Giải thưởng KHCN thanh niên quả cầu vàng

I. THÔNG TIN CƠ BẢN

- Họ tên: TS. HUỲNH THẾ THIỆN

- Ngày sinh : 22/08/1988

- Giới tính: Nam Nữ

- Dân tộc: Kinh

- Đơn vị đang công tác: Viện công nghệ quốc gia Kumoh, Hàn Quốc

- Lĩnh vực: Công nghệ thông tin

II. THÀNH TÍCH NỔI BẬT

Bài báo khoa học đã đăng/nhận đăng trên tạp chí trong và ngoài nước

STT	Nội dung	Phân loại	Số tác giả	Tác giả chính	Minh chứng (Link file, website ...)
1	Thien Huynh-The, Cam-Hao Hua, Nguyen Anh Tu, Dong-Seong Kim, Physical Activity Recognition with Statistical-Deep Fusion Model using Multiple Sensory Data for Smart Health, IEEE Internet of Things Journal (pre-print), doi: 10.1109/JIOT.2020.3013272.
2	Quoc-Viet Pham, Dinh C. Nguyen, Thien Huynh-The, Won-Joo Hwang and Pubudu N. Pathirana, Artificial Intelligence (AI) and Big Data for Coronavirus (COVID-19) Pandemic: A Survey on the State-of-the-Arts, IEEE Access, vol. 8, pp. 130820-130839, 2020.
3	Cam-Hao Hua, Thien Huynh-The, Sung-Ho Bae, Sungyoung Lee, Cross-Attentional Bracket-shaped Convolutional Network for Semantic Image Segmentation, Information Sciences, vol. 539, pp. 277-294, Oct. 2020.
4	Quoc-Viet Pham, Thien Huynh-The, Mamoun Alazab, Jun Zhao, Won-Joo Hwang, Sum-Rate Maximization for UAV-assisted Visible Light Communications using NOMA: Swarm Intelligence meets Machine Learning, IEEE Internet of Things Journal (pre-print), doi: 10.1109/JIOT.2020.2988930.
5	Thien Huynh-The, Cam-Hao Hua, Nguyen Anh Tu, Dong-Seong Kim, Learning 3D Spatiotemporal Gait Feature by Convolutional Network for Person Identification, Neurocomputing, vol. 397, pp. 192-202, July 2020.
6	Thien Huynh-The, Cam-Hao Hua, Quoc-Viet Pham, Dong-Seong Kim, MCNet: An Efficient CNN Architecture for Robust Automatic Modulation Classification, IEEE Communication Letters, vol. 24, no. 4, pp. 811-815, April 2020.
7	Thien Huynh-The, Cam-Hao Hua, Dong-Seong Kim, Encoding Pose Features To Images With Data Augmentation For 3D Action Recognition, IEEE Transactions on Industrial Informatics, vol. 16, no. 5, pp. 3100-3111, May 2020.
8	Thien Huynh-The, Cam-Hao Hua, Trung-Thanh Ngo, Dong-Seong Kim, Image Representation of Pose-Transition Feature for 3D Skeleton-Based Action Recognition, Information Sciences, vol. 513, pp. 112-126, March 2020.
9	Cam-Hao Hua, Thien Huynh-The, Kiyoung Kim, Seung-Young Yu, Thuong Le-Tien, Gwang Hoon Park, Jaehun Bang, Wajahat Ali Khan, Sung-Ho Bae, Sungyoung Lee, Bimodal Learning via Trilogy of Skip-connection Deep Networks for Diabetic Retinopathy Risk Progression Identification,International Journal of Medical Informatics, vol. 132, pp. 103926, Dec. 2019.
10	Anh Tu Nguyen, Thien Huynh-The, Kifayat Ullah Khan, Young-Koo Lee, ML-HDP: A Hierarchical Bayesian Nonparametric Model for Recognizing Human Actions in Video, IEEE Transactions on Circuits and Systems for Video Technology, vol. 29, no. 3, pp. 800-814, March 2019.
11	Trung-Thanh Ngo, Thien Huynh-The, Dong-Seong Kim, A Novel VANETs-based Traffic Light Scheduling Scheme for Greener Planet and Safer Road Intersections, IEEE Access, vol. 7, pp. 22175 - 22185, 2019.
12	Thien Huynh-The, Cam-Hao Hua, Nguyen Anh Tu, Dong-Seong Kim, Locally Statistical Dual-Mode Background Subtraction Approach, IEEE Access, vol. 7, pp. 9769-9782, 2019.
13	Taeho Hur, Jaehun Bang, Thien Huynh-The, Jongwon Lee, Jee-In Kim, Sungyoung Lee, Iss2Image: A Novel Signal-Encoding Technique for CNN-Based Human Activity Recognition,Sensors, vol.18, no. 11: 3910, 2018.
14	Jaehun Bang, Taeho Hur, Doyeong Kim, Thien Huynh-The, Jongwon Lee, Yongkoo Han, Oresti Banos, Jee-In Kim, Sungyoung Lee, Adaptive Data Boosting Technique for Robust Personalized Speech Emotion in Emotionally-Imbalanced Small-Sample Environments, Sensors, vol.18, no.11: 3744, 2018.
15	Thien Huynh-The, Cam-Hao Hua, Anh Tu Nguyen, Taeho Hur, Jaehun Bang, Dohyeong Kim, Muhammad B. Amin, Byeong Ho Kang, Hyonwoo Seung, Soo-Yong Shin, Eun-Soo Kim, Sungyoung Lee , Hierarchical Topic Modeling With Pose-Transition Feature For Action Recognition Using 3D Skeleton Data, Information Sciences, vol. 444, pp.20-35, May 2018.
16	Thien Huynh-The, Cam-Hao Hua, Anh Tu Nguyen, Taeho Hur, Jaehun Bang, Dohyeong Kim, Muhammad B. Amin, Byeong Ho Kang, Hyonwoo Seung, Sungyoung Lee , Selective Bit Embedding Scheme For Robust Blind Color Image Watermarking, Information Sciences, vol. 426, pp.1-18, Feb 2018.
17	Dinh-Mao Bui, Thien Huynh-The, Sungyoung Lee, Early fault detection in IaaS cloud computing based on fuzzy logic and prediction technique, The Journal of Supercomputing, vol.74, no. 11, pp. 5730-5745, April 2017.
18	Thien Huynh-The, Oresti Banos, Sungyoung Lee, Byeong Ho Kang, Eun-So Kim, and Thuong Le-Tien, NIC: A Robust Background Extraction Algorithm for Foreground Detection in Dynamic Scenes, IEEE Transactions on Circuits and Systems for Video Technology, vol. 27, no. 7, pp. 1478-1490, July 2017.
19	Oresti Banos, Claudia Villalonga, Jaehun Bang, Taeho Hur, Donguk Kang, Sangbeom Park, Thien Huynh-The, Vui Le-Ba, Muhammad B. Amin, Muhammad A.Razzaq, Wahajat A. Khan, Choong S. Hong, Sungyoung Lee, Human Behavior Analysis by means of Multimodal Context Mining, Sensors, vol. 16, no. 8: 1264, 2016.
20	Thien Huynh-The, Ba-Vui Le, Sungyoung Lee, Yongik Yoon, Interactive Activity Recognition Using Pose-based Spatio-Temporal Relation Features and Four-Level Pachinko Allocation Model, Information Sciences, vol. 369, pp. 317-333, Nov 2016.
21	Thien Huynh-The, Oresti Banos, Sungyoung Lee, Yongik Yoon, Thuong Le-Tien, Improving Digital Image Watermarking by Means of Optimal Channel Selection, Expert Systems With Applications, vol. 62, pp. 177-189, Dec 2016.
22	Thien Huynh-The, Oresti Banos, Ba-Vui Le, Dinh-Mao Bui, Yongik Yoon, Sungyoung Lee, Traffic Behavior Recognition Using Pachinko Allocation Model, Sensors, vol.15, no.7, pp.16040-16059, 2015.
23	Thien Huynh-The, Ba-Vui Lee, Sungyoung Lee, Thuong Le-Tien, Using Weighted Dynamic Range for Histogram Equalization to Improve The Image Contrast, EURASIP Image and Video Processing, vol. 2014, no. 1, 2014.

Báo cáo khoa học đã đăng/nhận đăng toàn văn hoặc được giải thưởng

STT	Nội dung	Phân loại	Số tác giả	Tác giả chính	Minh chứng (Link file, website ...)
1	Thien Huynh-The, Van-Sang Doan, Cam-Hao Hua, Quoc-Viet Pham, Dong-Seong Kim, Chain-Net: Learning Deep Model for Modulation Classification Under Synthetic Channel Impairment, IEEE Global Communications Conference, Taipei, Taiwan, Dec. 7-11, 2020
2	Van-Sang Doan, Thien Huynh-The, Cam-Hao Hua, Quoc-Viet Pham, Dong-Seong Kim, Learning Constellation Map with Deep CNN for Accurate Modulation Recognition, IEEE Global Communications Conference, Taipei, Taiwan, Dec. 7-11, 2020
3	Cam-Hao Hua, Thien Huynh-The, Sungyoung Lee, DRAN: Densely Reversed Attention Based Convolutional Network for Diabetic Retinopathy Detection, The 42st International Engineering in Medicine and Biology Conference (EMBC), Montréal, Québec, Canada, July 20-24, 2020.
4	Thien Huynh-The, Cam-Hao Hua, Nguyen Anh Tu, Dong-Seong Kim, Learning Geometric Features With Dual-Stream CNN For 3D Action Recognition, 45th International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2020), Barcelone, Spain, May 4-8, 2020, pp. 2353-2357.
5	Thien Huynh-The, Cam-Hao Hua, Jae-Woo Kim, Seung-Hwan Kim , Dong-Seong Kim, Exploiting a low-cost CNN with skip connection for robust automatic modulation classification, IEEE Wireless Communications and Networking Conference (WCNC 2020), Seoul, South Korea, April 6-9, 2020, pp. 1-6.
6	Thien Huynh-The, Cam-Hao Hua, Nguyen Anh Tu, Jae-Woo Kim, Seung-Hwan Kim, Dong-Seong Kim, 3D Action Recognition Exploiting Hierarchical Deep Feature Fusion Model, International Conference on Ubiquitous Information Management and Communication (IMCOM), Taichung, Taiwan, Jan. 3-5, 2020, pp. 1-3.
7	Cam-Hao Hua, Thien Huynh-The, Hyunseok Seo, Sungyoung Lee , Convolutional Network with Densely Backward Attention for Facial Expression Recognition, International Conference on Ubiquitous Information Management and Communication (IMCOM), Taichung, Taiwan, Jan. 3-5, 2020, pp. 1-6.
8	Anh Tu Nguyen, Thien Huynh-The, Kok-Seng Wong, Dinh-Mao Bui, Young-Koo Lee, Distributed Feature Extraction on Apache Spark for Human Action Recognition, International Conference on Ubiquitous Information Management and Communication (IMCOM), Taichung, Taiwan, Jan. 3-5, 2020, pp. 1-6.
9	Anh Tu Nguyen, Thien Huynh-The, Young-Koo Lee, Scalable video classification using bag of visual words on Spark, 2019 International Conference on Digital Image Computing: Techniques and Applications (DICTA), Perth, Australia, Dec. 2-4, 2019, pp. 1-8.
10	Thien Huynh-The, Cam-Hao Hua, Nguyen Anh Tu, Dong-Seong Kim, Robust Image Watermarking Framework Powered by Convolutional Encoder-Decoder Network, 2019 International Conference on Digital Image Computing: Techniques and Applications (DICTA), Perth, Australia, Dec. 2-4, 2019, pp. 1-7.
11	Ali Aouto, Thien Huynh-The, Jae-Min Lee, Dong-Seong Ki, Pose-Based Identification Using Deep Learning for Military Surveillance Systems, 2019 International Conference on Information and Communication Technology Convergence (ICTC), Jeju Island, Korea (South), 2019, pp. 626-629.
12	Thien Huynh-The, Dong-Seong Kim, Data Augmentation For CNN-Based 3D Action Recognition on Small-Scale Datasets, IEEE International Conference on Industrial Informatics (INDIN), Helsinki, Finland, July 22-25, 2019, pp. 239-244.
13	Cam-Hao Hua, Thien Huynh-The, Sungyoung Lee, Retinal Vessel Segmentation using Round-wise Features Aggregation on Bracket-shaped Convolutional Neural Networks, The 41st International Engineering in Medicine and Biology Conference (EMBC), Berlin, Germany, July 23-27, 2019, pp. 36-39.
14	Thien Huynh-The, Cam-Hao Hua, Dong-Seong Kim, Visualizing Inertial Data For Wearable Sensor Based Daily Life Activity Recognition Using Convolutional Neural Network, The 41st International Engineering in Medicine and Biology Conference (EMBC), Berlin, Germany, July 23-27, 2019, pp. 2478-2481.
15	Thien Huynh-The, Cam-Hao Hua, Dong-Seong Kim, Learning Action Images Using Deep Convolutional Neural Networks For 3D Action Recognition, IEEE Sensors Applications Symposium (SAS), Sophia Antipolis, France, 2019, pp. 1-6.
16	Cam-Hao Hua, Thien Huynh-The, Sungyoung Lee, Convolutional Networks with Bracket-style Decoder for Semantic Scene Segmentation, IEEE International Conference on Systems, Man, and Cybernetics, Miyazaki, Japan, 2018, pp. 2980-2985.
17	Thien Huynh-The, Sungyoung Lee, Cam-Hao Hua, ADM-HIPaR: An Efficient Background Subtraction Approach, IEEE International Conference on Advanced Video and Signal based Surveillance, Lecce, Italy, Aug 29- Sep 1, 2017, pp. 1-6.
18	Thien Huynh-The, Sungyoung Lee, Color Image Watermarking Using Selective MSB-LSB Embedding And 2D Otsu Thresholding, IEEE International Conference on Systems, Man, and Cybernetics, Banff, Canada, 2017, pp. 1333-1338.
19	Thien Huynh-The, Cam-Hao Hua, Sungyoung Lee, Improving NIC Algorithm Using Different Binary Structure Elements For Multi-modal Foreground Detection, 11th International Conference on Ubiquitous Information Management and Communication, Beppu, Japan, 2017.
20	Thien Huynh-The, Ba-Vui Le and Sungyoung Lee, Describing Body-Pose Feature - Poselet - Activity Relationship Using Pachinko Allocation Model, IEEE International Conference on Systems, Man, and Cybernetics, Budapest, Hungary, 2016, pp. 40-45.
21	Dinh-Mao Bui, Thien Huynh-The, Sungyoung Lee, Fuzzy Fault Detection in IaaS Cloud Computing, 10th International Conference on Ubiquitous Information Management and Communication, Danang, Vietnam, 2016, pp. 1-6.
22	Thuong Le-Tien, Thien Huynh-The, Sungyoung Lee, Yongik Yoon, An Interactive Activity Recognition Approach Using Articulated-Body Estimation and Pose-Based Features, 10th International Conference on Ubiquitous Information Management and Communication, Danang, Vietnam, 2016, pp. 1-8.
23	Thien Huynh-The, Dinh-Mao Bui, Sungyoung Lee, Yongik Yoon, Improved PAM-based traffic behavior recognition using trajectory-wise features, International Conference on Big Data and Smart Computing, Hong Kong, 2016, pp. 257-260.
24	Dinh Mao Bui, Thien Huynh-The, Sungyoung Lee, Yongik Yoon, Sungik Jun, Energy savings in processor based on prediction technique, International Conference on Information Networking, Kota Kinabalu, Malaysia, 2016, pp. 147-150.
25	Dinh Mao Bui, Thien Huynh-The, Sungyoung Lee, Bin Li, Jin Wang, Replication Management Framework for HDFS Based on Prediction Technique, Third International Conference on Advanced Cloud and Big Data, Yangzhou, China, 2015, pp. 58-63.
26	Dinh-Mao Bui, Thien Huynh-The, Yongik Yoon, Sungik Jun, Sungyoung Lee, EAP: Energy-Awareness Predictor in Multicore CPU, 10th KIPS International Conference on Ubiquitous Information Technologies and Applications, Cebu, Philippines, 2015, pp. 361-366.
27	Thien Huynh-The, Dinh-Mao Bui, Yongik Yoon, Sungyoung Lee, Interactive Activity Recognition Using Articulated-Pose Features on Spatio-Temporal Relation, 10th KIPS International Conference on Ubiquitous Information Technologies and Applications, Cebu, Philippines, 2015, pp. 345-351.
28	Oresti Banos, Jaehun Bang, Taeho Hur, Muhammad Hameed Siddiqi, Huynh-The Thien, Le-Ba Vui, Wajahat Ali Khan, Taqdir Ali, Claudia Villalonga, Sungyoung Lee, Mining human behavior for health promotion, 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Milan, 2015, pp. 5062-5065.
29	Dinh Mao Bui, Thien Huynh-The, Sungyoung Lee, Yongik Yoon, Complexity reduction for Gaussian process regression in spatio-temporal prediction, 2015 International Conference on Advanced Technologies for Communications, Ho Chi Minh, 2015, pp. 326-331.
30	Thien Huynh-The, Oresti Banos, Ba-Vui Le, Dinh-Mao Bui, Sungyoung Lee, Yongik Yoon, Thuong Le-Tien, PAM-based flexible generative topic model for 3D interactive activity recognition, 2015 International Conference on Advanced Technologies for Communications, Ho Chi Minh, 2015, pp. 117-122.
31	Thien Huynh-The, Oresti Banos, Ba-Vui Le, Dinh-Mao Bui, Sungyoung Lee, Yongik Yoon, Thuong Le-Tien, Background subtraction with neighbor-based intensity correction algorithm, 2015 International Conference on Advanced Technologies for Communications, Ho Chi Minh, 2015, pp. 26-31.
32	Oresti Banos, Muhammad Bilal Amin, Wajahat Ali Khan, Muhammad Afzel, Mahmood Ahmad, Maqbool Ali, Taqdir Ali, Rahman Ali, Muhammad Bilal, Manhyung Han, Jamil Hussain, Maqbool Hussain, Shujaat Hussain, Tae Ho Hur, Jae Hun Bang, Thien Huynh-The, Muhammad Idris, Dong Wook Kang, Sang Beom Park, Hameed Siddiqui, Le-Ba Vui, Muhammad Fahim, Asad Masood Khattak, Byeong Ho Kang, Sungyoung Lee, An Innovative Platform for Person-Centric Health and Wellness Support, International Work-Conference on Bioinformatics and Biomedical Engineering, Granada, Spain, 2015.
33	Thien Huynh-The, Oresti Banos, Sungyoung Lee, Yongik Yoon, Thuong Le-Tien, A novel watermarking scheme for image authentication in social networks, 9th International Conference on Ubiquitous Information Management and Communication, Bali, Indonesia, 2015, pp. 1-8.
34	Thien Huynh-The, Ba-Vui Le, Muhammad Fahim, Sungyoung Lee, Yongik Yoon, Byeong Ho Kang, PAM-based Behavior Modelling, 6th International Work-Conference Ambient Assisted Living and Daily Activities (IWAAL 2014), Belfast, UK, 2014, pp:34-37.
35	Thien Huynh-The, Sungyoung Lee, Pham-Chi Hieu, Thuong Le-Tien, A DWT-based image watermarking approach using quantization on filtered blocks, 2014 International Conference on Advanced Technologies for Communications, Hanoi, 2014, pp. 280-285.
36	Thien Huynh-The, Hai Nguyen Thanh, Hung Tran Cong, Traffic Sign Recognition using Multi-class morphological detection, 2014 International Conference on Advanced Technologies for Communications, Hanoi, 2014, pp. 274-279.
37	Thien Huynh-The, Thuong Le-Tien, Brightness preserving weighted dynamic range histogram equalization for image contrast enhancement, 2013 International Conference on Advanced Technologies for Communications, Ho Chi Minh, 2013, pp. 386-391.

Bằng độc quyền sáng chế, giải pháp hữu ích

STT	Nội dung	Phân loại	Số tác giả	Tác giả chính	Minh chứng (Link file, website ...)
1	Sungyoung Lee, Thien Huynh-The, Neighbor-based Intensity Correction Device, Thereof Background Acquisition Device and Method Thereof (이웃 기반의 강도 보정 장치, 백그라운드 획득 장치 및 그 방법), Applicant: University-Industry Cooperation Group of Kyung Hee University, Registration No. 1016310230000 (2016.06.09), Korean Intellectual Property Office.
2	Sungyoung Lee , Thien Huynh-The, YongIk Yoon, Method of Modeling a Video-based Interactive Activity Using The Skeleton Posture Dataset (스켈레톤 자세 데이터세트를 이용한 비디오 기반 상호 활동 모델링 방법), Applicant: University-Industry Cooperation Group of Kyung Hee University and 숙명여자대학교 산학협력단, Registration No. 1017620100000 (2017.07.28), Korean Intellectual Property Office.
3	Sungyoung Lee, Thien Huynh-The, Method and System for Background Estimation of Scene Comprising At Least One Frame (하나 이상의 프레임을 포함하는 장면의 배경 추정 방법 및 시스템), Applicant: University-Industry Cooperation Group of Kyung Hee University, Registration No. 1020319410000 (2019.10.07), Korean Intellectual Property Office.