Search Results for author: Benjamin Allaert

Found 7 papers, 1 papers with code

eMotion-GAN: A Motion-based GAN for Photorealistic and Facial Expression Preserving Frontal View Synthesis

1 code implementation15 Apr 2024 Omar Ikne, Benjamin Allaert, Ioan Marius Bilasco, Hazem Wannous

Considering the motion induced by head variation as noise and the motion induced by facial expression as the relevant information, our model is trained to filter out the noisy motion in order to retain only the motion related to facial expression.

Facial Expression Recognition Facial Expression Recognition (FER)

Windowed-FourierMixer: Enhancing Clutter-Free Room Modeling with Fourier Transform

no code implementations28 Feb 2024 Bruno Henriques, Benjamin Allaert, Jean-Philippe Vandeborre

In this context, inpainting indoor environments from a single image plays a crucial role in modeling the internal structure of interior spaces as it enables the creation of textured and clutter-free reconstructions.

Spiking-Fer: Spiking Neural Network for Facial Expression Recognition With Event Cameras

no code implementations20 Apr 2023 Sami Barchid, Benjamin Allaert, Amel Aissaoui, José Mennesson, Chaabane Djéraba

Facial Expression Recognition (FER) is an active research domain that has shown great progress recently, notably thanks to the use of large deep learning models.

Data Augmentation Facial Expression Recognition +1

Impact of facial landmark localization on facial expression recognition

no code implementations26 May 2019 Romain Belmonte, Benjamin Allaert, Pierre Tirilly, Ioan Marius Bilasco, Chaabane Djeraba, Nicu Sebe

Although facial landmark localization (FLL) approaches are becoming increasingly accurate for characterizing facial regions, one question remains unanswered: what is the impact of these approaches on subsequent related tasks?

Face Alignment Facial Expression Recognition +1

Facial Expressions Analysis Under Occlusions Based on Specificities of Facial Motion Propagation

no code implementations30 Apr 2019 Delphine Poux, Benjamin Allaert, Jose Mennesson, Nacim Ihaddadene, Ioan Marius Bilasco, Chaabane Djeraba

The main innovation brought by this contribution consists in exploiting the specificities of facial movement propagation for recognizing expressions in presence of important occlusions.

Optical Flow Techniques for Facial Expression Analysis -- a Practical Evaluation Study

no code implementations25 Apr 2019 Benjamin Allaert, Isaac Ronald Ward, Ioan Marius Bilasco, Chaabane Djeraba, Mohammed Bennamoun

Optical flow techniques are becoming increasingly performant and robust when estimating motion in a scene, but their performance has yet to be proven in the area of facial expression recognition.

Data Augmentation Facial Expression Recognition +2

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