Journal Articles/Book Chapters
30. R2U3D: Recurrent Residual 3D U-Net for Lung Segmentation
Dhaval Kadia, Md Zahangir Alom, Ranga Burada, Tam V. Nguyen, Vijayan Asari
IEEE Access, 2021, IF =3.745
https://doi.org/10.1109/ACCESS.2021.3089704
29. MirrorNet: Bio-Inspired Camouflaged Object Segmentation
Jinnan Yan, Trung-Nghia Le, Khanh-Duy Nguyen, Minh-Triet Tran, Thanh-Toan Do, Tam V. Nguyen
IEEE Access, 2021, IF =3.745
https://doi.org/10.1109/ACCESS.2021.3064443
28. Olympic Games Event Recognition via Transfer Learning with Photobombing Guided Data Augmentation
Y. I. Mohamad, S. Baraheem, Tam V. Nguyen
Journal of Imaging, 2021
https://doi.org/10.3390/jimaging7020012
27. Mixed reality system for nondestructive evaluation training
Tam V. Nguyen, S. Kamma, V. Adari, T. Lesthaeghe, T. Boehnlein, V. Kramb
Journal of Virtual Reality, 2020, IF =3.634
https://doi.org/10.1007/s10055-020-00483-1
26. Unsupervised Deep Cross-modality Spectral Hashing
T. Hoang, T-T. Do, Tam V. Nguyen, N-M. Cheung,
IEEE Transactions on Image Processing (T-IP), Vol. 29, pp. 8391 - 8406, 2020, IF = 9.34
https://doi.org/10.1109/TIP.2020.3014727
25. Secure CAPTCHAs via Object Segment Collage
Tam V. Nguyen, Z. Huang, S. Bethini, V. Prasanth, P. H. Phung
IEEE Access, pp. 84230-84238, 2020 - IF = 4.098
https://doi.org/10.1109/ACCESS.2020.2989258
24. Detecting Objects from Space: An Evaluation of Deep Learning Modern Approaches
K. Nguyen, N. T. Huynh, P. C. Nguyen, K-D. Nguyen, N. D. Vo, Tam V. Nguyen
Electronics Journal, Vol. 9, pp. 583:1-18, .2020 - IF = 2.412
https://doi.org/10.3390/electronics9040583
23. HIT4Mal: Hybrid image transformation for malware classification
D‐L. Vu, T‐K. Nguyen, Tam V. Nguyen, T. N. Nguyen, F. Massacci, P. H. Phung
Transactions on Emerging Telecommunications Technologies (ETT), Volume 31, Issue 11, pp. 1-15, 2020 - IF = 1.594
https://doi.org/10.1002/ett.3789
22. Text-to-image via mask anchor points
S. Baraheem; Tam V. Nguyen
Pattern Recognition Letters (PRL), Volume 133, pp. 25-32, 2020 - IF = 3.255
https://doi.org/10.1016/j.patrec.2020.02.013
21. YADA: You Always Dream Again for Better Object Detection
K-D. Nguyen, K. Nguyen; D-D Le; D. Duong; Tam V. Nguyen
Multimedia Tools and Applications (MTAP), 2019 - IF = 2.101
https://doi.org/10.1007/s11042-019-07888-4
20. Anabranch Network for Camouflaged Object Segmentation
T-N Le, Tam V. Nguyen, Z. Nie; M-T Tran, A. Sugimoto
Journal of Computer Vision and Image Understanding (CVIU), Volume 184, pp. 45-56, 2019, IF = 2.645 [PDF] [Project Page]
https://doi.org/10.1016/j.cviu.2019.04.006
19. Simultaneous Feature Aggregating and Hashing for Compact Binary Code Learning.
T-T. Do, K. Le, T. Hoang, H. Le, Tam V. Nguyen, N-M Cheung.
IEEE Trans. on Image Processing (T-IP), 2019, IF = 6.79
https://doi.org/10.1109/TIP.2019.2913509
18. Video Instance Search via Spatial Fusion of Visual Words and Object Proposals
V-T Nguyen, D-D. Le, M-T. Tran, Tam V. Nguyen, T. D. Ngo, S. Satoh, D. A. Duong
International Journal of Multimedia Information Retrieval (IJMIR), pp. 1-12, 2019, IF = 2.2
https://doi.org/10.1007/s13735-019-00172-z
17. From selective deep convolutional features to compact binary representations for image retrieval
T-T Do, T. Hoang, D-K. Le, H. Le, Tam V. Nguyen, N-M. Cheung
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), Vol. 15, No. 2, pp. 43:1-43:22, 2019, IF = 2.019
16. You Always Look Again: Learning to Detect the Unseen Objects
K-D. Nguyen, K. Nguyen; D-D Le; D. Duong; Tam V. Nguyen
Journal of Visual Communication and Image Representation (JVCI), Vol. 60, pp. 206-216, 2019, IF = 2.259
15. Semantic Prior Analysis for Salient Object Detection
Tam V. Nguyen, K. Nguyen, T-T. Do
IEEE Transactions on Image Processing (T-IP), Volume 28, Issue 6, pp. 3130 - 3141, 2019, IF = 6.79 [Project Page]
14. Attentive Systems: A Survey
Tam V. Nguyen, Q. Zhao, S. Yan
International Journal of Computer Vision (IJCV), Vol. 126, No. 1, pp. 86-110, 2018, IF = 11.541 [PDF]
13. Kernel based Online Learning for Imbalance Multiclass Classification
S. Ding, B. Mirza, Z. Lin, J. Cao, X. Lai, Tam V. Nguyen, J. Sepulveda
Neurocomputing, Vol. 277, pp. 139-148, 2018 - IF = 3.317 [PDF]
12. Dual-layer Kernel Extreme Learning Machine for Action Recognition
Tam V. Nguyen, B. Mirza
Neurocomputing, 2017 - IF = 3.317, Vol. 260, pp. 123–130, 2017. [PDF]
11. As-Similar-As-Possible Saliency Fusion
Tam V. Nguyen, M. Kankanhalli
Multimedia Tools and Applications (MTAP), Vol. 76 Issue (8), pp. 10501-10519, 2017 - IF = 1.530
10. Augmented Immersion: Video Cutout and Gesture-guided Embedding for Gaming Applications
Tam V. Nguyen, J. Sepulveda
Multimedia Tools and Applications (MTAP), Vol. 75 Issue (20), pp.12351-12363, 2016 - IF = 1.346
9. Adaptive Non-parametric Image Parsing
Tam V. Nguyen, C. Lu, J. Sepulveda, S. Yan
IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT), Vol. 25 Issue (10), 2015 - IF = 2.615 [PDF]
8. STAP: Spatial-Temporal Attention-aware Pooling for Action Recognition
Tam V. Nguyen, Z. Song, S. Yan
IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT), Vol. 25 Issue (1), 2015 - IF = 2.615 [PDF] [Project Page]
7. Seeing Human Weight from a Single RGB-D Image
Tam V. Nguyen, J. Feng, S. Yan
Journal of Computer Science and Technology (JCST), Vol. 29 Issue (5), 2014, pp. 777-784 - IF = 0.642 [PDF] [Project Page]
6. Touch Saliency: Characteristics and Prediction
B.Ni, M. Xu, Tam V. Nguyen, C. Lang, Z. Huang, M. Wang, S. Yan
IEEE Transactions on Multimedia (T-MM), 2014 - IF = 1.776 [PDF]
5. Audio Matters in Visual Attention
Y. Chen, Tam V. Nguyen, M. Kankanhalli, J. Yuan, M. Wang, S. Yan
IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT), 2014 - IF = 2.259 [PDF]
4. Image Re-Attentionizing
Tam V. Nguyen, B. Ni, H. Liu, W. Xia, J. Luo, M. Kankanhalli, and S. Yan.
IEEE Transactions on Multimedia (T-MM), Vol. 15, No. 8, December 2013.
- IF = 1.935 [PDF] [Project Page]
3. Towards Decrypting Attractiveness via Multi-Modality Cues.
Tam V. Nguyen, S. Liu, J. Tan, B. Ni, Y. Rui, S. Yan.
ACM Trans. Multimedia Comput. Commun. Appl. (TOMM) 9, 4, Article 28 (August 2013). - IF = 1.425 [PDF] [Project Page]
2. Fuzzy Online Reputation Analysis Framework.
E. Portmann, Tam V. Nguyen, J. Sepulveda, A. D. Cheok
Fuzzy Methods for Customer Relationship Management and Marketing: Applications and Classification. IGI Global, Linked (Book chapter).
1. The Anatomy of Home Healthcare System: A Review
Tam V. Nguyen, and Deokjai Choi
Chonnam National University Networking Journal, June 2008
[PDF]
Conference/Workshop Papers
44. Direct Quantization for Training Highly Accurate Low Bit-width Deep Neural Networks
T. Hoang; T-T. Do; Tam V. Nguyen, N-M. Cheung
International Joint Conference on Artificial Intelligence (IJCAI), 2020
43. Flood Level Prediction via Human Pose Estimation from Social Media Images
K-A. Q; V-T. Nguyen; T-C. Nguyen; Tam V. Nguyen, M-T. Tran
ACM International Conference on Multimedia Retrieval (ICMR), 2020
42. Aesthetic-Aware Text to Image Synthesis
S. Baraheem; Tam V. Nguyen
54th Annual Conference on. Information Sciences and Systems (CISS), 2020
41. Data Augmentation Analysis in Vehicle Detection from Aerial Videos
Q. M. Chung; T. D. Le; D.V. Thin; N. D. Vo; Tam V. Nguyen, K. Nguyen
International Conference of Research, Innovation and Vision for the Future (RIVF), 2020
40. LiveSense: Contextual Advertising in Live Streaming Videos
X. Chen, Tam V. Nguyen, Z. Shen, M. Kankanhalli
ACM Multimedia Conference (ACM MM), 2019 (Oral presentation) (Acceptance rate: 26%)
39. SharkTank Deal Prediction: Dataset and Computational Model
T. Sherk, M-T. Tran, Tam V. Nguyen
International Conference on Knowledge and Systems Engineering (KSE), 2019
(Oral presentation) (Acceptance rate: 39%)
38. Revisit of Region-Feature Combinations in Facial Analysis
Z. Nie, A. Mattey, Z. Huang, Tam V. Nguyen
IEEE International Conference on Systems, Man, and Cybernetics (SMC2018), 2018, Miyazaki, Japan (Oral presentation) [Project Page]
37. Denser Trajectories of Anchor Points for Action Recognition
Tam V. Nguyen, Jiashi Feng, Khang Nguyen
International Conference on Ubiquitous Information Management and Communication 2018, pp. 1:1-1:8
36. ASMIM: Augmented Reality Authoring System for Mobile Interactive Manuals
Tam V. Nguyen, Bilal Mirza, Dorothy Tan, Jose Sepulveda.
International Conference on Ubiquitous Information Management and Communication 2018, pp. 3:1-3:6
35. Ensemble of Deep Object Detectors for Page Object Detection
Nguyen D. Vo, Khanh Nguyen, Tam V. Nguyen, Khang Nguyen.
International Conference on Ubiquitous Information Management and Communication 2018, pp. 11:1-11:6
34. Natural Language, Mixed-initiative Personal Assistant Agents
Joshua W. Buck, Saverio Perugini, Tam V. Nguyen
International Conference on Ubiquitous Information Management and Communication 2018, pp. 82:1-82:8
33. Instance Re-Identification Flow for Video Object Segmentation
Trung-Nghia Le et al., Tam V. Nguyen, Minh-Triet Tran
The 2017 DAVIS Challenge on Video Object Segmentation - CVPR 2017 Workshops, Honolulu, Hawaii, USA [PDF] 3rd place
32. Salient Object Detection with Semantic Priors
Tam V. Nguyen, and L. Liu
International Joint Conference on Artificial Intelligence (IJCAI-17), 2017, Melbourne, Australia (Oral presentation - Acceptance rate: 26%)
31. Novel Evaluation Metrics for Seam Carving based Image Retargeting
Tam V. Nguyen, and G. Gao
International Conference on Image Processing (ICIP-17), 2017, Beijing, China (Oral presentation)
30. Empirical Evaluation of State-Of-The-Art Object Detection Methods for Document Image Understanding
Nguyen D. Vo, K. Nguyen, Tam V. Nguyen, K. Nguyen
Proceedings of the Fundamental and Applied IT Research 2017 Conference, pp. 180-184 (FAIR) 2017 [PDF]
29. Exploiting Generic Multi-Level Convolutional Neural Networks for Scene Understanding
Tam V. Nguyen, L. Liu, K. Nguyen
International Conference on Control, Automation, Robotics and Vision (ICARCV) 2016
28. MARIM: Mobile Augmented Reality for Interactive Manuals
Tam V. Nguyen, D. Tan, B. Mirza, J. Sepulveda
ACM Multimedia (ACM MM) 2016 [Demo]
27. GECKA3D: A 3D Game Engine for Commonsense Knowledge Acquisition
E. Cambria, Tam V. Nguyen, B. Cheng, K. Kwok, J. Sepulveda
AAAI FLAIRS 2016 [PDF]
26. Sense Beyond Expressions: Cuteness
K. Wang*, Tam V. Nguyen*, J. Feng, J. Sepulveda
ACM Multimedia (ACM MM - Acceptance rate: 29%) 2015 (* indicates equal contribution) [PDF]
25. Salient Object Detection via Augmented Hypotheses
Tam V. Nguyen, and J. Sepulveda
International Joint Conference on Artificial Intelligence (IJCAI-15), 2015, Buenos Aires, Argentina (Oral presentation - Acceptance rate: 28%) [PDF] [Project Page]
24. SalAds: A Multimodal Approach for Contextual Video Advertising
X. Chen, Tam V. Nguyen, M. Kankanhalli
IEEE International Symposium on Multimedia (ISM) 2015
(Oral presentation)
23. Salient Object Detection via Objectness Proposals
Tam V. Nguyen
AAAI Conference on Artificial Intelligence (AAAI-15), 2015, TX, US [PDF] [Demo]
22. GACE: Gesture and Appearance Cutout Embedding for Gaming Applications
Tam V. Nguyen, Y. Tan, J. Sepulveda.
ACM Multimedia (ACM MM), 2014 Workshop in Immersive Media Experiences [PDF]
21. Static Saliency vs. Dynamic Saliency: A Comparative Study
Tam V. Nguyen, M. Xu, G. Gao, M. Kankanhalli, Q.Tian, and S. Yan.
ACM Multimedia (ACM MM), 2013, Barcelona, Spain.
(Oral presentation, long paper - Acceptance rate: < 20%) [PDF] [Project Page]
20. Context-aware Action Recognition in Kitchen Environment
Tam V. Nguyen
ECE Graduate Student Symposium 2013, Singapore
Best Presentation Award
19. Sense Beauty via Face, Dressing, and/or Voice
Tam V. Nguyen, S. Liu, B. Ni, J. Tan, Y. Rui, S. Yan
ACM Multimedia (ACM MM) 2012, Nara, Japan.
(Oral presentation, long paper - Acceptance rate: 20.2%)
[PDF] Student Travel Grant Winner
18. 3DME: 3D Media Express from RGB-D Images
Tam V. Nguyen, L. Li, J. Tan, S. Yan
ACM Multimedia (ACM MM) 2012, Nara, Japan.
17. Hi, Magic Closet, Tell Me What to Wear!
S. Liu*, Tam V. Nguyen*, J. Feng, M. Wang, S. Yan,
ACM Multimedia (ACM MM) 2012, Nara, Japan. (* indicates equal contribution)
16. Depth Matters: Influence of Depth Cues on Visual Saliency
C. Lang*, Tam V. Nguyen*, H. Katti*, K. Yadati, M. Kankanhalli, S. Yan
ECCV 2012, Firenze, Italy. (* indicates equal contribution) (Acceptance rate: 25%) [PDF] [Project Page]
15. Seeing Your Weight – An application in targeted advertisement
Tam V. Nguyen, S. Yan
ICCV 2011, Barcelona, Spain, Linked.
Early publications
14. CCBR: Chaining Case Based Reasoning in Context-Aware Smart Home
Tam V. Nguyen, Y. Woo and D. Choi
ACIIDS 2009, Vietnam [PDF]
13. How to Maximize User Satisfaction Degree in Multi-service IP Networks
H. Nguyen, Tam V. Nguyen, D. Choi
ACIIDS 2009, Vietnam [PDF]
12. ISS: The Interactive Smart-home Simulator
Tam V. Nguyen, Kim Jinkook and Deokjai Choi
ICACT 2009, Korea [PDF] (Oral presentation)
11. Applying Contextual Graph to Context Reasoning in Ubiquitous Computing
Tam V. Nguyen, and Deokjai Choi
RIVF 2008, Vietnam
10. Context Reasoning using Contextual Graph
Tam V. Nguyen, Deokjai Choi
CIT 2008, Sydney, Australia (Oral presentation)
9. Network Traffic Anomalies Detection and Identification with Flow Monitoring
Huy Anh Nguyen, Tam V. Nguyen, Dongil Kim, and Deokjai Choi
WOCN 2008, July 5-7, Surabaya, Indonesia [PDF]
8. Context Awareness Framework based on Contextual Graph
Tam V. Nguyen, Wontaek Lim, Anh Huy Nguyen, and Deokjai Choi
WOCN 2008, July 5-7, Surabaya, Indonesia (Oral presentation) [PDF]
7. Context Ontology Implementation for Smart Home
Tam V. Nguyen, Wontaek Lim, Huy Anh Nguyen and Deokjai Choi
ICUT 2007, Bali, Indonesia [PDF]
6. Converting Sensor Data into Ontology Using DOM Model in Home Network
Wontaek Lim, Tam V. Nguyen, Myonghwan Yu, and Deokjai Choi
ISITC 2007, Jeonju, Korea
5. Reference Node Selection Algorithm and Localization Error Analysis for Indoor Sensor Networks
Guangjie Han, Tam V. Nguyen, Deokjai Choi
ICI 2007, Tashkent, Uzbekistan
4. A Reliable Sensor Selection Algorithm for Wireless Sensor Networks
Guangjie Han, Tam V. Nguyen, Deokjai Choi
ICI 2007, Tashkent, Uzbekistan
3. A Lightweight Embedded Web Server for non-Internet Devices
Guangjie Han, Tam V. Nguyen, Deokjai Choi
ICI 2007, Tashkent, Uzbekistan
2. Ubiquitous Access to Home Appliance Control System using Infrared Ray and Power Line Communication
Tam V. Nguyen, Dong Gun Lee, Yong Ho Seol, Myung Hwan Yu, Deokjai Choi
ICI 2007, Tashkent, Uzbekistan [PDF]
1. Smart Home’s Context-Aware System Implementation Based on Ontology Reasoning
Tam V. Nguyen, Wontaek Lim, Deokjai Choi
ITC-CSCC 2007, Busan, Korea (Oral presentation). [PDF]
PhD Thesis
Visual Saliency Analysis and Applications [PDF]
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