Thanh Phuong Nguyen

60
Documents

Publications

Publications

Image document

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-05135784 v2
Image document

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-05157087 v1
Image document

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-05249052 v2
Image document

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-04197197 v1

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-03452572 v1
Image document

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-03620837 v1

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-03636801 v1
Image document

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-03378945 v1
Image document

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-03413562 v1
Image document

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-03249572 v1
Image document

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-02470418 v1

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-02821457 v1
Image document

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-02368681 v1
Image document

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-02535942 v1

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-01978538 v1
Image document

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-02385372 v1

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-01978443 v1

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-01858124 v1

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-01858125 v1

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-01713003 v1
Image document

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-01657473 v1
Image document

Statistical binary patterns for rotational invariant texture classification

Thanh Phuong Nguyen , Ngoc-Son Vu , Antoine Manzanera
Article dans une revue hal-01245103 v1

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-01083726 v1

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-01584903 v1
Image document

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-01118257 v1
Image document

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-00526714 v1
Image document

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-00437304 v1
Image document

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-04475150 v2
Image document

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-04197213 v1

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-03515414 v1
Image document

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-02357082 v1

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-03452575 v1
Image document

PROJECTION BASED APPROACH FOR REFLECTION SYMMETRY DETECTION

Thanh Phuong Nguyen
ICIP, Sep 2019, Taipei, Taiwan
Communication dans un congrès hal-02133544 v1
Image document

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-02160704 v1
Image document

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-02133547 v1
Image document

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-01860067 v1

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-01873110 v1
Image document

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-01671916 v1

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-01245133 v1
Image document

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-01245115 v1

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-02016833 v1
Image document

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-01118009 v1
Image document

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-01118284 v1
Image document

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-01118263 v1
Image document

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-01118271 v1
Image document

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-01118278 v1
Image document

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-00656539 v1
Image document

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-00579467 v1
Image document

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-00580123 v1
Image document

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-00594835 v1
Image document

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-00601877 v1
Image document

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-00544736 v1
Image document

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-00544733 v1
Image document

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-00544737 v1
Image document

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-00437315 v1
Image document

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-00437309 v1
Image document

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-00437293 v1
Image document

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-00345708 v1
Image document

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-00184127 v1