Chi-Hieu Pham

14
Documents
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Présentation

Maître de conférences

Publications

Publications

Towards automation of warehouse management: Counting boxes on pallets via 3D reconstruction from a single image

Ikram Eddahmani , Thibault Napoléon , Chi-Hieu Pham , Isabelle Badoc , Marwa El-Bouz
Applied Intelligence, 2025, 55 (10), pp.766. ⟨10.1007/s10489-025-06621-z⟩
Article dans une revue hal-05119555 v1

Extension of physical activity recognition with 3D CNN using encrypted multiple sensory data to federated learning based on multi-key homomorphic encryption

Chi-Hieu Pham , Thien Huynh-The , Ehsan Sedgh-Gooya , Marwa El-Bouz , Ayman Alfalou
Computer Methods and Programs in Biomedicine, 2023, pp.107854. ⟨10.1016/j.cmpb.2023.107854⟩
Article dans une revue hal-04248917 v1
Image document

Unsupervised Learning of Disentangled Representation via Auto-Encoding: A Survey

Ikram Eddahmani , Chi-Hieu Pham , Thibault Napoléon , Isabelle Badoc , Jean-Rassaire Fouefack et al.
Sensors, 2023, 23 (4), pp.2362. ⟨10.3390/s23042362⟩
Article dans une revue hal-04092026 v1
Image document

PCA-AE: Principal Component Analysis Autoencoder for Organising the Latent Space of Generative Networks

Chi-Hieu Pham , Saïd Ladjal , Alasdair Newson
Journal of Mathematical Imaging and Vision, 2022, 64 (5), pp.569-585. ⟨10.1007/s10851-022-01077-z⟩
Article dans une revue hal-03713275 v1
Image document

SegSRGAN: Super-resolution and segmentation using generative adversarial networks — Application to neonatal brain MRI

Quentin Delannoy , Chi-Hieu Pham , Clément Cazorla , Carlos Tor-Díez , Guillaume Dollé et al.
Computers in Biology and Medicine, 2020, 120, pp.103755. ⟨10.1016/j.compbiomed.2020.103755⟩
Article dans une revue hal-02189136 v3
Image document

Multiscale brain MRI super-resolution using deep 3D convolutional networks

Chi-Hieu Pham , Carlos Tor-Díez , Hélène Meunier , Nathalie Bednarek , Ronan Fablet et al.
Computerized Medical Imaging and Graphics, 2019, 77, pp.101647. ⟨10.1016/j.compmedimag.2019.101647⟩
Article dans une revue hal-01635455 v2

Scout Monte Carlo: Preliminary Results of a Variance Reduction Technique for Photon Scattering Dose Calculation

Julien Bert , Didier Benoit , Chi-Hieu Pham , Dimitris Visvikis
IEEE Medical Imaging Conference (MIC)., Nov 2025, Yokohama, Japan
Communication dans un congrès hal-05374155 v1

Learning disentangled representation of video for pallet decomposition in industrial warehouses

Ikram Eddahmani , Chi Hieu Pham , Thibault Napoléon , Isabelle Badoc , Marwa El Bouz
Pattern Recognition and Tracking XXXIV, Apr 2023, Orlando, United States. pp.3, ⟨10.1117/12.2663161⟩
Communication dans un congrès hal-04136828 v1
Image document

Réseaux antagonistes génératifs pour la reconstruction super-résolution et la segmentation en IRM

Quentin Delannoy , Chi-Hieu Pham , Clément Cazorla , Carlos Tor-Díez , Guillaume Dollé et al.
Extraction et Gestion des Connaissances - Atelier Apprentissage Profond : Théorie et Applications (APTA@EGC), 2020, Bruxelles, Belgique
Communication dans un congrès hal-02387754 v1
Image document

Evaluation of cortical segmentation pipelines on clinical neonatal MRI data

Carlos Tor-Díez , Chi-Hieu Pham , Hélène Meunier , Sylvain Faisan , Isabelle Bloch et al.
Engineering in Medicine and Biology Conference (EMBC), 2019, Berlin, Germany. pp.6553-6556, ⟨10.1109/EMBC.2019.8856795⟩
Communication dans un congrès hal-01896545 v1
Image document

Super-résolution et segmentation simultanées d’IRM cérébrales néonatales par réseaux antagonistes génératifs

Chi-Hieu Pham , Carlos Tor-Díez , Hélène Meunier , Nathalie Bednarek , Ronan Fablet et al.
Congrès National d’Imagerie du Vivant (CNIV), 2019, Paris, France
Communication dans un congrès hal-01978970 v1
Image document

Simultaneous super-resolution and segmentation using a generative adversarial network: Application to neonatal brain MRI

Chi-Hieu Pham , Carlos Tor-Díez , Hélène Meunier , Nathalie Bednarek , Ronan Fablet et al.
International Symposium on Biomedical Imaging (ISBI), 2019, Venice, Italy. pp.991-994, ⟨10.1109/ISBI.2019.8759255⟩
Communication dans un congrès hal-01895163 v1

Brain MRI Super-Resolution using Deep 3D Convolutional Networks

Chi-Hieu Pham , Aurelien Ducournau , Ronan Fablet , François Rousseau
ISBI 2017 : IEEE 14th International Symposium on Biomedical Imaging, Apr 2017, Melbourne, Australia. pp.197 - 200, ⟨10.1109/ISBI.2017.7950500⟩
Communication dans un congrès hal-01596811 v1
Image document

Deep learning for medical image super resolution and segmentation

Chi-Hieu Pham
Image Processing [eess.IV]. Ecole nationale supérieure Mines-Télécom Atlantique, 2018. English. ⟨NNT : 2018IMTA0124⟩
Thèse tel-02124889 v1