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2020 – today
- 2024
[j15]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): 22455-22472 (2024)- [j14]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): 34083-34108 (2024) - [c41]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. CVPR 2024: 5176-5187 - [i21]Quang-Trung Truong, Duc Thanh Nguyen, Binh-Son Hua, Sai-Kit Yeung:
Self-supervised Video Object Segmentation with Distillation Learning of Deformable Attention. CoRR abs/2401.13937 (2024) - 2023
- [j13]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): 10535-10549 (2023) - [c40]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: 4455-4465 - [c39]Toan Nguyen, Kien Do, Duc Thanh Nguyen, Bao Duong, Thin Nguyen:
Causal Inference via Style Transfer for Out-of-distribution Generalisation. KDD 2023: 1746-1757 - [c38]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: 592-601 - [i20]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 abs/2307.09621 (2023) - [i19]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 abs/2309.11281 (2023) - [i18]Huyen Tran, Duc Thanh Nguyen, John Yearwood:
MVC: A Multi-Task Vision Transformer Network for COVID-19 Diagnosis from Chest X-ray Images. CoRR abs/2310.00418 (2023) - [i17]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 abs/2310.11257 (2023) - [i16]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 abs/2312.17505 (2023) - 2022
- [j12]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: 103525 (2022) - [j11]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: 1313-1324 (2022) - [c37]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: 36-52 - [c36]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: 136-152 - [i15]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 abs/2203.16482 (2022) - [i14]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 abs/2211.08702 (2022) - [i13]Toan Nguyen, Kien Do, Duc Thanh Nguyen, Bao Duong, Thin Nguyen:
Front-door Adjustment via Style Transfer for Out-of-distribution Generalisation. CoRR abs/2212.03063 (2022) - 2021
- [j10]Hung Nguyen, Thin Nguyen, Duc Thanh Nguyen:
A graph-based approach for population health analysis using Geo-tagged tweets. Multim. Tools Appl. 80(5): 7187-7204 (2021) - [c35]Jaeyeon Kim, Binh-Son Hua, Duc Thanh Nguyen, Sai-Kit Yeung:
Minimal Adversarial Examples for Deep Learning on 3D Point Clouds. ICCV 2021: 7777-7786 - 2020
- [j9]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: 620-628 (2020) - [c34]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: 11856-11864 - [c33]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: 103-118 - [c32]Thin Nguyen, Duc Thanh Nguyen, Thuc Duy Le, Svetha Venkatesh:
MrPC: Causal Structure Learning in Distributed Systems. ICONIP (4) 2020: 87-94 - [c31]Ngoc C. Lê, Nguyen The Lam, Son Hong Nguyen, Duc Thanh Nguyen:
On Vietnamese Sentiment Analysis: A Transfer Learning Method. RIVF 2020: 1-5 - [i12]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 abs/2002.02634 (2020) - [i11]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 abs/2003.11136 (2020) - [i10]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 abs/2004.13236 (2020) - [i9]Dung Nguyen, Sridha Sridharan, Duc Thanh Nguyen, Simon Denman, David Dean, Clinton Fookes:
Meta Transfer Learning for Emotion Recognition. CoRR abs/2006.13211 (2020) - [i8]Jaeyeon Kim, Binh-Son Hua, Duc Thanh Nguyen, Sai-Kit Yeung:
Minimal Adversarial Examples for Deep Learning on 3D Point Clouds. CoRR abs/2008.12066 (2020)
2010 – 2019
- 2019
- [j8]Hung Nguyen, Thin Nguyen, Duc Thanh Nguyen:
An empirical study on prediction of population health through social media. J. Biomed. Informatics 99 (2019) - [c30]Hung Nguyen, Duc Thanh Nguyen, Thin Nguyen:
SPDF: Set Probabilistic Distance Features for Prediction of Population Health Outcomes via Social Media. AusDM 2019: 54-63 - [c29]Hung Nguyen, Duc Thanh Nguyen, Thin Nguyen:
Estimating County Health Indices Using Graph Neural Networks. AusDM 2019: 64-76 - [c28]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: 8827-8836 - [c27]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: 1588-1597 - [c26]Duc Thanh Nguyen, Quang-Hieu Pham, Binh-Son Hua:
Creating and understanding 3D annotated scene meshes. SIGGRAPH Asia 2019: 136:1-136:148 - [c25]Quang-Hieu Pham, Binh-Son Hua, Duc Thanh Nguyen, Sai-Kit Yeung:
Real-Time Progressive 3D Semantic Segmentation for Indoor Scenes. WACV 2019: 1089-1098 - [i7]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 abs/1904.00699 (2019) - [i6]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 abs/1908.04616 (2019) - [i5]Thanh Thi Nguyen, Cuong M. Nguyen, Dung Tien Nguyen, Duc Thanh Nguyen, Saeid Nahavandi:
Deep Learning for Deepfakes Creation and Detection. CoRR abs/1909.11573 (2019) - [i4]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 abs/1911.09326 (2019) - 2018
- [j7]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): 1635-1639 (2018) - [j6]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): 3005-3018 (2018) - [c24]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: 45-52 - [c23]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: 627-644 - [c22]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: 100-110 - [i3]Quang-Hieu Pham, Binh-Son Hua, Duc Thanh Nguyen, Sai-Kit Yeung:
Real-time Progressive 3D Semantic Segmentation for Indoor Scene. CoRR abs/1804.00257 (2018) - 2017
- [j5]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: 22-31 (2017) - [c21]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 - [c20]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: 99-107 - 2016
- [j4]Duc Thanh Nguyen, Wanqing Li, Philip O. Ogunbona:
Human detection from images and videos: A survey. Pattern Recognit. 51: 148-175 (2016) - [c19]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: 92-101 - [c18]Duc Thanh Nguyen, Binh-Son Hua, Minh-Khoi Tran, Quang-Hieu Pham, Sai-Kit Yeung:
A Field Model for Repairing 3D Shapes. CVPR 2016: 5676-5684 - [c17]Thanh-Toan Do, Anh-Dzung Doan, Duc Thanh Nguyen, Ngai-Man Cheung:
Binary Hashing with Semidefinite Relaxation and Augmented Lagrangian. ECCV (2) 2016: 802-817 - [i2]Thanh-Toan Do, Anh-Dzung Doan, Duc Thanh Nguyen, Ngai-Man Cheung:
Binary Hashing with Semidefinite Relaxation and Augmented Lagrangian. CoRR abs/1607.05396 (2016) - [i1]Duc Thanh Nguyen, Binh-Son Hua, Lap-Fai Yu, Sai-Kit Yeung:
A Robust 3D-2D Interactive Tool for Scene Segmentation and Annotation. CoRR abs/1610.05883 (2016) - 2015
- [c16]Duc Thanh Nguyen, Minh-Khoi Tran, Sai-Kit Yeung:
An MRF-Poselets Model for Detecting Highly Articulated Humans. ICCV 2015: 1967-1975 - 2014
- [j3]Duc Thanh Nguyen, Zhimin Zong, Philip Ogunbona, Yasmine C. Probst, Wanqing Li:
Food image classification using local appearance and global structural information. Neurocomputing 140: 242-251 (2014) - [c15]Duc Thanh Nguyen:
A Novel Chamfer Template Matching Method Using Variational Mean Field. CVPR 2014: 2425-2432 - [c14]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: 1-8 - 2013
- [j2]Duc Thanh Nguyen, Wanqing Li, Philip Ogunbona:
Inter-occlusion reasoning for human detection based on variational mean field. Neurocomputing 110: 51-61 (2013) - [j1]Duc Thanh Nguyen, Philip Ogunbona, Wanqing Li:
A novel shape-based non-redundant local binary pattern descriptor for object detection. Pattern Recognit. 46(5): 1485-1500 (2013) - 2011
- [c13]Duc Thanh Nguyen, Philip Ogunbona, Wanqing Li:
Detecting humans under occlusion using variational mean field method. ICIP 2011: 2049-2052 - [c12]Duc Thanh Nguyen, Philip Ogunbona, Wanqing Li:
Human detection with contour-based local motion binary patterns. ICIP 2011: 3609-3612 - [c11]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: 1-4 - 2010
- [c10]Duc Thanh Nguyen, Wanqing Li, Philip Ogunbona:
Human detection using local shape and Non-Redundant binary patterns. ICARCV 2010: 1145-1150 - [c9]Duc Thanh Nguyen, Zhimin Zong, Philip Ogunbona, Wanqing Li:
Object detection using Non-Redundant Local Binary Patterns. ICIP 2010: 4609-4612 - [c8]Zhimin Zong, Duc Thanh Nguyen, Philip Ogunbona, Wanqing Li:
On the Combination of Local Texture and Global Structure for Food Classification. ISM 2010: 204-211
2000 – 2009
- 2009
- [c7]Duc Thanh Nguyen, Wanqing Li, Philip Ogunbona:
An Improved Template Matching Method for Object Detection. ACCV (3) 2009: 193-202 - [c6]Duc Thanh Nguyen, Wanqing Li, Philip Ogunbona:
A novel template matching method for human detection. ICIP 2009: 2549-2552 - [c5]Duc Thanh Nguyen, Philip Ogunbona, Wanqing Li:
Human detection based on weighted template matching. ICME 2009: 634-637 - 2008
- [c4]Duc Thanh Nguyen:
A rotation method for binary document images using DDA algorithm. ACM Symposium on Document Engineering 2008: 267-270 - 2007
- [c3]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: 455-462 - [c2]Duc Thanh Nguyen, Dai Binh Vo, Tu Mi Nguyen, Thuy Giang Nguyen:
A Robust Document Skew Estimation Algorithm Using Mathematical Morphology. ICTAI (1) 2007: 496-503 - [c1]Duc Thanh Nguyen:
Solving Timetabling Problem Using Genetic and Heuristic Algorithms. SNPD (3) 2007: 472-477
Coauthor Index
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