Thanh-Hai Tran

Orcid: 0000-0003-3133-3361

Affiliations:
  • Hanoi University of Science and Technology, School of Electronics and Telecommunications, Vietnam
  • Grenoble INP, France (PhD 2006)


According to our database1, Thanh-Hai Tran authored at least 83 papers between 2004 and 2024.

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Bibliography

2024
Advancing the LightGBM approach with three novel nature-inspired optimizers for predicting wildfire susceptibility in Kaua'i and Moloka'i Islands, Hawaii.
Expert Syst. Appl., 2024

GIFCOS-DT: One Stage Detection of Gastrointestinal Tract Lesions From Endoscopic Images With Distance Transform.
IEEE Access, 2024

FedNTProto: A Prototype-Based Approach for Personalized Federated Learning.
Proceedings of the International Conference on Multimedia Analysis and Pattern Recognition, 2024

TINST-Net: A Novel Neural Style Transfer using Mixture of Text and Image.
Proceedings of the International Conference on Multimedia Analysis and Pattern Recognition, 2024

Systematic Evaluation of Language Characteristic and Data Enrichment in Text-based Person Search.
Proceedings of the International Conference on Multimedia Analysis and Pattern Recognition, 2024

BKSeg-Net: Segmentation of Ovarian Tumors from Ultrasound Images with Boundary Keypoints Loss.
Proceedings of the International Conference on Multimedia Analysis and Pattern Recognition, 2024

A Method for Ovarian Tumor Segmentation based on Segment Anything Model.
Proceedings of the International Conference on Multimedia Analysis and Pattern Recognition, 2024

2023
DCS-UNet: Dual-Path Framework for Segmentation of Reflux Esophagitis Lesions from Endoscopic Images with U-Net-Based Segmentation and Color/Texture Analysis.
Vietnam. J. Comput. Sci., May, 2023

Spatial and Temporal Hand-Raising Recognition from Classroom Videos Using Locality, Relative Position-Aware Non-Local Networks and Hand Tracking.
Vietnam. J. Comput. Sci., May, 2023

Hand Activity Recognition From Automatic Estimated Egocentric Skeletons Combining Slow Fast and Graphical Neural Networks.
Vietnam. J. Comput. Sci., February, 2023

Assessment of groundwater potential modeling using support vector machine optimization based on Bayesian multi-objective hyperparameter algorithm.
Appl. Soft Comput., 2023

Hand Gesture Recognition From Wrist-Worn Camera for Human-Machine Interaction.
IEEE Access, 2023

Semantic Features Extraction for Anomaly Detection from Real-World Videos<sup>*</sup>.
Proceedings of the International Conference on Computing and Communication Technologies, 2023

A method for text-based person search in Vietnamese language based on correlation filtering.
Proceedings of the International Conference on Multimedia Analysis and Pattern Recognition, 2023

An Embedded System for Non-Invasive Glucose Monitoring.
Proceedings of the International Conference on Multimedia Analysis and Pattern Recognition, 2023

GAFormer: Wearable IMU-Based Human Activity Recognition with Gramian Angular Field and Transformer.
Proceedings of the Asia Pacific Signal and Information Processing Association Annual Summit and Conference, 2023

2022
Towards a large-scale person search by vietnamese natural language: dataset and methods.
Multim. Tools Appl., 2022

Intention of Personal Information Disclosure in Mobile Payment Apps.
Int. J. E Serv. Mob. Appl., 2022

A study on skeleton-based action recognition and its application to physical exercise recognition.
Proceedings of the 11th International Symposium on Information and Communication Technology, 2022

End-to-end deep learning-based framework for driver action recognition.
Proceedings of the International Conference on Multimedia Analysis and Pattern Recognition, 2022

Detecting Reflectional Symmetry of Binary Shapes Based on Generalized R-Transform.
Proceedings of the International Conference on Multimedia Analysis and Pattern Recognition, 2022

A new dataset and systematic evaluation of deep learning models for student activity recognition from classroom videos.
Proceedings of the International Conference on Multimedia Analysis and Pattern Recognition, 2022

Human action recognition from inertial sensors with Transformer.
Proceedings of the International Conference on Multimedia Analysis and Pattern Recognition, 2022

LG-Hand: Advancing 3D Hand Pose Estimation with Locally and Globally Kinematic Knowledge.
Proceedings of the 14th International Conference on Knowledge and Systems Engineering, 2022

Projection of semi-shapes for rotational symmetry detection.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

Automatic classification of upper gastrointestinal tract diseases from endoscopic images.
Proceedings of the 11th International Conference on Control, 2022

Exploring the Effect of Vehicle Appearance and Motion for Natural Language-Based Vehicle Retrieval.
Proceedings of the Recent Challenges in Intelligent Information and Database Systems, 2022

2021
Pairwise-Covariance Multi-view Discriminant Analysis for Robust Cross-View Human Action Recognition.
IEEE Access, 2021

Detection and tracking hand from FPV: benchmarks and challenges on rehabilitation exercises dataset.
Proceedings of the RIVF International Conference on Computing and Communication Technologies, 2021

Boundary delineation of reflux esophagitis lesions from endoscopic images using color and texture.
Proceedings of the International Conference on Multimedia Analysis and Pattern Recognition, 2021

Locality and Relative Distance-Aware Non-local Networks for Hand-Raising Detection in Classroom Video.
Proceedings of the International Conference on Multimedia Analysis and Pattern Recognition, 2021

A Unified Deep Framework for Hand Pose Estimation and Dynamic Hand Action Recognition from First-Person RGB Videos.
Proceedings of the International Conference on Multimedia Analysis and Pattern Recognition, 2021

Improvement of People Counting by Pairing Head and Face Detections from Still Images.
Proceedings of the International Conference on Multimedia Analysis and Pattern Recognition, 2021

Person search by natural language description in Vietnamese using pre-trained visual-textual attributes alignment model.
Proceedings of the 13th International Conference on Knowledge and Systems Engineering, 2021

SST-GCN: Structure aware Spatial-Temporal GCN for 3D Hand Pose Estimation.
Proceedings of the 13th International Conference on Knowledge and Systems Engineering, 2021

Communication cost reduction using sparse ternary compression and encoding for FedAvg.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2021

2020
A projective chirp based stair representation and detection from monocular images and its application for the visually impaired.
Pattern Recognit. Lett., 2020

SensCapsNet: Deep Neural Network for Non-Obtrusive Sensing Based Human Activity Recognition.
IEEE Access, 2020

Hand detection and segmentation using multimodal information from Kinect.
Proceedings of the International Conference on Multimedia Analysis and Pattern Recognition, 2020

Fast Developmental Stereo-Disparity Detectors.
Proceedings of the Joint IEEE 10th International Conference on Development and Learning and Epigenetic Robotics, 2020

2019
Fitting Cylindrical Objects in 3-D Point Cloud using Contextual and Geometrical Constraints.
J. Inf. Sci. Eng., 2019

GCSAC: geometrical constraint sample consensus for primitive shapes estimation in 3D point cloud.
Int. J. Comput. Vis. Robotics, 2019

Dynamic Hand Gesture Recognition from Multi-modal Streams Using Deep Neural Network.
Proceedings of the Multi-disciplinary Trends in Artificial Intelligence, 2019

Preliminary Results on Ancient Cham Glyph Recognition from Cham Inscription images.
Proceedings of the International Conference on Multimedia Analysis and Pattern Recognition, 2019

The Internet-of-Things based hand gestures using wearable sensors for human machine interaction.
Proceedings of the International Conference on Multimedia Analysis and Pattern Recognition, 2019

3D skeleton-based action recognition with convolutional neural networks.
Proceedings of the International Conference on Multimedia Analysis and Pattern Recognition, 2019

Improving Ancient Cham Glyph Recognition from Cham Inscription Images Using Data Augmentation and Transfer Learning.
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2019, 2019

vi-MoCoGAN: A Variant of MoCoGAN for Video Generation of Human Hand Gestures Under Different Viewpoints.
Proceedings of the Pattern Recognition, 2019

Multi-view Discriminant Analysis for Dynamic Hand Gesture Recognition.
Proceedings of the Pattern Recognition, 2019

2018
Acquiring qualified samples for RANSAC using geometrical constraints.
Pattern Recognit. Lett., 2018

Crowdsourcing for botanical data collection towards to automatic plant identification: A review.
Comput. Electron. Agric., 2018

A Vision Based Method for Automatic Evaluation of Germination Rate of Rice Seeds.
Proceedings of the 1st International Conference on Multimedia Analysis and Pattern Recognition, 2018

Improving Human Action Recognition with Two-Stream 3D Convolutional Neural Network.
Proceedings of the 1st International Conference on Multimedia Analysis and Pattern Recognition, 2018

Novel Skeleton-based Action Recognition Using Covariance Descriptors on Most Informative Joints.
Proceedings of the 10th International Conference on Knowledge and Systems Engineering, 2018

A multi-modal multi-view dataset for human fall analysis and preliminary investigation on modality.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

2017
Obstacle detection and warning system for visually impaired people based on electrode matrix and mobile Kinect.
Vietnam. J. Comput. Sci., 2017

Developing a way-finding system on mobile robot assisting visually impaired people in an indoor environment.
Multim. Tools Appl., 2017

Continuous detection of human fall using multimodal features from Kinect sensors in scalable environment.
Comput. Methods Programs Biomed., 2017

Pedestrian Localization and Trajectory Reconstruction in a Surveillance Camera Network.
Proceedings of the Eighth International Symposium on Information and Communication Technology, 2017

Improving multi-view human action recognition with spatial-temporal pooling and view shifting techniques.
Proceedings of the Eighth International Symposium on Information and Communication Technology, 2017

Dynamic hand gesture recognition from cyclical hand pattern.
Proceedings of the Fifteenth IAPR International Conference on Machine Vision Applications, 2017

Plant identification using score-based fusion of multi-organ images.
Proceedings of the 9th International Conference on Knowledge and Systems Engineering, 2017

2016
A combination of user-guide scheme and kernel descriptor on RGB-D data for robust and realtime hand posture recognition.
Eng. Appl. Artif. Intell., 2016

Phase synchronization in a manifold space for recognizing dynamic hand gestures from periodic image sequence.
Proceedings of the 2016 IEEE RIVF International Conference on Computing & Communication Technologies, 2016

Accurate object localization using RFID and Microsoft Kinect sensor.
Proceedings of the 2016 Eighth International Conference on Knowledge and Systems Engineering, 2016

Indoor navigation assistance system for visually impaired people using multimodal technologies.
Proceedings of the 14th International Conference on Control, 2016

2015
Recognition of hand gestures from cyclic hand movements using spatial-temporal features.
Proceedings of the Sixth International Symposium on Information and Communication Technology, 2015

Improvements of RGB-D hand posture recognition using an user-guide scheme.
Proceedings of the 7th International Conference on Cybernetics and Intelligent Systems, 2015

Using Hand Postures for Interacting with Assistant Robot in Library.
Proceedings of the 2015 Seventh International Conference on Knowledge and Systems Engineering, 2015

3D Object Finding Using Geometrical Constraints on Depth Images.
Proceedings of the 2015 Seventh International Conference on Knowledge and Systems Engineering, 2015

How Good Is Kernel Descriptor on Depth Motion Map for Action Recognition.
Proceedings of the Computer Vision Systems - 10th International Conference, 2015

A new hand representation based on kernels for hand posture recognition.
Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015

2014
Semantic Regions Recognition in UAV Images Sequence.
Proceedings of the Knowledge and Systems Engineering, 2014

Hand Posture Recognition Using Kernel Descriptor.
Proceedings of the 6th International Conference on Intelligent Human Computer Interaction, 2014

A vision-based system supports mapping services for visually impaired people in indoor environments.
Proceedings of the 13th International Conference on Control Automation Robotics & Vision, 2014

A Visual SLAM System on Mobile Robot Supporting Localization Services to Visually Impaired People.
Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014

2013
A method for hand detection using internal features and active boosting-based learning.
Proceedings of the 4th International Symposium on Information and Communication Technology, 2013

A vision-based method for automatizing tea shoots detection.
Proceedings of the IEEE International Conference on Image Processing, 2013

2011
A fully automatic hand gesture recognition system for human-robot interaction.
Proceedings of the 2011 Symposium on Information and Communication Technology, 2011

Wizard of Oz for Designing Hand Gesture Vocabulary in Human-Robot Interaction.
Proceedings of the Third International Conference on Knowledge and Systems Engineering, 2011

2007
Real-time keypoints matching: application to visual servoing.
Proceedings of the 2007 IEEE International Conference on Robotics and Automation, 2007

2006
Etude de lignes d'interet naturelles pour la Representation d'objets en Vision par ordinateur. (Natural line extraction for Object Representation in Computer Vision).
PhD thesis, 2006

2004
Suivi a base des crêtes d'objets mobiles dans une séquence vidéo.
Proceedings of the Actes de la Deuxieme Conference Internationale Associant Chercheurs Vietnamiens et Francophones en Informatique, 2004


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