Search Results - "Kacem, Anis"

Dynamic Facial Expression Generation on Hilbert Hypersphere With Conditional Wasserstein Generative Adversarial Nets by Otberdout, Naima, Daoudi, Mohamed, Kacem, Anis, Ballihi, Lahoucine, Berretti, Stefano

“…In this work, we propose a novel approach for generating videos of the six basic facial expressions given a neutral face image. We propose to exploit the face…”
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Automatic Analysis of Facial Expressions Based on Deep Covariance Trajectories by Otberdout, Naima, Kacem, Anis, Daoudi, Mohamed, Ballihi, Lahoucine, Berretti, Stefano

“…In this article, we propose a new approach for facial expression recognition (FER) using deep covariance descriptors. The solution is based on the idea of…”
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A Novel Geometric Framework on Gram Matrix Trajectories for Human Behavior Understanding by Kacem, Anis, Daoudi, Mohamed, Amor, Boulbaba Ben, Berretti, Stefano, Alvarez-Paiva, Juan Carlos

“…In this paper, we propose a novel space-time geometric representation of human landmark configurations and derive tools for comparison and classification. We…”
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Discriminator-free Unsupervised Domain Adaptation for Multi-label Image Classification by Singh, Inder Pal, Ghorbel, Enjie, Kacem, Anis, Rathinam, Arunkumar, Aouada, Djamila

“…In this paper, a discriminator-free adversarial-based Unsupervised Domain Adaptation (UDA) for Multi-Label Image Classification (MLIC) referred to as DDA-MLIC…”
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Hardware Aware Evolutionary Neural Architecture Search using Representation Similarity Metric by Sinha, Nilotpal, El Rahman Shabayek, Abd, Kacem, Anis, Rostami, Peyman, Shneider, Carl, Aouada, Djamila

“…Hardware-aware Neural Architecture Search (HW-NAS) is a technique used to automatically design the architecture of a neural network for a specific task and…”
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Detecting Depression Severity by Interpretable Representations of Motion Dynamics by Kacem, Anis, Hammal, Zakia, Daoudi, Mohamed, Cohn, Jeffrey

“…Recent breakthroughs in deep learning using automated measurement of face and head motion have made possible the first objective measurement of depression…”
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SepicNet: Sharp Edges Recovery by Parametric Inference of Curves in 3D Shapes by Cherenkova, Kseniya, Dupont, Elona, Kacem, Anis, Arzhannikov, Ilya, Gusev, Gleb, Aouada, Djamila

“…3D scanning as a technique to digitize objects in reality and create their 3D models, is used in many fields and areas. Though the quality of 3D scans depends…”
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SHARP Challenge 2023: Solving CAD History and pArameters Recovery from Point clouds and 3D scans. Overview, Datasets, Metrics, and Baselines by Mallis, Dimitrios, Ali, Sk Aziz, Dupont, Elona, Cherenkova, Kseniya, Karadeniz, Ahmet Serdar, Khan, Mohammad Sadil, Kacem, Anis, Gusev, Gleb, Aouada, Djamila

“…Recent breakthroughs in geometric deep learning (DL) and the availability of large computer-aided design (CAD) datasets have advanced the research on learning…”
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CADOps-Net: Jointly Learning CAD Operation Types and Steps from Boundary-Representations by Dupont, Elona, Cherenkova, Kseniya, Kacem, Anis, Ali, Sk Aziz, Arzhannikov, Ilya, Gusev, Gleb, Aouada, Djamila

“…3D reverse engineering is a long sought-after, yet not completely achieved goal in the Computer-Aided Design (CAD) industry. The objective is to recover the…”
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Dynamic Facial Expression Generation on Hilbert Hypersphere with Conditional Wasserstein Generative Adversarial Nets by Otberdout, Naima, Daoudi, Mohamed, Kacem, Anis, Ballihi, Lahoucine, Berretti, Stefano

“…In this work, we propose a novel approach for generating videos of the six basic facial expressions given a neutral face image. We propose to exploit the face…”
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DermSynth3D: Synthesis of in-the-wild annotated dermatology images by Sinha, Ashish, Kawahara, Jeremy, Pakzad, Arezou, Abhishek, Kumar, Ruthven, Matthieu, Ghorbel, Enjie, Kacem, Anis, Aouada, Djamila, Hamarneh, Ghassan

“…In recent years, deep learning (DL) has shown great potential in the field of dermatological image analysis. However, existing datasets in this domain have…”
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Impact of fuel energy prices in Tunisia by Jebali, Lassaad, Kacem, Anis

“…The policy of subsidizing petroleum derivatives in Tunisia distorts the real prices of goods and services. It does not take care on environment. There is no…”
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A Novel Space-Time Representation on the Positive Semidefinite Cone for Facial Expression Recognition by Kacem, Anis, Daoudi, Mohamed, Ben Amor, Boulbaba, Alvarez-Paiva, Juan Carlos

“…In this paper, we study the problem of facial expression recognition using a novel space-time geometric representation. We describe the temporal evolution of…”
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A Finite Volume Framework for Geometric Surface Processing by Kacem, Anis, Hamza, A. Ben

“…We present a surface denoising method using the vertex-centered finite volume method coupled with the mesh covariance fractional anisotropy. The approach is…”
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Disentangled Face Identity Representations for Joint 3D Face Recognition and Neutralisation by Kacem, Anis, Cherenkova, Kseniya, Aouada, Djamila

“…In this paper, we propose a new deep learning based approach for disentangling face identity representations from expressive 3D faces. Given a 3D face, our…”
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Hybrid Attention for Robust RGB-T Pedestrian Detection in Real-World Conditions by Rathinam, Arunkumar, Pauly, Leo, Shabayek, Abd El Rahman, Rharbaoui, Wassim, Kacem, Anis, Gaudillière, Vincent, Aouada, Djamila

“…Multispectral pedestrian detection has gained significant attention in recent years, particularly in autonomous driving applications. To address the challenges…”
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DAVINCI: A Single-Stage Architecture for Constrained CAD Sketch Inference by Karadeniz, Ahmet Serdar, Mallis, Dimitrios, Mejri, Nesryne, Cherenkova, Kseniya, Kacem, Anis, Aouada, Djamila

“…This work presents DAVINCI, a unified architecture for single-stage Computer-Aided Design (CAD) sketch parameterization and constraint inference directly from…”
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How Effective is Pre-training of Large Masked Autoencoders for Downstream Earth Observation Tasks? by Sosa, Jose, Aloulou, Mohamed, Rukhovich, Danila, Sleimi, Rim, Changaival, Boonyarit, Kacem, Anis, Aouada, Djamila

“…Self-supervised pre-training has proven highly effective for many computer vision tasks, particularly when labelled data are scarce. In the context of Earth…”
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Disentangled Face Identity Representations for joint 3D Face Recognition and Expression Neutralisation by Kacem, Anis, Cherenkova, Kseniya, Aouada, Djamila

“…In this paper, we propose a new deep learning-based approach for disentangling face identity representations from expressive 3D faces. Given a 3D face, our…”
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PICASSO: A Feed-Forward Framework for Parametric Inference of CAD Sketches via Rendering Self-Supervision by Karadeniz, Ahmet Serdar, Mallis, Dimitrios, Mejri, Nesryne, Cherenkova, Kseniya, Kacem, Anis, Aouada, Djamila

“…We propose PICASSO, a novel framework CAD sketch parameterization from hand-drawn or precise sketch images via rendering self-supervision. Given a drawing of a…”
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