| 2024 |
| [37] A light-weight backbone to adapt with extracting grouped dilation features, Thanh Tuan Nguyen, Hoang Anh Pham, Thanh Phuong Nguyen, Pattern Analysis and Applications, 2024, (revision) |
| [36] NetTOP: A light-weight network of orthogonal-plane features for image recognition, Thanh Tuan Nguyen, Thanh Phuong Nguyen, Machine Learning journal, 2024 (to appear) |
| [35] Rescaling Large Datasets Based on Validation Outcomes of a Pre-trained Network, Thanh Tuan Nguyen, Thanh Phuong Nguyen, Pattern Recognition Letters, 2024 |
| [34] Efficient tick-shape networks of full-residual point-depth-point blocks for image classification, Thanh Tuan Nguyen, Thanh Phuong Nguyen, NeuroComputing, 2024 |
| [33] Efficient tensor decomposition-based filter pruning, Van Tien Pham, Yassine Zniyed, Thanh Phuong Nguyen, Neural Network, 2024 |
| [32] Enhanced network compression through tensor decompositions and pruning, Van Tien Pham, Yassine Zniyed, Thanh Phuong Nguyen, IEEE Transactions on Neural Networks and Learning Systems, 2024 |
| [31] Adequately hierarchical patterns based on pairwise regions, Thanh Tuan Nguyen, Thanh Phuong Nguyen, Frederic Bouchara, Multimedia Systems, 2024 |
| [30] A blockchain-based security system with light cryptography for user authentication security, Imen Hagui, Amina Msolli, Noura ben Henda, Abdelhamid Helali, Abdelaziz Gassoumi, Thanh Phuong Nguyen, Fredj Hassen, Multim. Tools Appl. 83(17): 52451-52480 (2024) |
| 2023 |
| [29] Representing dynamic textures based on polarized gradient features, Thanh Tuan Nguyen, Thanh Phuong Nguyen, Frederic Bouchara, Machine Vision and Applications, 2023 |
| [28] 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, Thi Lan Le, Hai Vu, Cuong Pham, Thanh Phuong Nguyen, Huu Thanh Nguyen, IEEE Access, 2023 |
| [27] Robust detectors of rotationally symmetric shapes based on novel semi-shape signatures, Thanh Phuong Nguyen, Thanh Tuan Nguyen, Pattern Recognition, 2023 |
| [26] Locating Robust Patterns Based on Invariant of LTP-based Features, Thanh Tuan Nguyen, Thanh Phuong Nguyen, Nadège Thirion-Moreau, Pattern Recognition Letters, 2023 |
| [25] A Comprehensive Taxanomy of Dynamic Texture Representation, Thanh Tuan Nguyen, Thanh Phuong Nguyen, ACM Computing Surveys, 2023 |
| 2022 |
| [24] Reflection Symmetry Detection of Shapes Based on Shape Signatures, Thanh Phuong Nguyen, Phuoc Hung Truong, Thanh Tuan Nguyen, Yong-Guk Kim, Pattern Recognition, 2022 |
| [23] Dynamic Texture Description Using Adapted Bipolar-Invariant and Blurred Features, Thanh Tuan Nguyen, Thanh Phuong Nguyen, Frederic Bouchara, Multidimensional Systems and Signal Processing, 2022 |
| 2021 |
| [22] Dynamic Texture Representation based on Oriented Magnitudes of Gaussian Gradients, Thanh Tuan Nguyen, Thanh Phuong Nguyen, Frederic Bouchara, Journal of Visual Communication and Image Representation, 2021 |
| [21] A Novel Filtering Kernel based on Difference of Derivative Gaussians with Applications to Dynamic Texture Representation, Thanh Tuan Nguyen, Thanh Phuong Nguyen, Frederic Bouchara, Signal Processing: Image Communication, 2021 |
| [20] Weighted Statistical Binary Patterns for Facial Feature Representation, Phuoc Hung Truong, Thanh Phuong Nguyen, Yong-Guk Kim, Applied Intelligence, Springer, 2021 |
| [19] Prominent Local Representation for Dynamic Textures Based on High-order Gaussian-gradients, Thanh Tuan Nguyen, Thanh Phuong Nguyen, Frederic Bouchara, IEEE Transactions on Multimedia, 2021 |
| 2020 |
| [18] Rubic Gaussian-based patterns for dynamic texture classification, Thanh Tuan Nguyen, Thanh Phuong Nguyen, Frederic Bouchara, Pattern Recognition Letters, 2020 |
| [17] Directional Dense-Trajectory-based Patterns for Dynamic Texture Recognition, Thanh Tuan Nguyen, Thanh Phuong Nguyen, Frederic Bouchara, IET Computer Vision, 2020 |
| [16] Momental directional patterns for dynamic texture recognition, Thanh Tuan Nguyen, Thanh Phuong Nguyen, Frederic Bouchara, Xuan Son Nguyen, Computer Vision and Image Understanding, 2020 |
| [15] 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, 2020 |
| 2019 |
| [14] Hierarchical Gaussian Descriptor Based on Local Pooling for Action Recognition, Xuan Son Nguyen, Abdel-Illah Mouaddib, and Thanh Phuong Nguyen, Machine Vision and Applications, 2019 |
| 2018 |
| [13] Completed Statistical Adaptive Patterns on Three Orthogonal Planes for Recognition of Dynamic Textures and Scenes, Thanh Tuan Nguyen, Thanh Phuong Nguyen, and Frédéric Bouchara, Journal of Electronic Imaging, volume 27, number 5, 2018 |
| [12] Shape measurement using LIP-signature, Thanh Phuong Nguyen, Xuan-Son Nguyen, Computer Vision and Image Understanding, 2018 |
| [11] Action Recognition in Depth Videos Using Hierarchical Gaussian Descriptor, Xuan Son Nguyen, Abdel-Illah Mouaddib, Thanh Phuong Nguyen, Laurent Jeanpierre, Multimedia Tools and Applications, 2018 |
| [10] Local Derivative Pattern for Action Recognition in Depth Images , Xuan-Son Nguyen, Thanh Phuong Nguyen, François Charpillet, Ngoc Son Vu, Multimedia Tools and Applications, 2018 |
| [9] 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 |
| 2016 |
| [8] Line and circle detection using dense one-to-one Hough transforms on greyscale images, Antoine Manzanera, Thanh Phuong Nguyen, Xiaolei Xu, EURASIP Journal on Image and Video Processing, 2016 |
| [7] Topological Attribute Patterns for Texture Recognition, Thanh Phuong Nguyen, Antoine Manzanera, Walter G. Kropatsch and Xuan-Son Nguyen, Pattern Recognition Letters, volume 80, 2016, pages 91-97 |
| [6] Statistical Binary Patterns for Rotation Invariant Texture Classification, Thanh Phuong Nguyen, Ngoc-Son Vu and Antoine Manzanera, Neurocomputing, volume 173, 2016, pages 1565-1577 |
| 2015 |
| [5] Projection-based Polygonality Measurement, Thanh Phuong Nguyen and Thai V. Hoang, IEEE Transactions on Image Processing, volume 24, issue 1, 2015, pages 305-314 |
| 2014 |
| [4] Spatial Motion Patterns: Action Models from semi-dense Trajectories, Thanh Phuong Nguyen, Antoine Manzanera, Ngoc-Son Vu and Matthieu Garrigues, International Journal of Pattern Recognition and Artificiel Intelligence, volume 28, issue 7, 2014 |
| [3] Improving Texture Categorization with Biologically Inspired Filtering, Ngoc-Son Vu, Thanh Phuong Nguyen, Christophe Garcia, Image and Vision Computing, volume 32, issues 6-7, 2014, pages 424-436 |
| 2011 |
| [2] A discrete geometry approach for dominant point detection, Thanh Phuong NGUYEN, Isabelle Debled Rennesson, Pattern Recognition, volume 44, issue 1, 2011, pp 32-44 |
| 2008 |
| [1] On the local properties of digital curves, Thanh Phuong NGUYEN, Isabelle Debled Rennesson, International Journal of Shape Modeling, volume 14, issue 2, 2008, pp 105-125 |
| [33] Hybrid network compression through tensor decompositions and pruning, Van Tien Pham, Yassine Zniyed, Thanh Phuong Nguyen, EUSIPCO, European Signal Processing Conference, 2024 |
| [32] Assembling Extra Features with Grouped Pointwise Convolutions for MobileNets, Thanh Tuan Nguyen, Thanh Phuong Nguyen, DICTA (Digital Image Computing : Techniques and Applications), 2023 (to appear) |
| [31] Detecting Reflectional Symmetry of Binary Shapes Based on Generalized R-Transform, Thanh Tuan Nguyen, Thanh Phuong Nguyen, Thanh-Hai Tran, MAPR 2022: 1-6 |
| [30] Projection of semi-shapes for rotational symmetry detection, Thanh Phuong Nguyen, Thanh Tuan Nguyen, Thanh Hai Tran, IEEE International Conference on Pattern Recognition, ICPR'22, Montréal, Canada, 2022 |
| [29] Human Posture Classification from Multiple Viewpoints and Application for Fall Detection, Thanh-Hai Tran, Duc Trung Nguyen, and Thanh Phuong Nguyen, IEEE International Conferrence on Communications and Electronics, ICCE'20, Phu Quoc, Viet Nam |
| [28] Hand Detection and Segmentation using Multimodal Information from Kinect, Van-Tien Pham, Thanh-Hai Tran, Thi-Lan Le, and Thanh Phuong Nguyen, IEEE Machine Applications and Pattern Recognition, MAPR'20,Ninh Binh, Viet Nam |
| [27] Dynamic Texture Representation Based on Hierarchical Local Patterns, Thanh Tuan Nguyen, Thanh Phuong Nguyen, Frédéric Bouchara, Advanced Concepts for Intelligent Vision Systems, ACIVS'2020, Auckland, New Zealand (to appear) |
| [26] 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'2019, Salerno, Italy |
| [25] Projection-based approach for reflection symmetry detection, Thanh Phuong Nguyen, International Conference on Image Processing, ICIP'19, Taipeh, Taiwan |
| [24] Smooth-invariant Gaussian features for dynamic texture recognition, Thanh Tuan Nguyen, Thanh Phuong Nguyen, Frédéric Bouchara, International Conference on Image Processing, ICIP'19, Taipeh, Taiwan |
| [23] Directional Beams of Dense Trajectories for Dynamic Texture Recognition, Thanh Tuan Nguyen, Thanh Phuong Nguyen, Frédéric Bouchara, Xuan Son Nguyen, Advanced Concepts for Intelligent Vision Systems, ACIVS'18, Poitier, France |
| [22] Completed Local Structure Patterns on Three Orthogonal Planes for Dynamic Texture Recognition, Thanh Tuan Nguyen, Thanh Phuong Nguyen, Frédéric Bouchara, International Conference on Image Processing, Theory, Tools and Applications, IPTA'17 |
| [21] Effective Surface Normals Based Action Recognition in Depth Images, Xuan Son Nguyen, Thanh Phuong Nguyen and Francois Charpillet, IEEE International Conference on Pattern Recognition, ICPR'16, Cancul, Mexico |
| [20] Improving Surface Normals Based Action Recognition in Depth Images, Xuan Son Nguyen, Thanh Phuong Nguyen and Francois Charpillet, AVSS'16 (IEEE Advanced Video and Signal-based Surveillance), 2016, Colorado, USA |
| [19] Action-centric polar representation of motion trajectories for online action recognition, Fabio Martinez-Carillo, Michèle Gouiffès, Antoine Manzanera, Thanh Phuong Nguyen, VISAPP'16 (International Conference on Computer Vision Theory and Applications), 2016, Roma, Italy |
| [18] Noise Tolerant Descriptor for Texture Classification, Thanh Phuong Nguyen and Antoine Manzanera, IPTA'15 (International Conference on Image Processing Theory, Tools & Applications), 2015, IEEE, Orleans, France |
| [17] Incorporating two first order moments into LBP-based operator for texture categorization, Thanh Phuong Nguyen and Antoine Manzanera, ACCV Workshops, 2014, LNCS, Singapore |
| [16] Impact of topology-related attributes from Local Binary Patterns on texture classification, Thanh Phuong Nguyen, Antoine Manzanera and Walter G. Kropatsch, ECCV Workshops, 2014, LNCS, Zurich, Switzerland [pdf] |
| [15] Revisiting LBP-based Texture Models for Human Action
Recognition, Thanh Phuong Nguyen and Antoine Manzanera,
Ngoc-Son Vu
and Matthieu
Garrigues, Iberoamerican Congress on Pattern Recognition, CIARP'13, LNCS, Havana, Cuba [pdf], acceptance rate for oral presentation: 8.4% (22/262) |
| [14] Motion Trend Patterns for Action Modelling and
Recognition, Thanh Phuong Nguyen and Antoine Manzanera
and Matthieu
Garrigues, Computer Analysis of Images and Patterns, CAIP'13, LNCS,
York, England [pdf] |
| [13] Action Recognition using Bag of Features Extracted from
a Beam of Trajectories, Thanh Phuong Nguyen and Antoine Manzanera,
International Conference on Image Processing, ICIP'13, Melbourne, Australia [pdf] |
| [12] Face Recognition using Multi-modal Binary Patterns, Thanh Phuong Nguyen, Ngoc-Son Vu, Alice Caplier, International Conference on Pattern Recognition, ICPR'12, Tsukuba, Japan |
| [11] Ellipse detection through decomposition of circular arcs and line segments, Thanh Phuong Nguyen, Bertrand Kerautret , ICIAP'11, International Conference on Image Analysis and Processing, LNCS, Ravenna, Italy |
| [10] Arc segmentation in linear time, Thanh Phuong Nguyen, Isabelle Debled-Rennesson, CAIP'11, International Conference on Computer Analysis of Images and Patterns, LNCS, Seville, Spain, 2011, acceptance rate for oral presentation: 11.54% (33/286) |
| [9] 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'11, LNCS, Ystad Saltsjöbad, Sweden, 2011, acceptance rate for oral presentation: 20.71% (29/140) |
| [8] Circular arc reconstruction
of digital contours with chosen Hausdorff error, Bertrand Kerautret, Jaques
Oliver Lachaud, Thanh Phuong
NGUYEN, Discrete Geometry for Computer Imagery, DGCI'11, LNCS, Nancy,
France, 2011 |
| [7] 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, ICCVG'10, volume 6374 of
LNCS, Warsaw,
Poland, [pdf] |
| [6] A multiscale approach to decompose a digital curve into
meaningful parts, Thanh Phuong
NGUYEN, Isabelle DEBLED
RENNESSON, International Conference on Pattern Recognition, ICPR'10, Istanbul, Turkey |
| [5] Circularity measuring in linear time, Thanh Phuong
NGUYEN, Isabelle DEBLED
RENNESSON, International Conference on Pattern Recognition, ICPR'10, Istanbul, Turkey, [pdf],
acceptance rate for oral presentation: 17.99% (385/2140) |
| [4] Free-parameter method for polygonal representation of noisy curves, Thanh Phuong NGUYEN, Isabelle DEBLED RENNESSON, International Workshop on Combinatorial Image Analysis, IWCIA 2009 , (slide), Cancun, Mexico |
| [3] Fast and robust dominant point detection on digital curves, Thanh Phuong NGUYEN, Isabelle DEBLED RENNESSON,International Conference on Image Processing, ICIP'09, Cairo, Egypt |
| [2] Curvature and torsion estimator for 3D curves , Thanh Phuong NGUYEN, Isabelle DEBLED RENNESSON, International Symposium on Visual Computing (ISVC'08), LNCS, Las Vegas, USA, 2008, [pdf], acceptance rate for oral presentation: 30% (102/340) |
| [1] Curvature estimation in noisy curves, Thanh Phuong NGUYEN, Isabelle DEBLED RENNESSON, International Conference on Computer Analysis of Images and Patterns, (CAIP'07), LNCS, Vienna, Autriche, 2007 [pdf], acceptance rate for oral presentation: 15.9% (40/252) |
| [2] Décomposition d'une courbe discrète en arcs de cercle et segments de droite, Thanh Phuong NGUYEN et Isabelle DEBLED-RENNSSON, RFIA'12, Reconnaissance des Formes et Intelligence Artificielle, Lyon, 2012 |
| [1] Segmentation en arcs discrets en temps linéaire, Thanh Phuong NGUYEN et Isabelle DEBLED-RENNSSON, RFIA'10-Reconnaissance des Formes et Intelligence Artificielle, [pdf], acceptance rate for oral presentation: 23.68% (48/203), Caen, 2010 |
| [1] Action Modelling and Recognition in videos using beams of trajectories, Thanh Phuong Nguyen, Matthieu Garrigues and Antoine Manzanera, Invited conference - SIVA'13, Guelma, November 2013 (presented by Antoine Manzanera). |
| [1] A linear method for
segmentation of digital arcs, Thanh Phuong NGUYEN et Isabelle
DEBLED-RENNSSON
Remark: From now on, instead of this technical report, please cite: Arc segmentation in linear time, Thanh Phuong Nguyen, Isabelle Debled-Rennesson, CAIP'11, International Conference on Computer Analysis of Images and Patterns, LNCS, Seville, Spain, 2011 |
| [1] Etude des courbes discrète: applications en analyse d'images, PhD thesis, 2010, Nancy 1 University |
| [2] Optimisation du calcul de la courbure d'ADN, Master thesis, 2005, IFI et LORIA |