Duc Thanh Nguyen

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 58

Top Topics

Transfer Learning

Semantic Segmentation

Top Venues

Multim. Tools Appl.

Publications

Quang-Trung Truong, Duc Thanh Nguyen, Binh-Son Hua, Sai-Kit Yeung
Self-supervised Video Object Segmentation with Distillation Learning of Deformable Attention. CoRR (2024)
Dung Nguyen, Duc Thanh Nguyen, Sridha Sridharan, Mohamed Abdelrazek, Simon Denman, Son N. Tran, Rui Zeng, Clinton Fookes
Deep cross-domain transfer for emotion recognition via joint learning. Multim. Tools Appl. 83 (8) (2024)
Thi Thu Thuy Nguyen, Anne C. Eichholtzer, Don A. Driscoll, Nathan I. Semianiw, Dean M. Corva, Abbas Z. Kouzani, Thanh Thi Nguyen, Duc Thanh Nguyen
SAWIT: A small-sized animal wild image dataset with annotations. Multim. Tools Appl. 83 (11) (2024)
Toan Nguyen, Kien Do, Duc Thanh Nguyen, Bao Duong, Thin Nguyen
Causal Inference via Style Transfer for Out-of-distribution Generalisation. KDD (2023)
Dung Nguyen, Duc Thanh Nguyen, Sridha Sridharan, Simon Denman, Thanh Nguyen, David Dean, Clinton Fookes
Meta-transfer learning for emotion recognition. Neural Comput. Appl. 35 (14) (2023)
Ka-Chun Shum, Jaeyeon Kim, Binh-Son Hua, Duc Thanh Nguyen, Sai-Kit Yeung
Language-driven Object Fusion into Neural Radiance Fields with Pose-Conditioned Dataset Updates. CoRR (2023)
Miao Chang, Tan Vuong, Manas Palaparthi, Lachlan Howell, Alessio Bonti, Mohamed Abdelrazek, Duc Thanh Nguyen
An empirical study of automatic wildlife detection using drone thermal imaging and object detection. CoRR (2023)
Ka-Chun Shum, Hong-Wing Pang, Binh-Son Hua, Duc Thanh Nguyen, Sai-Kit Yeung
Conditional 360-degree Image Synthesis for Immersive Indoor Scene Decoration. ICCV (2023)
Huyen Tran, Duc Thanh Nguyen, John Yearwood
MVC: A Multi-Task Vision Transformer Network for COVID-19 Diagnosis from Chest X-ray Images. CoRR (2023)
Jaeyeon Kim, Binh-Son Hua, Duc Thanh Nguyen, Sai-Kit Yeung
PointInverter: Point Cloud Reconstruction and Editing via a Generative Model with Shape Priors. WACV (2023)
Tuan-Anh Vu, Duc Thanh Nguyen, Qing Guo, Binh-Son Hua, Nhat Minh Chung, Ivor W. Tsang, Sai-Kit Yeung
Leveraging Open-Vocabulary Diffusion to Camouflaged Instance Segmentation. CoRR (2023)
Ka-Chun Shum, Hong-Wing Pang, Binh-Son Hua, Duc Thanh Nguyen, Sai-Kit Yeung
Conditional 360-degree Image Synthesis for Immersive Indoor Scene Decoration. CoRR (2023)
Tuan-Anh Vu, Duc Thanh Nguyen, Binh-Son Hua, Quang-Hieu Pham, Sai-Kit Yeung
RFNet-4D: Joint Object Reconstruction and Flow Estimation from 4D Point Clouds. ECCV (23) (2022)
Hong-Wing Pang, Yingshu Chen, Phuoc-Hieu Le, Binh-Son Hua, Duc Thanh Nguyen, Sai-Kit Yeung
Neural Scene Decoration from a Single Photograph. ECCV (23) (2022)
Toan Nguyen, Kien Do, Duc Thanh Nguyen, Bao Duong, Thin Nguyen
Front-door Adjustment via Style Transfer for Out-of-distribution Generalisation. CoRR (2022)
Thanh Nguyen, Quoc Viet Hung Nguyen, Dung Tien Nguyen, Duc Thanh Nguyen, Thien Huynh-The, Saeid Nahavandi, Thanh Tam Nguyen, Quoc-Viet Pham, Cuong M. Nguyen
Deep learning for deepfakes creation and detection: A survey. Comput. Vis. Image Underst. 223 (2022)
Dung Nguyen, Duc Thanh Nguyen, Rui Zeng, Thanh Thi Nguyen, Son N. Tran, Thin Nguyen, Sridha Sridharan, Clinton Fookes
Deep Auto-Encoders With Sequential Learning for Multimodal Dimensional Emotion Recognition. IEEE Trans. Multim. 24 (2022)
Tuan-Anh Vu, Duc Thanh Nguyen, Binh-Son Hua, Quang-Hieu Pham, Sai-Kit Yeung
RFNet-4D: Joint Object Reconstruction and Flow Estimation from 4D Point Clouds. CoRR (2022)
Jaeyeon Kim, Binh-Son Hua, Duc Thanh Nguyen, Sai-Kit Yeung
PointInverter: Point Cloud Reconstruction and Editing via a Generative Model with Shape Priors. CoRR (2022)
Jaeyeon Kim, Binh-Son Hua, Duc Thanh Nguyen, Sai-Kit Yeung
Minimal Adversarial Examples for Deep Learning on 3D Point Clouds. ICCV (2021)
Hung Nguyen, Thin Nguyen, Duc Thanh Nguyen
A graph-based approach for population health analysis using Geo-tagged tweets. Multim. Tools Appl. 80 (5) (2021)
Dung Nguyen, Sridha Sridharan, Duc Thanh Nguyen, Simon Denman, David Dean, Clinton Fookes
Meta Transfer Learning for Emotion Recognition. CoRR (2020)
Jing Yu Koh, Duc Thanh Nguyen, Quang-Trung Truong, Sai-Kit Yeung, Alexander Binder
SideInfNet: A Deep Neural Network for Semi-Automatic Semantic Segmentation with Side Information. CoRR (2020)
Jaeyeon Kim, Binh-Son Hua, Duc Thanh Nguyen, Sai-Kit Yeung
Minimal Adversarial Examples for Deep Learning on 3D Point Clouds. CoRR (2020)
Ngoc C. Lê, Nguyen The Lam, Son Hong Nguyen, Duc Thanh Nguyen
On Vietnamese Sentiment Analysis: A Transfer Learning Method. RIVF (2020)
Dung Nguyen, Duc Thanh Nguyen, Rui Zeng, Thanh Thi Nguyen, Son N. Tran, Thin Nguyen, Sridha Sridharan, Clinton Fookes
Deep Auto-Encoders with Sequential Learning for Multimodal Dimensional Emotion Recognition. CoRR (2020)
Dung Nguyen, Sridha Sridharan, Duc Thanh Nguyen, Simon Denman, Son N. Tran, Rui Zeng, Clinton Fookes
Joint Deep Cross-Domain Transfer Learning for Emotion Recognition. CoRR (2020)
Thin Nguyen, Duc Thanh Nguyen, Thuc Duy Le, Svetha Venkatesh
MrPC: Causal Structure Learning in Distributed Systems. ICONIP (4) (2020)
Quang-Hieu Pham, Mikaela Angelina Uy, Binh-Son Hua, Duc Thanh Nguyen, Gemma Roig, Sai-Kit Yeung
LCD: Learned Cross-Domain Descriptors for 2D-3D Matching. AAAI (2020)
Thin Nguyen, Mark E. Larsen, Bridianne O'Dea, Hung Nguyen, Duc Thanh Nguyen, John Yearwood, Dinh Quoc Phung, Svetha Venkatesh, Helen Christensen
Using spatiotemporal distribution of geocoded Twitter data to predict US county-level health indices. Future Gener. Comput. Syst. 110 (2020)
Jing Yu Koh, Duc Thanh Nguyen, Quang-Trung Truong, Sai-Kit Yeung, Alexander Binder
SideInfNet: A Deep Neural Network for Semi-Automatic Semantic Segmentation with Side Information. ECCV (24) (2020)
Mikaela Angelina Uy, Quang-Hieu Pham, Binh-Son Hua, Duc Thanh Nguyen, Sai-Kit Yeung
Revisiting Point Cloud Classification: A New Benchmark Dataset and Classification Model on Real-World Data. CoRR (2019)
Duc Thanh Nguyen, Quang-Hieu Pham, Binh-Son Hua
Creating and understanding 3D annotated scene meshes. SIGGRAPH Asia (2019)
Mikaela Angelina Uy, Quang-Hieu Pham, Binh-Son Hua, Duc Thanh Nguyen, Sai-Kit Yeung
Revisiting Point Cloud Classification: A New Benchmark Dataset and Classification Model on Real-World Data. ICCV (2019)
Hung Nguyen, Thin Nguyen, Duc Thanh Nguyen
An empirical study on prediction of population health through social media. J. Biomed. Informatics 99 (2019)
Hung Nguyen, Duc Thanh Nguyen, Thin Nguyen
SPDF: Set Probabilistic Distance Features for Prediction of Population Health Outcomes via Social Media. AusDM (2019)
Quang-Hieu Pham, Binh-Son Hua, Duc Thanh Nguyen, Sai-Kit Yeung
Real-Time Progressive 3D Semantic Segmentation for Indoor Scenes. WACV (2019)
Thanh Thi Nguyen, Cuong M. Nguyen, Dung Tien Nguyen, Duc Thanh Nguyen, Saeid Nahavandi
Deep Learning for Deepfakes Creation and Detection. CoRR (2019)
Quang-Hieu Pham, Duc Thanh Nguyen, Binh-Son Hua, Gemma Roig, Sai-Kit Yeung
JSIS3D: Joint Semantic-Instance Segmentation of 3D Point Clouds with Multi-Task Pointwise Networks and Multi-Value Conditional Random Fields. CoRR (2019)
Quang-Hieu Pham, Duc Thanh Nguyen, Binh-Son Hua, Gemma Roig, Sai-Kit Yeung
JSIS3D: Joint Semantic-Instance Segmentation of 3D Point Clouds With Multi-Task Pointwise Networks and Multi-Value Conditional Random Fields. CVPR (2019)
Quang-Hieu Pham, Mikaela Angelina Uy, Binh-Son Hua, Duc Thanh Nguyen, Gemma Roig, Sai-Kit Yeung
LCD: Learned Cross-Domain Descriptors for 2D-3D Matching. CoRR (2019)
Hung Nguyen, Duc Thanh Nguyen, Thin Nguyen
Estimating County Health Indices Using Graph Neural Networks. AusDM (2019)
Duc Thanh Nguyen, Binh-Son Hua, Lap-Fai Yu, Sai-Kit Yeung
A Robust 3D-2D Interactive Tool for Scene Segmentation and Annotation. IEEE Trans. Vis. Comput. Graph. 24 (12) (2018)
Tian Feng, Quang-Trung Truong, Duc Thanh Nguyen, Jing Yu Koh, Lap-Fai Yu, Alexander Binder, Sai-Kit Yeung
Urban Zoning Using Higher-Order Markov Random Fields on Multi-View Imagery Data. ECCV (8) (2018)
Duc Thanh Nguyen, Ngoc-Son Vu, Thanh-Toan Do, Thin Nguyen, John Yearwood
Improving Chamfer Template Matching Using Image Segmentation. IEEE Signal Process. Lett. 25 (11) (2018)
Quang-Hieu Pham, Minh-Khoi Tran, Wenhui Li, Shu Xiang, Heyu Zhou, Weizhi Nie, Anan Liu, Yuting Su, Minh-Triet Tran, Ngoc-Minh Bui, Trong-Le Do, Tu V. Ninh, Tu-Khiem Le, Anh-Vu Dao, Vinh-Tiep Nguyen, Minh N. Do, Anh Duc Duong, Binh-Son Hua, Lap-Fai Yu, Duc Thanh Nguyen, Sai-Kit Yeung
RGB-D Object-to-CAD Retrieval. 3DOR@Eurographics (2018)
Quang-Hieu Pham, Binh-Son Hua, Duc Thanh Nguyen, Sai-Kit Yeung
Real-time Progressive 3D Semantic Segmentation for Indoor Scene. CoRR (2018)
Hung Nguyen, Van Nguyen, Thin Nguyen, Mark E. Larsen, Bridianne O'Dea, Duc Thanh Nguyen, Trung Le, Dinh Q. Phung, Svetha Venkatesh, Helen Christensen
Jointly Predicting Affective and Mental Health Scores Using Deep Neural Networks of Visual Cues on the Web. WISE (2) (2018)
Thin Nguyen, Duc Thanh Nguyen, Mark E. Larsen, Bridianne O'Dea, John Yearwood, Dinh Q. Phung, Svetha Venkatesh, Helen Christensen
Prediction of Population Health Indices from Social Media using Kernel-based Textual and Temporal Features. WWW (Companion Volume) (2017)
Binh-Son Hua, Quang-Trung Truong, Minh-Khoi Tran, Quang-Hieu Pham, Asako Kanezaki, Tang Lee, HungYueh Chiang, Winston H. Hsu, Bo Li, Yijuan Lu, Henry Johan, Shoki Tashiro, Masaki Aono, Minh-Triet Tran, Viet-Khoi Pham, Hai-Dang Nguyen, Vinh-Tiep Nguyen, Quang-Thang Tran, Thuyen V. Phan, Bao Truong, Minh N. Do, Anh Duc Duong, Lap-Fai Yu, Duc Thanh Nguyen, Sai-Kit Yeung
RGB-D to CAD Retrieval with ObjectNN Dataset. 3DOR@Eurographics (2017)
Thin Nguyen, Mark E. Larsen, Bridianne O'Dea, Duc Thanh Nguyen, John Yearwood, Dinh Q. Phung, Svetha Venkatesh, Helen Christensen
Kernel-based features for predicting population health indices from geocoded social media data. Decis. Support Syst. 102 (2017)
Thanh-Toan Do, Anh-Dzung Doan, Duc Thanh Nguyen, Ngai-Man Cheung
Binary Hashing with Semidefinite Relaxation and Augmented Lagrangian. CoRR (2016)
Duc Thanh Nguyen, Binh-Son Hua, Lap-Fai Yu, Sai-Kit Yeung
A Robust 3D-2D Interactive Tool for Scene Segmentation and Annotation. CoRR (2016)
Duc Thanh Nguyen, Wanqing Li, Philip O. Ogunbona
Human detection from images and videos: A survey. Pattern Recognit. 51 (2016)
Duc Thanh Nguyen, Binh-Son Hua, Minh-Khoi Tran, Quang-Hieu Pham, Sai-Kit Yeung
A Field Model for Repairing 3D Shapes. CVPR (2016)
Binh-Son Hua, Quang-Hieu Pham, Duc Thanh Nguyen, Minh-Khoi Tran, Lap-Fai Yu, Sai-Kit Yeung
SceneNN: A Scene Meshes Dataset with aNNotations. 3DV (2016)
Thanh-Toan Do, Anh-Dzung Doan, Duc Thanh Nguyen, Ngai-Man Cheung
Binary Hashing with Semidefinite Relaxation and Augmented Lagrangian. ECCV (2) (2016)
Duc Thanh Nguyen, Minh-Khoi Tran, Sai-Kit Yeung
An MRF-Poselets Model for Detecting Highly Articulated Humans. ICCV (2015)
Duc Thanh Nguyen, Zhimin Zong, Philip Ogunbona, Yasmine C. Probst, Wanqing Li
Food image classification using local appearance and global structural information. Neurocomputing 140 (2014)
Duc Thanh Nguyen
A Novel Chamfer Template Matching Method Using Variational Mean Field. CVPR (2014)
Lijuan Zhou, Wanqing Li, Yuyao Zhang, Philip Ogunbona, Duc Thanh Nguyen, Hanling Zhang
Discriminative Key Pose Extraction Using Extended LC-KSVD for Action Recognition. DICTA (2014)
Duc Thanh Nguyen, Wanqing Li, Philip Ogunbona
Inter-occlusion reasoning for human detection based on variational mean field. Neurocomputing 110 (2013)
Duc Thanh Nguyen, Philip Ogunbona, Wanqing Li
A novel shape-based non-redundant local binary pattern descriptor for object detection. Pattern Recognit. 46 (5) (2013)
Hongda Tian, Wanqing Li, Philip Ogunbona, Duc Thanh Nguyen, Ce Zhan
Smoke detection in videos using Non-Redundant Local Binary Pattern-based features. MMSP (2011)
Duc Thanh Nguyen, Philip Ogunbona, Wanqing Li
Human detection with contour-based local motion binary patterns. ICIP (2011)
Duc Thanh Nguyen, Philip Ogunbona, Wanqing Li
Detecting humans under occlusion using variational mean field method. ICIP (2011)
Duc Thanh Nguyen, Zhimin Zong, Philip Ogunbona, Wanqing Li
Object detection using Non-Redundant Local Binary Patterns. ICIP (2010)
Duc Thanh Nguyen, Wanqing Li, Philip Ogunbona
Human detection using local shape and Non-Redundant binary patterns. ICARCV (2010)
Zhimin Zong, Duc Thanh Nguyen, Philip Ogunbona, Wanqing Li
On the Combination of Local Texture and Global Structure for Food Classification. ISM (2010)
Duc Thanh Nguyen, Wanqing Li, Philip Ogunbona
An Improved Template Matching Method for Object Detection. ACCV (3) (2009)
Duc Thanh Nguyen, Philip Ogunbona, Wanqing Li
Human detection based on weighted template matching. ICME (2009)
Duc Thanh Nguyen, Wanqing Li, Philip Ogunbona
A novel template matching method for human detection. ICIP (2009)
Duc Thanh Nguyen
A rotation method for binary document images using DDA algorithm. ACM Symposium on Document Engineering (2008)
Duc Thanh Nguyen, Cam Thi Nguyen, Tham Luong Thi, Thanh Loan Nguyen Thi, Kim Loan Tran Thi
An Application of Genetic Algorithm for Weekly Course Timetabling Problem. IC-AI (2007)
Duc Thanh Nguyen
Solving Timetabling Problem Using Genetic and Heuristic Algorithms. SNPD (3) (2007)
Duc Thanh Nguyen, Dai Binh Vo, Tu Mi Nguyen, Thuy Giang Nguyen
A Robust Document Skew Estimation Algorithm Using Mathematical Morphology. ICTAI (1) (2007)