List of works - Pascal Vitali Fua

A Performance Evaluation of Local Features for Image-Based 3D Reconstruction

scientific article published on 09 April 2019

A fully automated approach to segmentation of irregularly shaped cellular structures in EM images

scientific article published on 01 January 2010

A real-time deformable detector

scientific article published in February 2012

Active testing search for point cloud matching.

scientific article published in January 2013

Are Existing Monocular Computer Vision-Based 3D Motion Capture Approaches Ready for Deployment? A Methodological Study on the Example of Alpine Skiing

scientific article published on 06 October 2019

Automated reconstruction of dendritic and axonal trees by global optimization with geometric priors

scientific article published in September 2011

BRIEF: Binary Robust Independent Elementary Features

scientific article published in 2010

BRIEF: Computing a Local Binary Descriptor Very Fast

scientific article published on 10 November 2011

Backpropagation-Friendly Eigendecomposition ⬇️

scientific article published in January 2019

Beyond Sharing Weights for Deep Domain Adaptation

scientific article published on 08 March 2018

Caenorhabditis elegans segmentation using texture-based models for motility phenotyping

scientific article published in August 2014

Classification-based probabilistic modeling of texture transition for fast line search tracking and delineation.

scientific article published in March 2009

Computer vision profiling of neurite outgrowth dynamics reveals spatiotemporal modularity of Rho GTPase signaling

scientific article

Correlative in vivo 2-photon imaging and focused ion beam scanning electron microscopy: 3D analysis of neuronal ultrastructure.

scientific article

DAISY: an efficient dense descriptor applied to wide-baseline stereo

scientific article

DISK: Learning local features with policy gradient ⬇️

scientific article published in November 2020

DeepFly3D, a deep learning-based approach for 3D limb and appendage tracking in tethered, adult

scientific article published on 04 October 2019

Dendritic tree extraction from noisy maximum intensity projection images in C. elegans

scientific article published on 12 June 2014

Detecting Flying Objects using a Single Moving Camera

scientific article published on 6 May 2016

Domain adaptation for microscopy imaging.

scientific article published on 2 December 2014

Efficient scanning for EM based target localization

scientific article published on 01 January 2012

Eigendecomposition-Free Training of Deep Networks for Linear Least-Square Problems

scientific article published on 06 March 2020

Estimation and visualization of sagittal kinematics of lower limbs orientation using body-fixed sensors

scientific article published in July 2006

Exploiting enclosing membranes and contextual cues for mitochondria segmentation

scientific article published on 01 January 2014

Exploring Ambiguities for Monocular Non-rigid Shape Estimation

Fast keypoint recognition using random ferns

scientific article published in March 2010

Fast part-based classification for instrument detection in minimally invasive surgery

scientific article published on 01 January 2014

Flash scanning electron microscopy

scientific article published on 01 January 2013

From canonical poses to 3D motion capture using a single camera.

scientific article published in July 2010

GarNet++: Improving Fast and Accurate Static 3D Cloth Draping by Curvature Loss

scientific article published on 21 July 2020

Geometric Graph Matching Using Monte Carlo Tree Search.

scientific article

Gradient response maps for real-time detection of textureless objects

scientific article published in May 2012

Hybrid Algorithms for the Minimum-Weight Rooted Arborescence Problem

Implicit meshes for surface reconstruction

scientific article published in February 2006

Joint Segmentation and Path Classification of Curvilinear Structures

scientific article published on 06 June 2019

Keypoint recognition using randomized trees

scientific article published in September 2006

Kullback-Leibler Proximal Variational Inference ⬇️

LDAHash: Improved Matching with Smaller Descriptors ⬇️

scientific article published on May 19, 2011

LF-Net: Learning Local Features from Images ⬇️

Learning Active Learning from Data ⬇️

scientific article published in January 2017

Learning Image Descriptors with the Boosting-Trick ⬇️

scientific article published in January 2012

Learning Separable Filters.

scientific article published in January 2015

Learning context cues for synapse segmentation

scientific article published on 11 June 2013

Learning context cues for synapse segmentation in EM volumes

scientific article published on 01 January 2012

Learning structured models for segmentation of 2-D and 3-D imagery.

scientific article published on 26 November 2014

Linear local models for monocular reconstruction of deformable surfaces.

scientific article published in May 2011

Live texturing of augmented reality characters from colored drawings

scientific article published on 23 July 2015

Matching Seqlets: An Unsupervised Approach for Locality Preserving Sequence Matching

scientific article published on 14 August 2019

MeshSDF: Differentiable Iso-Surface Extraction ⬇️

Mo2Cap2: Real-time Mobile 3D Motion Capture with a Cap-mounted Fisheye Camera

scientific article published on 15 February 2019

Modeling brain circuitry over a wide range of scales ⬇️

scientific article

Monocular 3D reconstruction of locally textured surfaces

scientific article published in June 2012

Multi-Commodity Network Flow for Tracking Multiple People

scientific article published in August 2014

Multicamera people tracking with a probabilistic occupancy map.

scientific article published in February 2008

Multiple Object Tracking Using K-Shortest Paths Optimization

scientific article published on 28 January 2011

Multiscale Centerline Detection

scientific article published in July 2016

Network Flow Integer Programming to Track Elliptical Cells in Time-Lapse Sequences

scientific article published on 15 December 2016

NeuroMorph: a toolset for the morphometric analysis and visualization of 3D models derived from electron microscopy image stacks.

scientific article published on January 2015

Non-Linear Domain Adaptation with Boosting ⬇️

Non-Rigid Graph Registration Using Active Testing Search

scientific article published on March 2015

Real-time camera pose estimation for sports fields

scholarly article

Receptive fields selection for binary feature description.

scientific article published on 16 April 2014

Reconstructing Curvilinear Networks Using Path Classifiers and Integer Programming

scientific article

Reconstructing Evolving Tree Structures in Time Lapse Sequences by Enforcing Time-Consistency

scientific article published on 10 March 2017

Reconstructing geometrically consistent tree structures from noisy images

scientific article published on 01 January 2010

Robust 3D Object Tracking from Monocular Images using Stable Parts

scientific article published on 26 May 2017

SLIC superpixels compared to state-of-the-art superpixel methods

scientific article published in November 2012

Simultaneous segmentation and anatomical labeling of the cerebral vasculature

scientific article published on 01 January 2014

Simultaneous segmentation and anatomical labeling of the cerebral vasculature.

scientific article published in April 2016

Stable real-time 3D tracking using online and offline information.

scientific article published in October 2004

Steerable features for statistical 3D dendrite detection

article

Stereo-vision three-dimensional reconstruction of curvilinear structures imaged with a TEM.

scientific article published on 30 August 2017

Stochastic exploration of ambiguities for nonrigid shape recovery.

scientific article

Supervised feature learning for curvilinear structure segmentation

Supervoxel-based segmentation of mitochondria in em image stacks with learned shape features

scientific article published on 13 October 2011

Surface deformation models for nonrigid 3D shape recovery

scientific article published on 01 August 2007

Template-Based Monocular 3D Shape Recovery Using Laplacian Meshes. ⬇️

scientific article published in January 2016

The effects of aging on neuropil structure in mouse somatosensory cortex-A 3D electron microscopy analysis of layer 1

scientific article published in PLoS ONE

Tilt-less 3-D electron imaging and reconstruction of complex curvilinear structures.

scientific article published on 6 September 2017

Tracing in 2D to reduce the annotation effort for 3D deep delineation of linear structures

scientific article published on 09 November 2019

Tracking Interacting Objects Using Intertwined Flows

scientific article published on 30 December 2015

UCLID-Net: Single View Reconstruction in Object Space ⬇️

scientific article published in November 2020

Visual Correspondences for Unsupervised Domain Adaptation on Electron Microscopy Images

scientific article published on 09 October 2019

List of works by Pascal Vitali Fua

A Performance Evaluation of Local Features for Image-Based 3D Reconstruction

A fully automated approach to segmentation of irregularly shaped cellular structures in EM images

A real-time deformable detector

Active testing search for point cloud matching.

Are Existing Monocular Computer Vision-Based 3D Motion Capture Approaches Ready for Deployment? A Methodological Study on the Example of Alpine Skiing

Automated reconstruction of dendritic and axonal trees by global optimization with geometric priors

BRIEF: Binary Robust Independent Elementary Features

BRIEF: Computing a Local Binary Descriptor Very Fast

Backpropagation-Friendly Eigendecomposition ⬇️

Beyond Sharing Weights for Deep Domain Adaptation

Caenorhabditis elegans segmentation using texture-based models for motility phenotyping

Classification-based probabilistic modeling of texture transition for fast line search tracking and delineation.

Computer vision profiling of neurite outgrowth dynamics reveals spatiotemporal modularity of Rho GTPase signaling

Correlative in vivo 2-photon imaging and focused ion beam scanning electron microscopy: 3D analysis of neuronal ultrastructure.

DAISY: an efficient dense descriptor applied to wide-baseline stereo

DISK: Learning local features with policy gradient ⬇️

DeepFly3D, a deep learning-based approach for 3D limb and appendage tracking in tethered, adult

Dendritic tree extraction from noisy maximum intensity projection images in C. elegans

Detecting Flying Objects using a Single Moving Camera

Domain adaptation for microscopy imaging.

Efficient scanning for EM based target localization

Eigendecomposition-Free Training of Deep Networks for Linear Least-Square Problems

Estimation and visualization of sagittal kinematics of lower limbs orientation using body-fixed sensors

Exploiting enclosing membranes and contextual cues for mitochondria segmentation

Exploring Ambiguities for Monocular Non-rigid Shape Estimation

Fast keypoint recognition using random ferns

Fast part-based classification for instrument detection in minimally invasive surgery

Flash scanning electron microscopy

From canonical poses to 3D motion capture using a single camera.

GarNet++: Improving Fast and Accurate Static 3D Cloth Draping by Curvature Loss

Geometric Graph Matching Using Monte Carlo Tree Search.

Gradient response maps for real-time detection of textureless objects

Hybrid Algorithms for the Minimum-Weight Rooted Arborescence Problem

Implicit meshes for surface reconstruction

Joint Segmentation and Path Classification of Curvilinear Structures

Keypoint recognition using randomized trees

Kullback-Leibler Proximal Variational Inference ⬇️

LDAHash: Improved Matching with Smaller Descriptors ⬇️

LF-Net: Learning Local Features from Images ⬇️

Learning Active Learning from Data ⬇️

Learning Image Descriptors with the Boosting-Trick ⬇️

Learning Separable Filters.

Learning context cues for synapse segmentation

Learning context cues for synapse segmentation in EM volumes

Learning structured models for segmentation of 2-D and 3-D imagery.

Linear local models for monocular reconstruction of deformable surfaces.

Live texturing of augmented reality characters from colored drawings

Matching Seqlets: An Unsupervised Approach for Locality Preserving Sequence Matching

MeshSDF: Differentiable Iso-Surface Extraction ⬇️

Mo2Cap2: Real-time Mobile 3D Motion Capture with a Cap-mounted Fisheye Camera

Modeling brain circuitry over a wide range of scales ⬇️

Monocular 3D reconstruction of locally textured surfaces

Multi-Commodity Network Flow for Tracking Multiple People

Multicamera people tracking with a probabilistic occupancy map.

Multiple Object Tracking Using K-Shortest Paths Optimization

Multiscale Centerline Detection

Network Flow Integer Programming to Track Elliptical Cells in Time-Lapse Sequences

NeuroMorph: a toolset for the morphometric analysis and visualization of 3D models derived from electron microscopy image stacks.

Non-Linear Domain Adaptation with Boosting ⬇️

Non-Rigid Graph Registration Using Active Testing Search

Real-time camera pose estimation for sports fields

Receptive fields selection for binary feature description.

Reconstructing Curvilinear Networks Using Path Classifiers and Integer Programming

Reconstructing Evolving Tree Structures in Time Lapse Sequences by Enforcing Time-Consistency

Reconstructing geometrically consistent tree structures from noisy images

Robust 3D Object Tracking from Monocular Images using Stable Parts

SLIC superpixels compared to state-of-the-art superpixel methods

Simultaneous segmentation and anatomical labeling of the cerebral vasculature

Simultaneous segmentation and anatomical labeling of the cerebral vasculature.

Stable real-time 3D tracking using online and offline information.

Steerable features for statistical 3D dendrite detection

Stereo-vision three-dimensional reconstruction of curvilinear structures imaged with a TEM.

Stochastic exploration of ambiguities for nonrigid shape recovery.

Supervised feature learning for curvilinear structure segmentation

Supervoxel-based segmentation of mitochondria in em image stacks with learned shape features

Surface deformation models for nonrigid 3D shape recovery

Template-Based Monocular 3D Shape Recovery Using Laplacian Meshes. ⬇️

The effects of aging on neuropil structure in mouse somatosensory cortex-A 3D electron microscopy analysis of layer 1

Tilt-less 3-D electron imaging and reconstruction of complex curvilinear structures.