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Minh-Khanh Le, Thanh-Danh Nguyen†, Vinh-Tiep Nguyen, and Tam V. Nguyen.
“Dual-TCR: A Dual-Branch Target Consistency Reward Framework for Training-Free Personalized Segmentation.”
Pattern Recognition Letters, Oct 2026. IF = 3.5. (SCIE-Q1)
[DOI,
PDF]
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Thanh-Danh Nguyen, Trong-Tai Dam Vu, Bich-Nga Pham, Thanh Duc Ngo, Tam V. Nguyen, and Vinh-Tiep Nguyen†.
“CAMUL: Context-Aware Multi-conditional Instance Synthesis for Image Segmentation”,
IEEE MultiMedia, Jun 2025. IF = 3.3. (SCIE-Q1)
[DOI,
PDF]
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Thanh-Danh Nguyen, Nguyen Phan, Tam V. Nguyen†, Vinh-Tiep Nguyen, and Minh-Triet Tran.
“Nighttime Scene Understanding with Label Transfer Scene Parser.” Image and Vision Computing, Sep 2024. IF = 4.2. (SCIE-Q1)
[DOI,
PDF]
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Thanh-Danh Nguyen*, Anh-Khoa Nguyen Vu*, Nhat-Duy Nguyen*, Vinh-Tiep Nguyen, Thanh Duc Ngo, Thanh-Toan Do,
Minh-Triet Tran, and Tam V. Nguyen†. “The Art of Camouflage: Few-shot Learning for Animal Detection and Segmentation.”
IEEE Access, Jul 2024. IF = 3.4. (SCIE-Q1)
[DOI,
ArXiv,
PDF]
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Sy-Tuyen Ho, Manh-Khanh Ngo Huu, Thanh-Danh Nguyen, Nguyen Phan, Vinh-Tiep Nguyen,
Thanh Duc Ngo, Duy-Dinh Le, Tam V. Nguyen†. "Abstraction-Perception Preserving Cartoon Face Synthesis."
Multimedia Tools and Applications, 2023. IF = 2.395. (SCIE-Q1)
[DOI,
PDF]
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Xuan-Duong Nguyen, Anh-Khoa Nguyen Vu, Thanh-Danh Nguyen, Nguyen Phan, Bao-Duy Duyen Dinh, Nhat-Duy
Nguyen, Tam V. Nguyen†, Vinh-Tiep Nguyen, and Duy-Dinh Le. “Adaptive multi-vehicle motion counting.” Signal,
Image and Video Processing, Feb 2022. IF = 2.157. (SCIE-Q2)
[DOI,
PDF]
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Viet-Hoang Doan, Thanh-Danh Nguyen†, Vinh-Tiep Nguyen, and Tam V. Nguyen.
“Knowledge Distillation via Temporal Frequency for Efficient Generative Semantic Image Segmentation.”
20th International Conference on Advanced Computing and Analytics. IEEE, 2026.
[DOI,
PDF]
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Thanh-Danh Nguyen, Vinh-Tiep Nguyen†, Kunpeng Li, and Tam V. Nguyen.
“CAMO-InstSynth: Few-shot Camouflage Instance Segmentation with Multi-Conditional Background
Synthesis and Generative Augmentation.”
18th Asian Conference on Intelligent Information and Database Systems, 2026.
[DOI,
PDF]
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Viet-Hoang Doan, Thanh-Danh Nguyen†, Tuan-Kiet Ngo, and Vinh-Tiep Nguyen.
“A Knowledge Distillation Approach for Diffusion-based Generative Skin Lesion Segmentation.”
2025 RIVF International Conference on Computing and Communication Technologies. IEEE, 2025.
[DOI,
PDF]
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Lan-Phuong Nguyen Ngoc, Thanh-Danh Nguyen†, and Vinh-Tiep Nguyen.
“Morph-RAG-SAM: Few-Shot Medical Image Segmentation via Hybrid Semantic-Morphological Re-Ranking
and Prompt-Guided Refinement.” 2025 RIVF International Conference on Computing and Communication
Technologies. IEEE, 2025.
[DOI,
PDF]
-
Nam-Hai Hoang Le, and Thanh-Danh Nguyen†. “Urban Perception Analysis via
Transformer-based Image Segmentation: A Deep Dive into City Understanding.”
2025 RIVF International Conference on Computing and Communication Technologies. IEEE, 2025.
[DOI,
PDF]
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Thanh-Danh Nguyen, Vinh-Tiep Nguyen†, and Tam V. Nguyen.
“Generative One-shot Camouflage Instance Segmentation.”
2025 International Conference on Multimedia Analysis and Pattern Recognition. IEEE, 2025.
[DOI,
PDF]
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Thanh-Danh Nguyen, Hung-Phu Cao, Thanh Duc Ngo, Vinh-Tiep Nguyen†, and Tam V. Nguyen.
“Few-Shot Instance Segmentation: An Exploration in the Frequency Domain for Camouflage Instances.”
2025 International Conference on Multimedia Analysis and Pattern Recognition. IEEE, 2025.
[DOI,
PDF]
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Thanh-Danh Nguyen, Vinh-Tiep Nguyen†, and Tam V. Nguyen.
“A Generative Approach at the Instance-Level for Image Segmentation Under Limited Training Data Conditions (Student Abstract).”
Proceedings of the AAAI Conference on Artificial Intelligence, 2025.
[DOI,
PDF,
Poster]
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Thanh-Danh Nguyen, Bich-Nga Pham, Trong-Tai Dam Vu, Vinh-Tiep Nguyen†, Thanh Duc Ngo, and Tam V. Nguyen.
“InstSynth: Instance-wise Prompt-guided Style Masked Conditional Data Synthesis for Scene Understanding.”
2024 International Conference on Multimedia Analysis and Pattern Recognition. IEEE, 2024.
[DOI,
PDF]
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Thanh-Danh Nguyen, Duc-Tuan Luu, Vinh-Tiep Nguyen†, and Thanh Duc Ngo.
“CE-OST: Contour Emphasis for One-Stage Transformer-based Camouflage Instance Segmentation.”
2023 International Conference on Multimedia Analysis and Pattern Recognition. IEEE, 2023.
[DOI,
PDF]
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Lan-Phuong Nguyen Ngoc, Hung-Phu Cao, Thanh-Danh Nguyen, Vinh-Tiep Nguyen†, and Thanh Duc Ngo.
“Inference Time Optimization for CNN-based Deformable Style Transfer.” 2022 International Conference
Resilience for Technology and Design.
[DOI]
-
Manh-Khanh Ngo Huu, Vinh Quang Ngo, Thanh-Danh Nguyen, Vinh-Tiep Nguyen†, and Thanh Duc Ngo.
“Antique Photo Restoration and Colorization via Generative Model.” 2022 International Conference
on Multimedia Analysis and Pattern Recognition. IEEE, 2022.
[DOI,
PDF]
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Thanh-Danh Nguyen*, Anh-Khoa Nguyen Vu*, Nhat-Duy Nguyen*, Vinh-Tiep Nguyen, Thanh Duc Ngo,
Thanh-Toan Do, Minh-Triet Tran, and Tam V. Nguyen†. “Few-shot Camouflaged Animal Detection and Segmentation.”
Invited poster at CV4Animals Workshop, CVPR 2022.
[Poster,
PDF]
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Anh-Khoa Nguyen Vu, Thanh-Danh Nguyen, Vinh-Tiep Nguyen†, and Thanh Duc Ngo. “DF-FSOD: A Novel Approach
for Few-shot Object Detection via Distinguished Features.” 2021 International Conference on Multimedia
Analysis and Pattern Recognition. IEEE, 2021.
[DOI,
PDF]
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Ngoc-Khanh Nguyen, Thanh-Danh Nguyen, and Vinh-Tiep Nguyen†. “A More Focus on Multi-degradation
Method for Single Image Super-Resolution.” 2021 International Conference on Multimedia Analysis
and Pattern Recognition. IEEE, 2021.
[DOI,
PDF]
* indicates equal contribution, † denotes corresponding authors.