Search Results for author: Lahoucine Ballihi

Found 5 papers, 0 papers with code

SpATr: MoCap 3D Human Action Recognition based on Spiral Auto-encoder and Transformer Network

no code implementations30 Jun 2023 Hamza Bouzid, Lahoucine Ballihi

In this work, we show competitive recognition rate and high memory efficiency by building our auto-encoder based on spiral convolutions, which are light weight convolution directly applied to mesh data with fixed topologies, and by modeling temporal evolution using a attention, that can handle large sequences.

Action Recognition Temporal Action Localization

Facial Expression Video Generation Based-On Spatio-temporal Convolutional GAN: FEV-GAN

no code implementations Intelligent Systems with Applications 2022 Hamza Bouzid, Lahoucine Ballihi

Starting from a single neutral facial image and a label indicating the desired facial expression, we aim to synthesize a video of the given identity performing the specified facial expression.

Facial expression generation Video Generation

Deep Covariance Descriptors for Facial Expression Recognition

no code implementations10 May 2018 Naima Otberdout, Anis Kacem, Mohamed Daoudi, Lahoucine Ballihi, Stefano Berretti

In this paper, covariance matrices are exploited to encode the deep convolutional neural networks (DCNN) features for facial expression recognition.

Classification Facial Expression Recognition +2

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