Publications by Yann Rodriguez

On the Recent Use of Local Binary Patterns for Face Authentication

Sébastien Marcel, Guillaume Heusch, Yann Rodriguez

This paper presents a survey on the recent use of Local Binary Patterns (LBPs) for face recognition. LBP is becoming a popular technique for face representation. It is a non-parametric kernel which summarizes the local spacial structure of an image and it ...

2007

Face Detection and Verification using Local Binary Patterns

Yann Rodriguez

This thesis proposes a robust Automatic Face Verification (AFV) system using Local Binary Patterns (LBP). AFV is mainly composed of two modules: Face Detection (FD) and Face Verification (FV). The purpose of FD is to determine whether there are any face in ...

École Polytechnique Fédérale de Lausanne2006

Face Detection and Verification using Local Binary Patterns

Yann Rodriguez

This thesis proposes a robust Automatic Face Verification (AFV) system using Local Binary Patterns (LBP). AFV is mainly composed of two modules: Face Detection (FD) and Face Verification (FV). The purpose of FD is to determine whether there are any face in ...

IDIAP2006

Face detection and verification using local binary patterns

Yann Rodriguez

This thesis proposes a robust Automatic Face Verification (AFV) system using Local Binary Patterns (LBP). AFV is mainly composed of two modules: Face Detection (FD) and Face Verification (FV). The purpose of FD is to determine whether there are any face in ...

EPFL2006

Hand Posture Classification and Recognition using the Modified Census Transform

Sébastien Marcel, Yann Rodriguez, Agnès Just

Developing new techniques for human-computer interaction is very challenging. Vision-based techniques have the advantage of being unobtrusive and hands are a natural device that can be used for more intuitive interfaces. But in order to use hands for inter ...

IDIAP2006

Hand Posture Classification and Recognition using the Modified Census Transform

Sébastien Marcel, Yann Rodriguez, Agnès Just

Developing new techniques for human-computer interaction is very challenging. Vision-based techniques have the advantage of being unobtrusive and hands are a natural device that can be used for more intuitive interfaces. But in order to use hands for inter ...

2006

Robust-to-Illumination Face Localisation using Active Shape Models and Local Binary Patterns

Sébastien Marcel, Yann Rodriguez, Jean Keomany

This paper addresses the problem of locating facial features in images of frontal faces taken under different lighting conditions. The well-known Active Shape Model method proposed by Cootes {\it et al.} is extended to improve its robustness to illuminatio ...

IDIAP2006

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The purpose of Face localization is to determine the coordinates of a face in a given image. It is a fundamental research area in computer vision because it serves, as a necessary first step, any face processing systems, such as automatic face recognition, ...

2006

Face Authentication Using Adapted Local Binary Pattern Histograms

Sébastien Marcel, Yann Rodriguez

In this paper, we propose a novel generative approach for face authentication, based on a Local Binary Pattern (LBP) description of the face. A generic face model is considered as a collection of LBP-histograms. Then, a client-specific model is obtained by ...

IDIAP2006

Face Authentication Using Adapted Local Binary Pattern Histograms

Sébastien Marcel, Yann Rodriguez

In this paper, we propose a novel generative approach for face authentication, based on a Local Binary Pattern (LBP) description of the face. A generic face model is considered as a collection of LBP-histograms. Then, a client-specific model is obtained by ...

2006

Yann Rodriguez

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On the Recent Use of Local Binary Patterns for Face Authentication

Face Detection and Verification using Local Binary Patterns

Face Detection and Verification using Local Binary Patterns

Face detection and verification using local binary patterns

Hand Posture Classification and Recognition using the Modified Census Transform

Hand Posture Classification and Recognition using the Modified Census Transform

Robust-to-Illumination Face Localisation using Active Shape Models and Local Binary Patterns

Face Authentication Using Adapted Local Binary Pattern Histograms

Face Authentication Using Adapted Local Binary Pattern Histograms

Robust-to-Illumination Face Localisation using Active Shape Models and Local Binary Patterns

Face Detection and Verification using Local Binary Patterns

On the Recent Use of Local Binary Patterns for Face Authentication

Face Detection and Verification using Local Binary Patterns

Face detection and verification using local binary patterns

Face Authentication Using Adapted Local Binary Pattern Histograms

Hand Posture Classification and Recognition using the Modified Census Transform

Hand Posture Classification and Recognition using the Modified Census Transform

Face Authentication Using Adapted Local Binary Pattern Histograms