b'Ron Kimmel'

research

∙ 05/28/2023

FuseCap: Leveraging Large Language Models to Fuse Visual Data into Enriched Image Captions

Image captioning is a central task in computer vision which has experien...

1 Noam Rotstein, et al. ∙

research

∙ 03/06/2023

Learning Differential Invariants of Planar Curves

We propose a learning paradigm for the numerical approximation of differ...

0 Roy Velich, et al. ∙

research

∙ 07/07/2022

Partial Shape Similarity via Alignment of Multi-Metric Hamiltonian Spectra

Evaluating the similarity of non-rigid shapes with significant partialit...

5 David Bensaïd, et al. ∙

research

∙ 06/07/2022

Garment Avatars: Realistic Cloth Driving using Pattern Registration

Virtual telepresence is the future of online communication. Clothing is ...

10 Oshri Halimi, et al. ∙

research

∙ 03/18/2022

Elastica Models for Color Image Regularization

One classical approach to regularize color is to tream them as two dimen...

2 Hao Liu, et al. ∙

research

∙ 02/11/2022

Deep Signatures – Learning Invariants of Planar Curves

We propose a learning paradigm for numerical approximation of differenti...

20 Roy Velich, et al. ∙

research

∙ 12/15/2021

Depth Refinement for Improved Stereo Reconstruction

Depth estimation is a cornerstone of a vast number of applications requi...

19 Amit Bracha, et al. ∙

research

∙ 10/10/2021

Unsupervised High-Fidelity Facial Texture Generation and Reconstruction

Many methods have been proposed over the years to tackle the task of fac...

5 Ron Slossberg, et al. ∙

research

∙ 10/07/2021

Colored Point Cloud to Image Alignment

Recognition and segmentation of objects in images enjoy the wealth of la...

3 Noam Rotstein, et al. ∙

research

∙ 08/15/2021

U-mesh: Human Correspondence Matching with Mesh Convolutional Networks

The proliferation of 3D scanning technology has driven a need for method...

8 Benjamin Groisser, et al. ∙

research

∙ 01/10/2021

Provably Approximated ICP

The goal of the alignment problem is to align a (given) point cloud P = ...

6 Ibrahim Jubran, et al. ∙

research

∙ 11/23/2020

Abiotic Stress Prediction from RGB-T Images of Banana Plantlets

Prediction of stress conditions is important for monitoring plant growth...

3 Sagi Levanon, et al. ∙

research

∙ 08/19/2020

A Color Elastica Model for Vector-Valued Image Regularization

Models related to the Euler's Elastica energy have proven to be very use...

2 Hao Liu, et al. ∙

research

∙ 08/17/2020

A modified Allen-Cahn model for pattern synthesis on surfaces

We propose an extension of the Allen-Cahn model for pattern synthesis on...

0 Lorina Dascal, et al. ∙

research

∙ 03/27/2020

LIMP: Learning Latent Shape Representations with Metric Preservation Priors

In this paper, we advocate the adoption of metric preservation as a powe...

0 Luca Cosmo, et al. ∙

research

∙ 03/24/2020

Do We Need Depth in State-Of-The-Art Face Authentication?

Some face recognition methods are designed to utilize geometric features...

0 Amir Livne, et al. ∙

research

∙ 01/27/2020

The Whole Is Greater Than the Sum of Its Nonrigid Parts

According to Aristotle, a philosopher in Ancient Greece, "the whole is g...

11 Oshri Halimi, et al. ∙

research

∙ 07/30/2019

Bilateral Operators for Functional Maps

A majority of shape correspondence frameworks are based on devising poin...

9 Gautam Pai, et al. ∙

research

∙ 03/20/2019

Data Augmentation for Leaf Segmentation and Counting Tasks in Rosette Plants

Deep learning techniques involving image processing and data analysis ar...

22 Dmitry Kuznichov, et al. ∙

research

∙ 03/19/2019

Deep Eikonal Solvers

A deep learning approach to numerically approximate the solution to the ...

12 Moshe Lichtenstein, et al. ∙

research

∙ 02/25/2019

Learning to Optimize Multigrid PDE Solvers

Constructing fast numerical solvers for partial differential equations (...

0 Daniel Greenfeld, et al. ∙

research

∙ 01/19/2019

Synthesizing facial photometries and corresponding geometries using generative adversarial networks

Artificial data synthesis is currently a well studied topic with useful ...

0 Gil Shamai, et al. ∙

research

∙ 12/18/2018

Mo-Net: Flavor the Moments in Learning to Classify Shapes

A fundamental question in learning to classify 3D shapes is how to treat...

0 Mor Joseph-Rivlin, et al. ∙

research

∙ 12/06/2018

Self-supervised Learning of Dense Shape Correspondence

We introduce the first completely unsupervised correspondence learning a...

6 Oshri Halimi, et al. ∙

research

∙ 08/24/2018

High Quality Facial Surface and Texture Synthesis via Generative Adversarial Networks

In the past several decades, many attempts have been made to model synth...

0 Ron Slossberg, et al. ∙

research

∙ 07/14/2018

Specular-to-Diffuse Translation for Multi-View Reconstruction

Most multi-view 3D reconstruction algorithms, especially when shape-from...

2 Shihao Wu, et al. ∙

research

∙ 04/22/2018

Self Functional Maps

A classical approach for surface classification is to find a compact alg...

0 Oshri Halimi, et al. ∙

research

∙ 11/16/2017

Parametric Manifold Learning Via Sparse Multidimensional Scaling

We propose a metric-learning framework for computing distance-preserving...

0 Gautam Pai, et al. ∙

research

∙ 07/25/2017

Efficient Deformable Shape Correspondence via Kernel Matching

We present a method to match three dimensional shapes under non-isometri...

0 Zorah Lähner, et al. ∙

research

∙ 07/07/2017

Sparse Approximation of 3D Meshes using the Spectral Geometry of the Hamiltonian Operator

The discrete Laplace operator is ubiquitous in spectral shape analysis, ...

0 Yoni Choukroun, et al. ∙

research

∙ 05/04/2017

A Deep Learning Perspective on the Origin of Facial Expressions

Facial expressions play a significant role in human communication and be...

0 Ran Breuer, et al. ∙

research

∙ 03/29/2017

Unrestricted Facial Geometry Reconstruction Using Image-to-Image Translation

It has been recently shown that neural networks can recover the geometri...

0 Matan Sela, et al. ∙

research

∙ 12/06/2016

Deep Stereo Matching with Dense CRF Priors

Stereo reconstruction from rectified images has recently been revisited ...

0 Ron Slossberg, et al. ∙

research

∙ 11/23/2016

Learning Invariant Representations Of Planar Curves

We propose a metric learning framework for the construction of invariant...

0 Gautam Pai, et al. ∙

research

∙ 11/15/2016

Learning Detailed Face Reconstruction from a Single Image

Reconstructing the detailed geometric structure of a face from a given i...

0 Elad Richardson, et al. ∙

research

∙ 11/07/2016

Hamiltonian operator for spectral shape analysis

Many shape analysis methods treat the geometry of an object as a metric ...

0 Yoni Choukroun, et al. ∙

research

∙ 09/25/2016

Fast Blended Transformations for Partial Shape Registration

Automatic estimation of skinning transformations is a popular way to def...

0 Alon Shtern, et al. ∙

research

∙ 09/22/2016

Customized Facial Constant Positive Air Pressure (CPAP) Masks

Sleep apnea is a syndrome that is characterized by sudden breathing halt...

0 Matan Sela, et al. ∙

research

∙ 09/22/2016

Randomized Independent Component Analysis

Independent component analysis (ICA) is a method for recovering statisti...

0 Matan Sela, et al. ∙

research

∙ 09/18/2016

Consistent Discretization and Minimization of the L1 Norm on Manifolds

The L1 norm has been tremendously popular in signal and image processing...

0 Alex Bronstein, et al. ∙

research

∙ 09/14/2016

3D Face Reconstruction by Learning from Synthetic Data

Fast and robust three-dimensional reconstruction of facial geometric str...

0 Elad Richardson, et al. ∙

research

∙ 11/28/2015

Real-Time Depth Refinement for Specular Objects

The introduction of consumer RGB-D scanners set off a major boost in 3D ...

0 Roy Or-El, et al. ∙

research

∙ 07/21/2015

Rule Of Thumb: Deep derotation for improved fingertip detection

We investigate a novel global orientation regression approach for articu...

0 Aaron Wetzler, et al. ∙

research

∙ 09/15/2014

On the optimality of shape and data representation in the spectral domain

A proof of the optimality of the eigenfunctions of the Laplace-Beltrami ...

0 Yonathan Aflalo, et al. ∙

research

∙ 01/29/2014

Graph matching: relax or not?

We consider the problem of exact and inexact matching of weighted undire...

0 Yonathan Aflalo, et al. ∙

research

∙ 11/18/2013

On Nonrigid Shape Similarity and Correspondence

An important operation in geometry processing is finding the corresponde...

0 Alon Shtern, et al. ∙

research

∙ 10/16/2013

Matching LBO eigenspace of non-rigid shapes via high order statistics

A fundamental tool in shape analysis is the virtual embedding of the Rie...

0 Alon Shtern, et al. ∙

research

∙ 10/02/2012

Schrödinger Diffusion for Shape Analysis with Texture

In recent years, quantities derived from the heat equation have become p...

0 Jose A. Iglesias, et al. ∙

research

∙ 01/22/2011

Diffusion framework for geometric and photometric data fusion in non-rigid shape analysis

In this paper, we explore the use of the diffusion geometry framework fo...

0 Artiom Kovnatsky, et al. ∙

research

∙ 12/29/2010

Affine-invariant geodesic geometry of deformable 3D shapes

Natural objects can be subject to various transformations yet still pres...

0 Dan Raviv, et al. ∙

Ron Kimmel

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