspondence
We introduce the first completely unsupervised correspondence learning a...
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High Quality Facial Surface and Texture Synthesis via Generative Adversarial Networks
In the past several decades, many attempts have been made to model synth...
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SpeculartoDiffuse Translation for MultiView Reconstruction
Most multiview 3D reconstruction algorithms, especially when shapefrom...
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Self Functional Maps
A classical approach for surface classification is to find a compact alg...
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Parametric Manifold Learning Via Sparse Multidimensional Scaling
We propose a metriclearning framework for computing distancepreserving...
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Efficient Deformable Shape Correspondence via Kernel Matching
We present a method to match three dimensional shapes under nonisometri...
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Sparse Approximation of 3D Meshes using the Spectral Geometry of the Hamiltonian Operator
The discrete Laplace operator is ubiquitous in spectral shape analysis, ...
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A Deep Learning Perspective on the Origin of Facial Expressions
Facial expressions play a significant role in human communication and be...
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Unrestricted Facial Geometry Reconstruction Using ImagetoImage Translation
It has been recently shown that neural networks can recover the geometri...
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Deep Stereo Matching with Dense CRF Priors
Stereo reconstruction from rectified images has recently been revisited ...
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Learning Invariant Representations Of Planar Curves
We propose a metric learning framework for the construction of invariant...
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Learning Detailed Face Reconstruction from a Single Image
Reconstructing the detailed geometric structure of a face from a given i...
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Hamiltonian operator for spectral shape analysis
Many shape analysis methods treat the geometry of an object as a metric ...
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Fast Blended Transformations for Partial Shape Registration
Automatic estimation of skinning transformations is a popular way to def...
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Customized Facial Constant Positive Air Pressure (CPAP) Masks
Sleep apnea is a syndrome that is characterized by sudden breathing halt...
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Randomized Independent Component Analysis
Independent component analysis (ICA) is a method for recovering statisti...
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Consistent Discretization and Minimization of the L1 Norm on Manifolds
The L1 norm has been tremendously popular in signal and image processing...
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3D Face Reconstruction by Learning from Synthetic Data
Fast and robust threedimensional reconstruction of facial geometric str...
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RealTime Depth Refinement for Specular Objects
The introduction of consumer RGBD scanners set off a major boost in 3D ...
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Rule Of Thumb: Deep derotation for improved fingertip detection
We investigate a novel global orientation regression approach for articu...
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On the optimality of shape and data representation in the spectral domain
A proof of the optimality of the eigenfunctions of the LaplaceBeltrami ...
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Graph matching: relax or not?
We consider the problem of exact and inexact matching of weighted undire...
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On Nonrigid Shape Similarity and Correspondence
An important operation in geometry processing is finding the corresponde...
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Matching LBO eigenspace of nonrigid shapes via high order statistics
A fundamental tool in shape analysis is the virtual embedding of the Rie...
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Schrödinger Diffusion for Shape Analysis with Texture
In recent years, quantities derived from the heat equation have become p...
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Diffusion framework for geometric and photometric data fusion in nonrigid shape analysis
In this paper, we explore the use of the diffusion geometry framework fo...
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Affineinvariant geodesic geometry of deformable 3D shapes
Natural objects can be subject to various transformations yet still pres...
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Affineinvariant diffusion geometry for the analysis of deformable 3D shapes
We introduce an (equi)affine invariant diffusion geometry by which surf...
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The Video Genome
Fast evolution of Internet technologies has led to an explosive growth o...
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