Philippe Henri Gosselin

Orcid: 0000-0002-0973-4030

According to our database1, Philippe Henri Gosselin authored at least 84 papers between 2004 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
MORGAN: MPEG Original Reference Geometric Avatar Neutral.
Proceedings of the 28th International ACM Conference on 3D Web Technology, 2023

S2F2: Self-Supervised High Fidelity Face Reconstruction from Monocular Image.
Proceedings of the 17th IEEE International Conference on Automatic Face and Gesture Recognition, 2023

2022
SCAF: Skip-Connections in Auto-encoder for Face Alignment with Few Annotated Data.
Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022

2021
Practical Face Reconstruction via Differentiable Ray Tracing.
Comput. Graph. Forum, 2021

Towards High Fidelity Monocular Face Reconstruction with Rich Reflectance using Self-supervised Learning and Ray Tracing.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

FacialFilmroll: High-resolution multi-shot video editing.
Proceedings of the CVMP '21: European Conference on Visual Media Production, London, United Kingdom, December 6, 2021

2020
FaceLab: Scalable Facial Performance Capture for Visual Effects.
Proceedings of the DigiPro '20: The Digital Production Symposium, 2020

2019
Face Reflectance and Geometry Modeling via Differentiable Ray Tracing.
CoRR, 2019

2017
Higher-Order Occurrence Pooling for Bags-of-Words: Visual Concept Detection.
IEEE Trans. Pattern Anal. Mach. Intell., 2017

LBP-and-ScatNet-based combined features for efficient texture classification.
Multim. Tools Appl., 2017

Data Dependent Kernel Approximation using Pseudo Random Fourier Features.
CoRR, 2017

A Handcrafted Normalized-Convolution Network for Texture Classification.
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

2016
Local polynomial space-time descriptors for action classification.
Mach. Vis. Appl., 2016

An integrated descriptor for texture classification.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

A scattering transform combination with local binary pattern for texture classification.
Proceedings of the 14th International Workshop on Content-Based Multimedia Indexing, 2016

2015
A Comparison of Dense Region Detectors for Image Search and Fine-Grained Classification.
IEEE Trans. Image Process., 2015

Indexation multimédia par dictionnaires visuels en environnement décentralisé. Une approche par protocoles Gossip.
Traitement du Signal, 2015

Challenges in Content-Based Image Indexing of Cultural Heritage Collections: Support vector machine active learning with applications to text classification.
IEEE Signal Process. Mag., 2015

A unified framework for local visual descriptors evaluation.
Pattern Recognit., 2015

Asynchronous gossip principal components analysis.
Neurocomputing, 2015


Asynchronous decentralized convex optimization through short-term gradient averaging.
Proceedings of the 23rd European Symposium on Artificial Neural Networks, 2015

2014
Efficient and Effective Hierarchical Feature Propagation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

A tensor motion descriptor based on histograms of gradients and optical flow.
Pattern Recognit. Lett., 2014

Revisiting the Fisher vector for fine-grained classification.
Pattern Recognit. Lett., 2014

Boosted kernel for image categorization.
Multim. Tools Appl., 2014

Efficient Metric Learning Based Dimension Reduction Using Sparse Projectors for Image Near Duplicate Retrieval.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Dimensionality reduction of visual features using sparse projectors for content-based image retrieval.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Dimensionality reduction in decentralized networks by Gossip aggregation of principal components analyzers.
Proceedings of the 22th European Symposium on Artificial Neural Networks, 2014

Covariance Descriptors for 3D Shape Matching and Retrieval.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Evaluation of second-order visual features for land-use classification.
Proceedings of the 12th International Workshop on Content-Based Multimedia Indexing, 2014

2013
Interactive Multiscale Classification of High-Resolution Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013

Web-Scale Image Retrieval Using Compact Tensor Aggregation of Visual Descriptors.
IEEE Multim., 2013

Efficient image signatures and similarities using tensor products of local descriptors.
Comput. Vis. Image Underst., 2013

Local polynomial space-time descriptors for actions classification.
Proceedings of the 13. IAPR International Conference on Machine Vision Applications, 2013

Revisiting the VLAD image representation.
Proceedings of the ACM Multimedia Conference, 2013

Remote sensing image representation based on hierarchical histogram propagation.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

3D shape similarity using vectors of locally aggregated tensors.
Proceedings of the IEEE International Conference on Image Processing, 2013

A unified formalism for video descriptors.
Proceedings of the IEEE International Conference on Image Processing, 2013

Multi-criteria search algorithm: An efficient approximate k-NN algorithm for image retrieval.
Proceedings of the IEEE International Conference on Image Processing, 2013

Decentralized K-Means Using Randomized Gossip Protocols for Clustering Large Datasets.
Proceedings of the 13th IEEE International Conference on Data Mining Workshops, 2013

Efficient supervised dimensionality reduction for image categorization.
Proceedings of the IEEE International Conference on Acoustics, 2013

Machine Learning and Content-Based Multimedia Retrieval.
Proceedings of the 21st European Symposium on Artificial Neural Networks, 2013

Fast Approximation of Distance Between Elastic Curves using Kernels.
Proceedings of the British Machine Vision Conference, 2013

Compact Vectors of Locally Aggregated Tensors for 3D Shape Retrieval.
Proceedings of the 6th Eurographics Workshop on 3D Object Retrieval, 2013

2012
Multiscale Classification of Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2012

A Tensor Based on Optical Flow for Global Description of Motion in Videos.
Proceedings of the 25th SIBGRAPI Conference on Graphics, Patterns and Images, 2012

Improving texture description in remote sensing image multi-scale classification tasks by using visual words.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Descriptor correlation analysis for remote sensing image multi-scale classification.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Using spatial pyramids with compacted VLAT for image categorization.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Compact tensor based image representation for similarity search.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Boosting kernel combination for multi-class image categorization.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Online Kernel Learning for interactive retrieval in dynamic image databases.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Linear kernel combination using boosting.
Proceedings of the 20th European Symposium on Artificial Neural Networks, 2012

2011
Incremental kernel learning for active image retrieval without global dictionaries.
Pattern Recognit., 2011

Inexact graph matching based on kernels for object retrieval in image databases.
Image Vis. Comput., 2011


Improving image similarity with vectors of locally aggregated tensors.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Apprentissage interactif pour la recherche par le contenu dans les bases multimédias. (Interactive Learning for Content-Based Retrieval in Multimedia Databases).
, 2011

2010

Indexing of 3d models based on graph of surfacic regions.
Proceedings of the ACM workshop on 3D object retrieval, 2010

Active Boosting for Interactive Object Retrieval.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Kernel on Graphs Based on Dictionary of Paths for Image Retrieval.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

2009
FReBIR: An image retrieval system based on fuzzy region matching.
Comput. Vis. Image Underst., 2009

2008
Online Content-Based Image Retrieval Using Active Learning.
Proceedings of the Machine Learning Techniques for Multimedia, 2008

Active Learning Methods for Interactive Image Retrieval.
IEEE Trans. Image Process., 2008

Combining visual dictionary, kernel-based similarity and learning strategy for image category retrieval.
Comput. Vis. Image Underst., 2008

Image retrieval with graph kernel on regions.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Recherche d'images par noyaux sur graphes de régions.
Proceedings of the Extraction et gestion des connaissances (EGC'2008), 2008

2007
Stochastic exploration and active learning for image retrieval.
Image Vis. Comput., 2007

Kernels on Bags of Fuzzy Regions for Fast Object retrieval.
Proceedings of the International Conference on Image Processing, 2007

Kernels on bags for multi-object database retrieval.
Proceedings of the 6th ACM International Conference on Image and Video Retrieval, 2007

RETIN: a smart interactive digital media retrieval system.
Proceedings of the 6th ACM International Conference on Image and Video Retrieval, 2007

2006
Feature-based approach to semi-supervised similarity learning.
Pattern Recognit., 2006

Multimedia indexing and fast retrieval based on a vote system.
Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

Precision-Oriented Active Selection for Interactive Image Retrieval.
Proceedings of the International Conference on Image Processing, 2006

Image Retrieval using Long-Term Semantic Learning.
Proceedings of the International Conference on Image Processing, 2006

2005
Méthodes d'apprentissage pour la recherche de catégories dans des bases d'images. (Learning methods for category retrieval in image databases).
PhD thesis, 2005

Interactive Exploration for Image Retrieval.
EURASIP J. Adv. Signal Process., 2005

Semantic kernel learning for interactive image retrieval.
Proceedings of the 2005 International Conference on Image Processing, 2005

Semantic Learning Methods: Application to Image Retrieval.
Proceedings of the Actes de CAP 05, Conférence francophone sur l'apprentissage automatique, 2005

2004
Semantic kernel updating for content-based image retrieval.
Proceedings of the Sixth IEEE International Symposium on Multimedia Software Engineering, 2004

Retin al: an active learning strategy for image category retrieval.
Proceedings of the 2004 International Conference on Image Processing, 2004

A Comparison of Active Classification Methods for ContentBased Image Retrieval.
Proceedings of the First International Workshop on Computer Vision meets Databases, 2004


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