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Thanh Duc Ngo

Thanh-Duc Ngo

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affiliation: Vietnam National University Ho Chi Minh City, Vietnam
affiliation (PhD): Graduate University for Advanced Studies, Tokyo, Japan

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Books and Theses

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2013
[b1]
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Thanh Duc Ngo:
Scalable Approaches for Content -based Video Retrieval. Graduate University for Advanced Studies, Japan, 2013

Journal Articles

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2023
[j16]
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Shunji Aoyagi, Yuki Horie, Do Thi Thu Hien, Thanh Duc Ngo, Duy-Dinh Le, Kien Nguyen, Hiroo Sekiya:
An Accurate Platform for Investigating TCP Performance in Wi-Fi Networks. Future Internet 15(7): 246 (2023)
[j15]
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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. Multim. Tools Appl. 82(20): 31607-31624 (2023)
[j14]
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Anh-Khoa Nguyen Vu, Thanh-Toan Do, Nhat-Duy Nguyen, Vinh-Tiep Nguyen, Thanh Duc Ngo, Tam V. Nguyen:
Instance-Level Few-Shot Learning With Class Hierarchy Mining. IEEE Trans. Image Process. 32: 2374-2385 (2023)
2022
[j13]
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Anh-Khoa Nguyen Vu, Nhat-Duy Nguyen, Khanh-Duy Nguyen, Vinh-Tiep Nguyen, Thanh Duc Ngo, Thanh-Toan Do, Tam V. Nguyen:
Few-shot object detection via baby learning. Image Vis. Comput. 120: 104398 (2022)
2020
[j12]
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Vy Nguyen, Thanh Duc Ngo:
Single-image crowd counting: a comparative survey on deep learning-based approaches. Int. J. Multim. Inf. Retr. 9(2): 63-80 (2020)
[j11]
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Duy-Nhat Nguyen, Tien Do, Thanh Duc Ngo, Duy-Dinh Le:
An Evaluation of Deep Learning Methods for Small Object Detection. J. Electr. Comput. Eng. 2020: 3189691:1-3189691:18 (2020)
2019
[j10]
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Vinh-Tiep Nguyen, Duy-Dinh Le, Minh-Triet Tran, Tam V. Nguyen, Thanh Duc Ngo, Shin'ichi Satoh, Duc Anh Duong:
Video instance search via spatial fusion of visual words and object proposals. Int. J. Multim. Inf. Retr. 8(3): 181-192 (2019)
2017
[j9]
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Tien-Dung Mai, Thanh Duc Ngo, Duy-Dinh Le, Duc Anh Duong, Kiem Hoang, Shin'ichi Satoh:
Efficient large-scale multi-class image classification by learning balanced trees. Comput. Vis. Image Underst. 156: 151-161 (2017)
[j8]
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Vinh-Tiep Nguyen, Thanh Duc Ngo, Minh-Triet Tran, Duy-Dinh Le, Duc Anh Duong:
Persons-In-Places: a Deep Features Based Approach for Searching a Specific Person in a Specific Location. Informatica (Slovenia) 41(2) (2017)
[j7]
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Bor-Chun Chen, Yan-Ying Chen, Yin-Hsi Kuo, Thanh Duc Ngo, Duy-Dinh Le, Shin'ichi Satoh, Winston H. Hsu:
Scalable Face Track Retrieval in Video Archives Using Bag-of-Faces Sparse Representation. IEEE Trans. Circuits Syst. Video Technol. 27(7): 1595-1603 (2017)
[j6]
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Ngoc-Bao Nguyen, Vu Hoang Nguyen, Thanh Duc Ngo, Khang M. T. T. Nguyen:
Person re-identification with mutual re-ranking. Vietnam. J. Comput. Sci. 4(4): 233-244 (2017)
2016
[j5]
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Benjamin Renoust, Tetsuro Kobayashi, Thanh Duc Ngo, Duy-Dinh Le, Shin'ichi Satoh:
When face-tracking meets social networks: a story of politics in news videos. Appl. Netw. Sci. 1: 4 (2016)
[j4]
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Chien-Quang Le, Sang Phan, Thanh Duc Ngo, Duy-Dinh Le, Shin'ichi Satoh, Duc Anh Duong:
Human Action Recognition from Depth Videos Using Pool of Multiple Projections with Greedy Selection. IEICE Trans. Inf. Syst. 99-D(8): 2161-2171 (2016)
2015
[j3]
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Vinh-Tiep Nguyen, Thanh Duc Ngo, Minh-Triet Tran, Duy-Dinh Le, Duc Anh Duong:
A Combination of Spatial Pyramid and Inverted Index for Large-Scale Image Retrieval. Int. J. Multim. Data Eng. Manag. 6(2): 37-51 (2015)
2014
[j2]
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Sang Phan, Thanh Duc Ngo, Vu Lam, Son Tran, Duy-Dinh Le, Duc Anh Duong, Shin'ichi Satoh:
Multimedia Event Detection Using Segment-Based Approach for Motion Feature. J. Signal Process. Syst. 74(1): 19-31 (2014)
2013
[j1]
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Thanh Duc Ngo, Hung Thanh Vu, Duy-Dinh Le, Shin'ichi Satoh:
Face Retrieval in Large-Scale News Video Datasets. IEICE Trans. Inf. Syst. 96-D(8): 1811-1825 (2013)

Conference and Workshop Papers

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2023
[c66]
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Hung Tran Tien, Thanh Duc Ngo:
Unsupervised Domain Adaptation with Imbalanced Character Distribution for Scene Text Recognition. ICIP 2023: 3493-3497
[c65]
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Thuyen Tran Doan, Thua Nguyen, Tien Do, Tien-Dung Mai, Thanh Duc Ngo, Duy-Dinh Le:
Masked Face Recognition Using EUM Feature Extraction from Unobstructed Region. MAPR 2023: 1-5
[c64]
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Thi Ngoc Thuy Le, Thanh Duc Ngo:
HTC-BI: Hybrid Task Cascade with Boundary Information for Instance Segmentation. MAPR 2023: 1-6
[c63]
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Thua Nguyen, Thuyen Tran Doan, Khiem Le, Tien Do, Thanh Duc Ngo, Duy-Dinh Le:
Information Extraction from Rich Text Images with RoBERTa and LION Optimizer. MAPR 2023: 1-6
[c62]
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Thanh-Danh Nguyen, Duc-Tuan Luu, Vinh-Tiep Nguyen, Thanh Duc Ngo:
CE-OST: Contour Emphasis for One-Stage Transformer-based Camouflage Instance Segmentation. MAPR 2023: 1-6
[c61]
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Sieu Tran, Duc Minh Nguyen, Triet Huynh Minh Nguyen, Danh Phuc Ngo, Thu Minh Nguyen, Hao Vo, Khiem Le, Tien Do, Thanh Duc Ngo:
Diverse Search Methods and Multi-Modal Fusion for High-Performance Video Retrieval. SoICT 2023: 997-1002
[c60]
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Bao Tran Gia, Tuong Bui Cong Khanh, Khoa Tran Nhat, Kien Luu Trung, Thuyen Tran Doan, Khiem Le Tran Trong, Tien Do, Thanh Duc Ngo:
Integrating Multiple Models For Effective Video Retrieval and Multi-stage Search. SoICT 2023: 1003-1010
[c59]
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Trong-Le Do, Hai-Dang Nguyen, Quang-Thuc Nguyen, Mai-Khiem Tran, Viet-Tham Huynh, Cathal Gurrin, Tu V. Ninh, Tu-Khiem Le, Thanh Duc Ngo, Tu-Trinh Ngo, Duc-Tien Dang-Nguyen, Minh-Triet Tran:
News Event Retrieval from Large Video Collection in Ho Chi Minh City AI Challenge 2023. SoICT 2023: 1011-1017
2022
[c58]
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Manh-Khanh Ngo Huu, Vinh Quang Ngo, Thanh-Danh Nguyen, Vinh-Tiep Nguyen, Thanh Duc Ngo:
Antique Photo Restoration and Colorization via Generative Model. MAPR 2022: 1-6
[c57]
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Bich-Van Nguyen-Thi, Triet Le Phan, Thua-Ngoc Nguyen, Thanh Duc Ngo:
A Crowdsourcing Data Annotation System For Vietnamese Scene Text Detection. MAPR 2022: 1-6
[c56]
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Khanh Ho, Vu Xuan Dinh, Hong-Quang Nguyen, Khiem Le, Khang Dinh Tran, Tien Do, Tien-Dung Mai, Thanh Duc Ngo, Duy-Dinh Le:
UIT at VBS 2022: An Unified and Interactive Video Retrieval System with Temporal Search. MMM (2) 2022: 556-561
2021
[c55]
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Nguyen Nguyen, Thu Nguyen, Vinh Tran, Minh-Triet Tran, Thanh Duc Ngo, Thien Huu Nguyen, Minh Hoai:
Dictionary-Guided Scene Text Recognition. CVPR 2021: 7383-7392
[c54]
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Khanh Ho, Huy Bao Le, Khoa Van Nguyen, Thua Nguyen, Tien Do, Thanh Duc Ngo, Thanh-Son Nguyen:
Unweighted Bipartite Matching For Robust Vehicle Counting. MAPR 2021: 1-6
[c53]
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Manh-Khanh Ngo Huu, Sy-Tuyen Ho, Vinh-Tiep Nguyen, Thanh Duc Ngo:
Multilingual-GAN: A Multilingual GAN-based Approach for Handwritten Generation. MAPR 2021: 1-6
[c52]
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Minh Tran, Tri Pham, Tien Nguyen, Tien Do, Thanh Duc Ngo:
A robust framework for mathematical formula detection. MAPR 2021: 1-6
[c51]
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Anh-Khoa Nguyen Vu, Thanh-Danh Nguyen, Vinh-Tiep Nguyen, Thanh Duc Ngo:
DF-FSOD: A Novel Approach for Few-shot Object Detection via Distinguished Features. MAPR 2021: 1-6
[c50]
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Hung Le, Huy To, Hung An, Khanh Ho, Khoa Nguyen, Thua Nguyen, Tien Do, Thanh Duc Ngo, Duy-Dinh Le:
MC-OCR Challenge 2021: An end-to-end recognition framework for Vietnamese Receipts. RIVF 2021: 1-6
2020
[c49]
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Sy-Tuyen Ho, Vinh-Tiep Nguyen, Thanh Duc Ngo:
Interpolation based Anime Face Style Transfer. MAPR 2020: 1-6
[c48]
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Duy-Nhat Nguyen, Thua Nguyen, Tien Do, Thanh Duc Ngo, Duy-Dinh Le:
U15-Logos: Unconstrained Logo Dataset with Evaluation by Deep learning Methods. MAPR 2020: 1-6
[c47]
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Hung-Quoc Vo, Dung-Minh Nguyen, Tien Do, Vinh-Tiep Nguyen, Vu-Minh-Hieu Dang, Nhat-Duy Nguyen, Thanh Duc Ngo, Duy-Dinh Le, Shin'ichi Satoh:
Searching For Desired Person Doing Desired Action based on Visual and Audio Feature in Large Scale Video Database. MAPR 2020: 1-6
[c46]
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Duy-Dinh Le, Hung-Quoc Vo, Dung-Minh Nguyen, Tien-Van Do, Thinh-Le-Gia Pham, Tri-Le-Minh Vo, Thua-Ngoc Nguyen, Vinh-Tiep Nguyen, Thanh-Duc Ngo, Zheng Wang, Shin'ichi Satoh:
NII_UIT AT TRECVID 2020. TRECVID 2020
2019
[c45]
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  - conf/iscit/HienNLSPN19
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Do Thi Thu Hien, Thanh Duc Ngo, Duy-Dinh Le, Hiroo Sekiya, Van-Hau Pham, Kien Nguyen:
Targeting Bufferbloat in Wi-Fi Networks: An Emulator-based Approach. ISCIT 2019: 102-107
[c44]
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Do Thi Thu Hien, Thanh Duc Ngo, Duy-Dinh Le, Hiroo Sekiya, Van-Hau Pham, Kien Nguyen:
A Software Defined Networking Approach for Guaranteeing Delay in Wi-Fi Networks. SoICT 2019: 191-196
[c43]
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Martin Klinkigt, Duy-Dinh Le, Atsushi Hiroike, Hung-Quoc Vo, Mohit Chabra, Vu-Minh-Hieu Dang, Quan Kong, Vinh-Tiep Nguyen, Tomokazu Murakami, Tien-Van Do, Tomoaki Yoshinaga, Duy-Nhat Nguyen, Sinha Saptarshi, Thanh-Duc Ngo, Charles Limasanches, Tushar Agrawal, Jian Vora, Manikandan Ravikiran, Zheng Wang, Shin'ichi Satoh:
NII Hitachi UIT at TRECVID 2019. TRECVID 2019
2018
[c42]
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Vy Nguyen, Tien Do, Vinh-Tiep Nguyen, Thanh Duc Ngo, Duc Anh Duong:
How to Choose Deep Face Models for Surveillance System? ACIIDS (Extended Posters) 2018: 367-376
[c41]
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Quy Nguyen Pham Phu, Vy Nguyen, Tien Do, Thanh Duc Ngo:
Measuring Crowd Collectiveness with Trajectory Smoothing. MAPR 2018: 1-6
[c40]
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Thanh-Dat Truong, Vinh-Tiep Nguyen, Minh-Triet Tran, Trang-Vinh Trieu, Tien Do, Thanh Duc Ngo, Duy-Dinh Le:
Video Search Based on Semantic Extraction and Locally Regional Object Proposal. MMM (2) 2018: 451-456
2017
[c39]
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Phuoc Pham, Duy Nguyen, Tien Do, Thanh Duc Ngo, Duy-Dinh Le:
Evaluation of Deep Models for Real-Time Small Object Detection. ICONIP (3) 2017: 516-526
[c38]
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Vinh-Tiep Nguyen, Thanh Duc Ngo, Duy-Dinh Le, Minh-Triet Tran, Duc Anh Duong, Shin'ichi Satoh:
Semantic Extraction and Object Proposal for Video Search. MMM (2) 2017: 475-479
[c37]
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Sang Phan, Martin Klinkigt, Vinh-Tiep Nguyen, Tien-Dung Mai, Andreu Girbau Xalabarder, Ryota Hinami, Benjamin Renoust, Thanh Duc Ngo, Minh-Triet Tran, Yuki Watanabe, Atsushi Hiroike, Duc Anh Duong, Duy-Dinh Le, Yusuke Miyao, Shin'ichi Satoh:
NII-HITACHI-UIT at TRECVID 2017. TRECVID 2017
2016
[c36]
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Duy-Dinh Le, Tien-Dung Mai, Shin'ichi Satoh, Thanh Duc Ngo, Duc Anh Duong:
Efficient Large Scale Image Classification via Prediction Score Decomposition. ECCV (6) 2016: 770-785
[c35]
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  - conf/ic3ina/LamLDNLD16
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Vu Lam, Sang Phan Le, Tien Do, Thanh Duc Ngo, Duy-Dinh Le, Duc Anh Duong:
Computational optimization for violent scenes detection. IC3INA 2016: 141-146
[c34]
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Tien-Dung Mai, Thanh Duc Ngo, Duy-Dinh Le, Duc Anh Duong, Kiem Hoang, Shin'ichi Satoh:
Using node relationships for hierarchical classification. ICIP 2016: 514-518
[c33]
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Benjamin Renoust, Thanh Duc Ngo, Duy-Dinh Le, Shin'ichi Satoh:
News Archive Exploration Combining Face Detection and Tracking with Network Visual Analytics. ACM Multimedia 2016: 728-730
[c32]
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Vinh-Tiep Nguyen, Minh-Triet Tran, Thanh Duc Ngo, Duy-Dinh Le, Duc Anh Duong:
Searching a specific person in a specific location using deep features. SoICT 2016: 79-86
[c31]
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Duy-Dinh Le, Sang Phan, Vinh-Tiep Nguyen, Benjamin Renoust, Tuan A. Nguyen, Van-Nam Hoang, Thanh Duc Ngo, Minh-Triet Tran, Yuki Watanabe, Martin Klinkigt, Atsushi Hiroike, Duc Anh Duong, Yusuke Miyao, Shin'ichi Satoh:
NII-HITACHI-UIT at TRECVID 2016. TRECVID 2016
2015
[c30]
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Tien-Dung Mai, Thanh Duc Ngo, Duy-Dinh Le, Duc Anh Duong, Kiem Hoang, Shin'ichi Satoh:
Learning Balanced Trees for Large Scale Image Classification. ICIAP (2) 2015: 3-13
[c29]
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Anh-Thu Nguyen-Thi, Phuc Quang Nguyen, Thanh Duc Ngo, Tu-Anh Nguyen-Hoang:
Transfer AdaBoost SVM for Link Prediction in Newly Signed Social Networks using Explicit and PNR Features. KES 2015: 332-341
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Phuc Quang Nguyen, Anh-Thu Nguyen-Thi, Thanh Duc Ngo, Tu-Anh Nguyen-Hoang:
Using Textual Semantic Similarity to Improve Clustering Quality of Web Video Search Results. KSE 2015: 156-161
[c27]
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Trang Nguyen, Sang Phan, Thanh Duc Ngo:
Generalized Max Pooling for Action Recognition. KSE 2015: 401-406
[c26]
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Ngoc-Bao Nguyen, Vu Hoang Nguyen, Thanh Duc Ngo, Duy-Dinh Le, Duc Anh Duong:
AttRel: An Approach to Person Re-Identification by Exploiting Attribute Relationships. MMM (2) 2015: 50-60
[c25]
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Thanh Duc Ngo, Vinh-Tiep Nguyen, Vu Hoang Nguyen, Duy-Dinh Le, Duc Anh Duong, Shin'ichi Satoh:
NII-UIT Browser: A Multimodal Video Search System. MMM (2) 2015: 278-281
[c24]
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Chien-Quang Le, Thanh Duc Ngo, Duy-Dinh Le, Shin'ichi Satoh, Duc Anh Duong:
Human Action recognition from depth videos using multi-projection based representation. MMSP 2015: 1-6
[c23]
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Tien-Dung Mai, Thanh Duc Ngo, Duy-Dinh Le, Duc Anh Duong, Kiem Hoang, Shin'ichi Satoh:
Large scale multi-class classification using latent classifiers. MMSP 2015: 1-6
[c22]
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Chien-Quang Le, Thanh Duc Ngo, Duy-Dinh Le, Shin'ichi Satoh, Duc Anh Duong:
Cross-View Action Recognition by Projection-Based Augmentation. PSIVT 2015: 215-227
[c21]
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Benjamin Renoust, Thanh Duc Ngo, Duy-Dinh Le, Shin'ichi Satoh:
A Social Network Analysis of Face Tracking in News Video. SITIS 2015: 474-481
2014
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Bien-Van Nguyen, Duy Pham, Thanh Duc Ngo, Duy-Dinh Le, Duc Anh Duong:
Integrating Spatial Information into Inverted Index for Large-Scale Image Retrieval. ISM 2014: 102-105
[c19]
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Ngoc-Bao Nguyen, Vu Hoang Nguyen, Thanh Duc Ngo, Duy-Dinh Le, Duc Anh Duong:
Using Attribute Relationships for Person Re-Identification. KSE 2014: 195-207
[c18]
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Thanh Duc Ngo, Vu Hoang Nguyen, Vu Lam, Sang Phan, Duy-Dinh Le, Duc Anh Duong, Shin'ichi Satoh:
NII-UIT: A Tool for Known Item Search by Sequential Pattern Filtering. MMM (2) 2014: 419-422
[c17]
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Thanh Duc Ngo, Sang Phan, Duy-Dinh Le, Shin'ichi Satoh:
Recommend-Me: recommending query regions for image search. SAC 2014: 913-918
[c16]
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Duy-Dinh Le, Sang Phan, Vinh-Tiep Nguyen, Cai-Zhi Zhu, Duc M. Nguyen, Thanh Duc Ngo, Siriwat Kasamwattanarote, Sébastien Poullot, Minh-Triet Tran, Duc Anh Duong, Shin'ichi Satoh:
National Institute of Informatics, Japan at TRECVID 2014. TRECVID 2014
2013
[c15]
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Duy-Dinh Le, Vu Lam, Thanh Duc Ngo, Vinh Quang Tran, Vu Hoang Nguyen, Duc Anh Duong, Shin'ichi Satoh:
NII-UIT-VBS: A Video Browsing Tool for Known Item Search. MMM (2) 2013: 547-549
[c14]
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Vu Lam, Duy-Dinh Le, Sang Phan Le, Shin'ichi Satoh, Due Arm Duong, Thanh Duc Ngo:
Evaluation of low-level features for detecting violent scenes in videos. SoCPaR 2013: 213-218
[c13]
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Vu Hoang Nguyen, Thanh Duc Ngo, Khang M. T. T. Nguyen, Duc Anh Duong, Kien Nguyen, Duy-Dinh Le:
Re-ranking for person re-identification. SoCPaR 2013: 304-308
[c12]
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Vu Lam, Sang Phan, Thanh Duc Ngo, Duy-Dinh Le, Duc Anh Duong, Shin'ichi Satoh:
Violent scene detection using mid-level feature. SoICT 2013: 198-205
2012
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Sang Phan, Vu Lam, Son Tran, Thanh Duc Ngo, Duy-Dinh Le, Shin'ichi Satoh:
A Codeword Visualization Tool for Dense Trajectory Feature. ICME Workshops 2012: 672
[c10]
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Chi Nhan Duong, Thang Cap Pham Dinh, Thanh Duc Ngo, Duy-Dinh Le, Duc Anh Duong, Bac Hoai Le, Shin'ichi Satoh:
Robust eye localization in video by combining eye detector and eye tracker. ICPR 2012: 242-245
[c9]
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Sang Phan, Thanh Duc Ngo, Vu Lam, Son Tran, Duy-Dinh Le, Duc Anh Duong, Shin'ichi Satoh:
Multimedia Event Detection Using Segment-Based Approach for Motion Feature. PCM 2012: 33-44
[c8]
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Duy-Dinh Le, Cai-Zhi Zhu, Sébastien Poullot, Vu Lam, Vu Hoang Nguyen, Chi Nhan Duong, Thanh Duc Ngo, Duc Anh Duong, Shin'ichi Satoh:
National Institute of Informatics, Japan at TRECVID 2012. TRECVID 2012
2011
[c7]
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Thanh Duc Ngo, Duy-Dinh Le, Shin'ichi Satoh:
Improving Image Categorization by Using Multiple Instance Learning with Spatial Relation. ICIAP (1) 2011: 108-117
[c6]
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Thanh Duc Ngo, Duy-Dinh Le, Shin'ichi Satoh:
Boosting global scene classification accuracy by discriminative region localization. ICIP 2011: 1053-1056
[c5]
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Hung Thanh Vu, Thanh Duc Ngo, Thao Ngoc Nguyen, Duy-Dinh Le, Shin'ichi Satoh, Bac Hoai Le, Duc Anh Duong:
Fast face sequence matching in large-scale video databases. ICIP 2011: 2549-2552
[c4]
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Duy-Dinh Le, Thanh Duc Ngo, Shin'ichi Satoh:
NII-KAORI-PERSON-SEARCH: A General Framework for Indexing and Retrieving People's Appearance in Large Video Archives. ICSC 2011: 211-212
2010
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Thao Ngoc Nguyen, Thanh Duc Ngo, Duy-Dinh Le, Shin'ichi Satoh, Bac Hoai Le, Duc Anh Duong:
An efficient method for face retrieval from large video datasets. CIVR 2010: 382-389
2008
[c2]
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Duy-Dinh Le, Shin'ichi Satoh, Thanh Duc Ngo, Duc Anh Duong:
A text segmentation based approach to video shot boundary detection. MMSP 2008: 702-706
[c1]
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Thanh Duc Ngo, Duy-Dinh Le, Shin'ichi Satoh, Duc Anh Duong:
Robust Face Track Finding in Video Using Tracked Points. SITIS 2008: 59-64

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2023
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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, Tam V. Nguyen:
Few-shot Camouflaged Animal Detection and Segmentation. CoRR abs/2304.07444 (2023)
[i1]
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Anh-Khoa Nguyen Vu, Thanh-Toan Do, Nhat-Duy Nguyen, Vinh-Tiep Nguyen, Thanh Duc Ngo, Tam V. Nguyen:
Instance-level Few-shot Learning with Class Hierarchy Mining. CoRR abs/2304.07459 (2023)

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