
Data Augmentation for Leaf Segmentation and Counting Tasks in Rosette Plants
Deep learning techniques involving image processing and data analysis ar...
read it

Deep Eikonal Solvers
A deep learning approach to numerically approximate the solution to the ...
read it

The Whole Is Greater Than the Sum of Its Nonrigid Parts
According to Aristotle, a philosopher in Ancient Greece, "the whole is g...
read it

Bilateral Operators for Functional Maps
A majority of shape correspondence frameworks are based on devising poin...
read it

Selfsupervised Learning of Dense Shape Correspondence
We introduce the first completely unsupervised correspondence learning a...
read it

SpeculartoDiffuse Translation for MultiView Reconstruction
Most multiview 3D reconstruction algorithms, especially when shapefrom...
read it

Parametric Manifold Learning Via Sparse Multidimensional Scaling
We propose a metriclearning framework for computing distancepreserving...
read it

Efficient Deformable Shape Correspondence via Kernel Matching
We present a method to match three dimensional shapes under nonisometri...
read it

Sparse Approximation of 3D Meshes using the Spectral Geometry of the Hamiltonian Operator
The discrete Laplace operator is ubiquitous in spectral shape analysis, ...
read it

A Deep Learning Perspective on the Origin of Facial Expressions
Facial expressions play a significant role in human communication and be...
read it

Unrestricted Facial Geometry Reconstruction Using ImagetoImage Translation
It has been recently shown that neural networks can recover the geometri...
read it

Randomized Independent Component Analysis
Independent component analysis (ICA) is a method for recovering statisti...
read it

Deep Stereo Matching with Dense CRF Priors
Stereo reconstruction from rectified images has recently been revisited ...
read it

Learning Invariant Representations Of Planar Curves
We propose a metric learning framework for the construction of invariant...
read it

Learning Detailed Face Reconstruction from a Single Image
Reconstructing the detailed geometric structure of a face from a given i...
read it

Consistent Discretization and Minimization of the L1 Norm on Manifolds
The L1 norm has been tremendously popular in signal and image processing...
read it

3D Face Reconstruction by Learning from Synthetic Data
Fast and robust threedimensional reconstruction of facial geometric str...
read it

RealTime Depth Refinement for Specular Objects
The introduction of consumer RGBD scanners set off a major boost in 3D ...
read it

Rule Of Thumb: Deep derotation for improved fingertip detection
We investigate a novel global orientation regression approach for articu...
read it

On the optimality of shape and data representation in the spectral domain
A proof of the optimality of the eigenfunctions of the LaplaceBeltrami ...
read it

Graph matching: relax or not?
We consider the problem of exact and inexact matching of weighted undire...
read it

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...
read it

Affineinvariant geodesic geometry of deformable 3D shapes
Natural objects can be subject to various transformations yet still pres...
read it

Affineinvariant diffusion geometry for the analysis of deformable 3D shapes
We introduce an (equi)affine invariant diffusion geometry by which surf...
read it

The Video Genome
Fast evolution of Internet technologies has led to an explosive growth o...
read it

Fast Blended Transformations for Partial Shape Registration
Automatic estimation of skinning transformations is a popular way to def...
read it

Customized Facial Constant Positive Air Pressure (CPAP) Masks
Sleep apnea is a syndrome that is characterized by sudden breathing halt...
read it

On Nonrigid Shape Similarity and Correspondence
An important operation in geometry processing is finding the corresponde...
read it

Matching LBO eigenspace of nonrigid shapes via high order statistics
A fundamental tool in shape analysis is the virtual embedding of the Rie...
read it

Schrödinger Diffusion for Shape Analysis with Texture
In recent years, quantities derived from the heat equation have become p...
read it

Hamiltonian operator for spectral shape analysis
Many shape analysis methods treat the geometry of an object as a metric ...
read it

Self Functional Maps
A classical approach for surface classification is to find a compact alg...
read it

Learning to Optimize Multigrid PDE Solvers
Constructing fast numerical solvers for partial differential equations (...
read it

High Quality Facial Surface and Texture Synthesis via Generative Adversarial Networks
In the past several decades, many attempts have been made to model synth...
read it

MoNet: Flavor the Moments in Learning to Classify Shapes
A fundamental question in learning to classify 3D shapes is how to treat...
read it

Synthesizing facial photometries and corresponding geometries using generative adversarial networks
Artificial data synthesis is currently a well studied topic with useful ...
read it

Do We Need Depth in StateOfTheArt Face Authentication?
Some face recognition methods are designed to utilize geometric features...
read it

LIMP: Learning Latent Shape Representations with Metric Preservation Priors
In this paper, we advocate the adoption of metric preservation as a powe...
read it