Thi Thuy Nguyen

Orcid: 0000-0002-9358-6201

According to our database1, Thi Thuy Nguyen authored at least 48 papers between 2007 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
An Empirical Study of Prompt Engineering with Large Language Models for Hope Detection in English and Spanish.
Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2024) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2024), 2024

2023
RaBiT: An Efficient Transformer using Bidirectional Feature Pyramid Network with Reverse Attention for Colon Polyp Segmentation.
CoRR, 2023

UGCANet: A Unified Global Context-Aware Transformer-based Network with Feature Alignment for Endoscopic Image Analysis.
CoRR, 2023

Predicting Tumor Mutational Burden and Survival in Head and Neck Squamous Cancer Patients Using Machine Learning and Bioinformatics Approaches.
Proceedings of the 14th ACM International Conference on Bioinformatics, 2023

2022
Combination of Images and Point Clouds in a Generative Adversarial Network for Upsampling Crack Point Clouds.
IEEE Access, 2022

ColonFormer: An Efficient Transformer Based Method for Colon Polyp Segmentation.
IEEE Access, 2022

BlazeNeo: Blazing Fast Polyp Segmentation and Neoplasm Detection.
IEEE Access, 2022

A Coarse-to-fine Unsupervised Domain Adaptation Method for Cross-Mode Polyp Segmentation.
Proceedings of the 14th International Conference on Knowledge and Systems Engineering, 2022

EndoUNet: A Unified Model for Anatomical Site Classification, Lesion Categorization and Segmentation for Upper Gastrointestinal Endoscopy.
Proceedings of the 14th International Conference on Knowledge and Systems Engineering, 2022

GCEENet: A Global Context Enhancement and Exploitation for Medical Image Segmentation.
Proceedings of the Advances in Visual Computing - 17th International Symposium, 2022

2021
Two-stage convolutional neural network for road crack detection and segmentation.
Expert Syst. Appl., 2021

AG-CUResNeSt: A Novel Method for Colon Polyp Segmentation.
CoRR, 2021

NeoUNet : Towards Accurate Colon Polyp Segmentation and Neoplasm Detection.
Proceedings of the Advances in Visual Computing - 16th International Symposium, 2021

Application of Technology in Management and Operation of Agricultural Products Supply Chain in Vietnam During the Covid-19 Pandemic.
Proceedings of the International Conference on Research in Management & Technovation, 2021

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

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

An efficient random forests algorithm for high dimensional data classification.
Adv. Data Anal. Classif., 2018

Inspecting rice seed species purity on a large dataset using geometrical and morphological features.
Proceedings of the Ninth International Symposium on Information and Communication Technology, 2018

Pavement Crack Detection using Convolutional Neural Network.
Proceedings of the Ninth International Symposium on Information and Communication Technology, 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

A Comparative Study on Detection and Estimation of a 3-D Object Model in a Complex Scene.
Proceedings of the 10th International Conference on Knowledge and Systems Engineering, 2018

2017
Moving Object Detection in Compressed Domain for High Resolution Videos.
Proceedings of the Eighth International Symposium on Information and Communication Technology, 2017

An ensemble learning-based method for prediction of novel disease-microRNA associations.
Proceedings of the 9th International Conference on Knowledge and Systems Engineering, 2017

2016
A New Approach for Learning Discriminative Dictionary for Pattern Classification.
J. Inf. Sci. Eng., 2016

Label associated dictionary pair learning for face recognition.
Proceedings of the Seventh Symposium on Information and Communication Technology, 2016

Single camera based fall detection using motion and human shape features.
Proceedings of the Seventh Symposium on Information and Communication Technology, 2016

2015
Two-level quantile regression forests for bias correction in range prediction.
Mach. Learn., 2015

Genome-wide association data classification and SNPs selection using two-stage quality-based Random Forests.
BMC Genom., 2015

An Efficient Framework for Pixel-wise Building Segmentation from Aerial Images.
Proceedings of the Sixth International Symposium on Information and Communication Technology, 2015

A New Feature Sampling Method in Random Forests for Predicting High-Dimensional Data.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015

A Study on Non-sparse Dictionary Learning for Pattern Classification.
Proceedings of the 2015 Seventh International Conference on Knowledge and Systems Engineering, 2015

Uniform Detection in Social Image Streams.
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

Comparative Study on Vision Based Rice Seed Varieties Identification.
Proceedings of the 2015 Seventh International Conference on Knowledge and Systems Engineering, 2015

2014
Improving semantic texton forests with a Markov random field for image segmentation.
Proceedings of the Fifth Symposium on Information and Communication Technology, 2014

Bias-corrected Quantile Regression Forests for high-dimensional data.
Proceedings of the 2014 International Conference on Machine Learning and Cybernetics, 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

Genetic algorithm in boosting for object class image segmentation.
Proceedings of the 2013 International Conference on Soft Computing and Pattern Recognition, 2013

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

2012
Improving Image Segmentation Using Genetic Algorithm.
Proceedings of the 11th International Conference on Machine Learning and Applications, 2012

2010
A Layered Stacked Graphical Model for Learning Complex Visual Object Class.
Proceedings of the 2010 IEEE RIVF International Conference on Computing & Communication Technologies, 2010

2008
Automatic Database Creation and Object's Model Learning.
Proceedings of the Knowledge Acquisition: Approaches, 2008

On-line Boosting Learning for Hand Tracking and Recognition.
Proceedings of the 2008 International Conference on Image Processing, 2008

An active boosting-based learning framework for real-time hand detection.
Proceedings of the 8th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2008), 2008

2007
On-line Boosting for Car Detection from Aerial Images.
Proceedings of the 2007 IEEE International Conference on Research, 2007


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