Thanh Phuong Nguyen

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Publications

Publications

Multi-Scale Tiling for Pseudo-Labeling in Dense Scene Object Detection

Thi Quynh Khanh Dinh , Nadége Thirion-Moreau , Thanh Phuong Nguyen , Jean-Jacques Simon , Ludovic Escoubas

Pattern Recognition, 2026, pp.113436. ⟨10.1016/j.patcog.2026.113436⟩

Article dans une revue hal-05548373v1
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Tensor Decompositions for Signal Processing: Theory, Advances, and Applications

Neriman Tokcan , Shakir Showkat Sofi , Van Tien Pham , Clémence Prévost , Sofiane Kharbech et al.

Signal Processing, 2026, 238, pp.110191. ⟨10.1016/j.sigpro.2025.110191⟩

Article dans une revue hal-05135784v2
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Singular values-driven automated filter pruning

Van Tien Pham , Yassine Zniyed , Thanh Phuong Nguyen

Neural Networks, In press, pp.107857. ⟨10.1016/j.neunet.2025.107857⟩

Article dans une revue hal-05157087v1
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Coupled Tensor Decomposition for Compact Network Representation

Van Tien Pham , Yassine Zniyed , Thanh Phuong Nguyen

IEEE Transactions on Neural Networks and Learning Systems, In press, pp.1-15. ⟨10.1109/TNNLS.2025.3609797⟩

Article dans une revue hal-05249052v2
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Hand Gesture Recognition From Wrist-Worn Camera for Human–Machine Interaction

Hong-Quan Nguyen , Trung-Hieu Le , Trung-Kien Tran , Hoang-Nhat Tran , Thanh-Hai Tran et al.

IEEE Access, 2023, 11, pp.53262-53274. ⟨10.1109/ACCESS.2023.3279845⟩

Article dans une revue hal-04197197v1

A Comprehensive Taxonomy of Dynamic Texture Representation

Thanh Tuan Nguyen , Thanh Phuong Nguyen

ACM Computing Surveys, 2023, 55 (1), pp.1-39. ⟨10.1145/3487892⟩

Article dans une revue hal-03452572v1
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Reflection Symmetry Detection of Shapes Based on Shape Signatures

Thanh Phuong Nguyen , Hung Phuoc Truong , Thanh Tuan Nguyen , Yong-Guk Kim

Pattern Recognition, 2022, pp.108667. ⟨10.1016/j.patcog.2022.108667⟩

Article dans une revue hal-03620837v1

Dynamic texture description using adapted bipolar-invariant and blurred features

Thanh Tuan Nguyen , Thanh Phuong Nguyen , Frédéric Bouchara

Multidimensional Systems and Signal Processing, 2022, ⟨10.1007/s11045-022-00826-y⟩

Article dans une revue hal-03636801v1
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A novel filtering kernel based on difference of derivative Gaussians with applications to dynamic texture representation

Thanh Tuan Nguyen , Thanh Phuong Nguyen , Frédéric Bouchara

Signal Processing: Image Communication, 2021, 98, pp.116394. ⟨10.1016/j.image.2021.116394⟩

Article dans une revue hal-03378945v1
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Dynamic texture representation based on oriented magnitudes of Gaussian gradients

Thanh Tuan Nguyen , Thanh Phuong Nguyen , Frédéric Bouchara

Journal of Visual Communication and Image Representation, 2021, 81, pp.103330. ⟨10.1016/j.jvcir.2021.103330⟩

Article dans une revue hal-03413562v1
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Weighted statistical binary patterns for facial feature representation

Hung Phuoc Truong , Thanh Phuong Nguyen , Yong-Guk Kim

Applied Intelligence, 2021, ⟨10.1007/s10489-021-02477-1⟩

Article dans une revue hal-03249572v1
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A projection based method for shape measurement

Thanh Phuong Nguyen , Xuan Son Nguyen , Mohamed Anouar Borgi , M K Nguyen

Journal of Mathematical Imaging and Vision, In press

Article dans une revue hal-02368681v1

Prominent Local Representation for Dynamic Textures Based on High-order Gaussian-gradients

Thanh Tuan Nguyen , Thanh Phuong Nguyen , Frédéric Bouchara

IEEE Transactions on Multimedia, In press, pp.1-1. ⟨10.1109/TMM.2020.2997202⟩

Article dans une revue hal-02821457v1
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Directional Dense-Trajectory-based Patterns for Dynamic Texture Recognition

Thanh Tuan Nguyen , Thanh Phuong Nguyen , Frédéric Bouchara

IET Computer Vision, In press

Article dans une revue hal-02470418v1
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Rubik Gaussian-based patterns for dynamic texture classification

Thanh Tuan Nguyen , Thanh Phuong Nguyen , Frédéric Bouchara

Pattern Recognition Letters, In press, ⟨10.1016/j.patrec.2020.04.007⟩

Article dans une revue hal-02535942v1
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Momental directional patterns for dynamic texture recognition

Thanh Tuan Nguyen , Thanh Phuong Nguyen , Frédéric Bouchara , Xuan Son Nguyen

Computer Vision and Image Understanding, In press, ⟨10.1016/j.cviu.2019.102882⟩

Article dans une revue hal-02385372v1

Hierarchical Gaussian descriptor based on local pooling for action recognition

Xuan Son Nguyen , Abdel-Illah Mouaddib , Thanh Phuong Nguyen

Machine Vision and Applications, 2019

Article dans une revue hal-01978538v1

Completed statistical adaptive patterns on three orthogonal planes for recognition of dynamic textures and scenes

Thanh Tuan Nguyen , Thanh Phuong Nguyen , Frederic Bouchara

Journal of Electronic Imaging, 2018, 27 (05), pp.1

Article dans une revue hal-01978443v1

Statistical binary patterns and post-competitive representation for pattern recognition

Mohamed Anouar Borgi , Thanh Phuong Nguyen , Demetrio Labate , Chokri Ben Amar

International journal of machine learning and cybernetics, 2018, 9 (6), pp.1023 - 1038. ⟨10.1007/s13042-016-0625-9⟩

Article dans une revue hal-01858125v1

Shape measurement using LIP-signature

Thanh Phuong Nguyen , Xuan Son Nguyen

Computer Vision and Image Understanding, 2018, 171, pp.83-94. ⟨10.1016/j.cviu.2018.05.003⟩

Article dans une revue hal-01858124v1

Action recognition in depth videos using hierarchical gaussian descriptor

Laurent Jeanpierre , Xuan Son Nguyen , Abdel-Illah Mouaddib , Thanh Phuong Nguyen

Multimedia Tools and Applications, 2018, ⟨10.1007/s11042-017-5593-x⟩

Article dans une revue hal-01713003v1
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Local Derivative Pattern for Action Recognition in Depth Images

Xuan Son Nguyen , Thanh Phuong Nguyen , François Charpillet , Ngoc-Son Vu

Multimedia Tools and Applications, 2017, pp.1-19. ⟨10.1007/s11042-017-4749-z⟩

Article dans une revue hal-01657473v1
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Statistical binary patterns for rotational invariant texture classification

Thanh Phuong Nguyen , Ngoc-Son Vu , Antoine Manzanera

Neurocomputing, 2016, ⟨10.1016/j.neucom.2015.09.029⟩

Article dans une revue hal-01245103v1

Projection-based polygonality measurement

Thanh Phuong Nguyen , Thai V. Hoang

IEEE Transactions on Image Processing, 2015, pp.1. ⟨10.1109/TIP.2014.2370954⟩

Article dans une revue hal-01083726v1

Improving Texture Categorization with Biologically Inspired Filtering

Ngoc-Son Vu , Thanh Phuong Nguyen , Christophe Garcia

Image and Vision Computing, 2014, 6-7, 3, pp.424-436

Article dans une revue hal-01584903v1
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Spatial motion patterns: action models from semi-dense trajectories

Thanh Phuong Nguyen , Antoine Manzanera , Matthieu Garrigues , Ngoc-Son Vu

International Journal of Pattern Recognition and Artificial Intelligence, 2014, 28 (07), pp.1460011. ⟨10.1142/S0218001414600118⟩

Article dans une revue hal-01118257v1
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A discrete geometry approach for dominant point detection

Thanh Phuong Nguyen , Isabelle Debled-Rennesson

Pattern Recognition, 2011, pp.32-44

Article dans une revue inria-00526714v1
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On the local properties of digital curves

Thanh Phuong Nguyen , Isabelle Debled-Rennesson

International Journal of Shape Modeling, 2008, pp.105-125. ⟨10.1142/S0218654308001105⟩

Article dans une revue hal-00437304v1
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Élagage efficace des filtres basé sur les décompositions tensorielles

Van Tien Pham , Yassine Zniyed , Thanh Phuong Nguyen

GRETSI 2023 XXIXème Colloque Francophone de Traitement du Signal et des Images, Aug 2023, Grenoble, France

Communication dans un congrès hal-04475150v2
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Identification and Localization COVID-19 Abnormalities on Chest Radiographs

van Tien Pham , Thanh Phuong Nguyen

AICV, Mar 2023, Marrakesh, Morocco. pp.251-261, ⟨10.1007/978-3-031-27762-7_24⟩

Communication dans un congrès hal-04197213v1

A pilot study on hand posture recognition from wrist-worn camera for human machine interaction

Thanh-Hai Tran , Hoang-Nhat Tran , Hong-Quan Nguyen , Trung-Hieu Le , Van-Thang Nguyen et al.

2021 International Conference on Advanced Technologies for Communications (ATC), Oct 2021, Ho Chi Minh City, Vietnam. pp.201-206, ⟨10.1109/ATC52653.2021.9598223⟩

Communication dans un congrès hal-03515414v1
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Dynamic Texture Representation Based on Hierarchical Local Patterns

Thanh Tuan Nguyen , Thanh Phuong Nguyen , Frédéric Bouchara

Advanced Concepts for Intelligent Vision Systems, Feb 2020, Auckland, New Zealand

Communication dans un congrès hal-02357082v1

Hand detection and segmentation using multimodal information from Kinect

Van-Tien Pham , Thi-Lan Le , Thanh-Hai Tran , Thanh Phuong Nguyen

2020 International Conference on Multimedia Analysis and Pattern Recognition (MAPR), Oct 2020, Ha Noi, Vietnam. pp.1-6, ⟨10.1109/MAPR49794.2020.9237785⟩

Communication dans un congrès hal-03452575v1
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PROJECTION BASED APPROACH FOR REFLECTION SYMMETRY DETECTION

Thanh Phuong Nguyen

ICIP, Sep 2019, Taipei, Taiwan

Communication dans un congrès hal-02133544v1
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Volumes of Blurred-Invariant Gaussians for Dynamic Texture Classification

Thanh Tuan Nguyen , Thanh Phuong Nguyen , Frédéric Bouchara , Ngoc-Son Vu

Computer Analysis of Images and Patterns (CAIP), Sep 2019, Salerno, Italy

Communication dans un congrès hal-02160704v1
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SMOOTH-INVARIANT GAUSSIAN FEATURES FOR DYNAMIC TEXTURE RECOGNITION

Thanh Tuan Nguyen , Thanh Phuong Nguyen , Frédéric Bouchara

ICIP, Sep 2019, Taipei, Taiwan

Communication dans un congrès hal-02133547v1
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Directional Beams of Dense Trajectories for Dynamic Texture Recognition

Thanh Tuan Nguyen , Thanh Phuong Nguyen , Frédéric Bouchara , Xuan Son Nguyen

ACIVS, Sep 2018, Poitier, France

Communication dans un congrès hal-01860067v1

Completed local structure patterns on three orthogonal planes for dynamic texture recognition

Frederic Bouchara , Thanh Tuan Nguyen , Thanh Phuong Nguyen , Frédéric Bouchara

2017 Seventh International Conference on Image Processing Theory, Tools and Applications (IPTA), Nov 2017, Montreal, France. ⟨10.1109/IPTA.2017.8310130⟩

Communication dans un congrès hal-01873110v1
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Action-centric Polar Representation of Motion Trajectories for Online Action Recognition

Fabio Martínez , Antoine Manzanera , Michèle Gouiffes , Thanh Phuong Nguyen

International Conference on Computer Vision Theory and Applications (VISAPP), 2016, Roma, Italy. ⟨10.5220/0005730404420448⟩

Communication dans un congrès hal-01671916v1
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Noise Tolerant Descriptor for Texture Classification

Thanh Phuong Nguyen , Antoine Manzanera

International Conference on Image Processing Theory, Tools and Applications IPTA'15, Nov 2015, Orléans, France

Communication dans un congrès hal-01245115v1

Transformées de Hough denses : un cadre efficace et générique pour la reconnaissance de formes paramétrées

Antoine Manzanera , Thanh Phuong Nguyen

Traitement et Analyse de l'Information : Méthodes et Applications TAIMA'15, May 2015, Hammamet, Tunisie

Communication dans un congrès hal-01245133v1

Caractérisation et modélisation radiofréquence d'un pare-brise de voiture

Alexandra Walrave , Leila Ennaïme , Thanh Phuong Nguyen , Jean-Marc Duchamp , Pascal Xavier et al.

19èmes Journées Nationales Micro-ondes, Jun 2015, Bordeaux, France

Communication dans un congrès hal-02016833v1
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Incorporating two first order moments into LBP-based operator for texture categorization

Thanh Phuong Nguyen , Antoine Manzanera

ACCV Workshop: Robust local descriptors for computer vision, Nov 2014, Singapour, Singapore

Communication dans un congrès hal-01118284v1
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Impact of topology-related attributes from Local Binary Patterns on texture classification

Thanh Phuong Nguyen , Antoine Manzanera , Walter G. Kropatsch

ECCV Workshop on Computer Vision with Local Binary Patterns Variants, Sep 2014, Zürich, Switzerland

Communication dans un congrès hal-01118009v1
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Action recognition using bag of features extracted from a beam of trajectories

Thanh Phuong Nguyen , Antoine Manzanera

IEEE International Conference on Image Processing (ICIP), Sep 2013, melbourne, Australia. pp.4354 - 4357, ⟨10.1109/ICIP.2013.6738897⟩

Communication dans un congrès hal-01118263v1
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Revisiting LBP-Based Texture Models for Human Action Recognition

Thanh Phuong Nguyen , Antoine Manzanera , Ngoc-Son Vu , Matthieu Garrigues

Iberoamerican Congress on Pattern Recognition (CIARP), Nov 2013, La Havane, Cuba. pp.286 - 293, ⟨10.1007/978-3-642-41827-3_36⟩

Communication dans un congrès hal-01118271v1
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Motion Trend Patterns for Action Modelling and Recognition

Thanh Phuong Nguyen , Antoine Manzanera , Matthieu Garrigues

Computer Analysis of Images and Patterns (CAIP), Aug 2013, York, United Kingdom. pp.360 - 367, ⟨10.1007/978-3-642-40261-6_43⟩

Communication dans un congrès hal-01118278v1
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Décomposition d'une courbe discrète en arcs de cercle et segments de droite

Thanh Phuong Nguyen , Isabelle Debled-Rennesson

RFIA 2012 (Reconnaissance des Formes et Intelligence Artificielle), Jan 2012, Lyon, France. pp.978-2-9539515-2-3

Communication dans un congrès hal-00656539v1
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Circular arc reconstruction of digital contours with chosen Hausdorff error

Bertrand Kerautret , Jacques-Olivier Lachaud , Thanh Phuong Nguyen

Discrete Geometry for Computer Imagery, Apr 2011, Nancy, France. pp.250--262

Communication dans un congrès hal-00579467v1
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Decomposition of a curve into arcs and line segments based on dominant point detection

Thanh Phuong Nguyen , Isabelle Debled-Rennesson

Scandinavian Conference on Image Analysis - SCIA 2011, May 2011, Ystad Saltsjöbad, Sweden

Communication dans un congrès inria-00580123v1
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Arc segmentation in linear time

Thanh Phuong Nguyen , Isabelle Debled-Rennesson

14th International Conference on Computer Analysis of Images and Patterns - CAIP 2011, Aug 2011, Seville, Spain. pp.8

Communication dans un congrès hal-00594835v1
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Ellipse detection through decomposition of circular arcs and line segments

Thanh Phuong Nguyen , Bertrand Kerautret

International Conference on Image Analysis and Processing, Sep 2011, Ravenna, Italy

Communication dans un congrès hal-00601877v1
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Circularity measuring in linear time

Thanh Phuong Nguyen , Isabelle Debled-Rennesson

20th International Conference on Pattern Recognition - ICPR 2010, Aug 2010, Isatanbul, Turkey. pp.2098-2101

Communication dans un congrès inria-00544736v1
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Unsupervised, Fast and Precise Recognition of Digital Arcs in Noisy Images

Thanh Phuong Nguyen , Bertrand Kerautret , Isabelle Debled-Rennesson , Jaques Oliver Lachaud

International Conference on Computer Vision and Graphics, Sep 2010, Varsovie, Poland. pp.59-68

Communication dans un congrès inria-00544737v1
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A multiscale approach to decompose a digital curve into meaningful parts

Thanh Phuong Nguyen , Isabelle Debled-Rennesson

20th International Conference on Pattern Recognition - ICPR 2010, Aug 2010, Isatanbul, Turkey. pp.1072-1075

Communication dans un congrès inria-00544733v1
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Segmentation en arcs discrets en temps linéaire

Thanh Phuong Nguyen , Isabelle Debled-Rennesson

Reconnaissance de formes et Intelligence artificielle, Jan 2010, Caen, France

Communication dans un congrès hal-00437315v1
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Parameter-free method for polygonal representation of the noisy curves

Thanh Phuong Nguyen , Isabelle Debled-Rennesson

International Workshop on Combinatorial Image Analysis, Nov 2009, Mexico. pp.65-78

Communication dans un congrès hal-00437309v1
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Fast and robust dominant point detection on digital curves

Thanh Phuong Nguyen , Isabelle Debled-Rennesson

International Conference on Image Processing, Nov 2009, Caire, Egypt. pp.953-956

Communication dans un congrès hal-00437293v1
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Curvature and torsion estimators for 3D curves

Thanh Phuong Nguyen , Isabelle Debled-Rennesson

4th International Symposium on Advances in Visual Computing - ISVC 2008, Dec 2008, Las Vegas, United States. pp.688-699, ⟨10.1007/978-3-540-89639-5_66⟩

Communication dans un congrès hal-00345708v1
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Curvature estimation in noisy curves

Thanh Phuong Nguyen , Isabelle Debled-Rennesson

Computer Analysis of Images and Patterns 12th International Conference, CAIP 2007, Vienna, Austria, August 27-29, 2007. Proceedings, Aug 2007, Vienna, Austria. pp.474-481

Communication dans un congrès hal-00184127v1