Publication

    • Computer Vision

C1. Huyen T. T. Tran, T Okatani, "Bright as the Sun: In-depth Analysis of Imagination-driven Image Captioning", Proceedings of the Asian Conference on Computer Vision (ACCV), Macau, Dec. 2022 (Oral presentation).

    • Artificial Intelligence (AI) for smart communication

J1. Huyen T. T. Tran, D. V. Nguyen, N. P. Ngoc and T. C. Thang, "Overall Quality Prediction for HTTP Adaptive Streaming using LSTM Network," in IEEE Transactions on Circuits and Systems for Video Technology, doi: 10.1109/TCSVT.2020.3035824.

C1. Anh H. Nguyen, Huyen T. T. Tran, T.C. Thang, and Y. M. Ro, “Fast Recognition of Human Actions Using Autocorrelation Sequence,'' IEEE 7th Global Conference on Consumer Electronics (GCCE), Nara, Japan, Oct. 2018, pp. 114-115.

C2. Huyen T. T. Tran, Duc V. Nguyen, Duong D. Nguyen, Nam P. Ngoc, T.C. Thang, “An LSTM-based Approach for Overall Quality Prediction in HTTP Adaptive Streaming,'' IEEE Conference on Computer Communications Conference (INFOCOM), Workshop on Network Intelligence: Machine Learning for Networking, Paris, Apr. 2019, pp. 702-707.

C3. Anh H. Nguyen, Huyen T. T. Tran, Duc V. Nguyen, and T.C. Thang, “Impacts of Artefacts and Adversarial Attacks in Deep Learning-based Action Recognition,'' IEEE International Conference on Consumer Electronics - Asia (ICCE-Asia), Bangkok, Jun. 2019.

C4. Huyen T. T. Tran, Duc V. Nguyen, and Truong C. Thang, “An Open Software for Bitstream-based Quality Prediction in Adaptive Video Streaming,” ACM Multimedia Systems Conference (MMsys’20), Istanbul, Turkey, Jun. 2020.

    • Virtual Reality (VR) and Delay-sensitive Networking

J1. Truong Cong Thang, Pham Ngoc Nam, Duc V. Nguyen, Huyen T. T. Tran, “An Evaluation of Screen Content Casting over Mobile and Wireless Networks,'' Wireless Personal Communications, pp. 1-19, Aug. 2017.

J2. Huyen T. T. Tran, Cuong T. PHAM, Nam Pham Ngoc, Anh T. Pham, T.C. Thang, “A Study on Quality Metrics for 360 Video Communications,'' IEICE Transactions on Information and Systems, Special Section on Enriched Multimedia, Vol.E101-D, No.1, pp. 28-36, Jan. 2018.

J3. Duc V. Nguyen, Huyen T. T. Tran, T. C. Thang, “Adaptive Tiling Selection for Viewport Adaptive Streaming of 360-degree Video,'' IEICE Transactions on Information and Systems, Special Section on Enriched Multimedia, Vol.E102-D, No.1, pp. 48-51, Jan. 2019.

J4. Duc V. Nguyen, Huyen T. T. Tran, T. C. Thang, “A Client-based Adaptation Framework for 360-degree Video Streaming,'' Journal of Visual Communication and Image Representation, Special Issue on Visual Information Processing for Virtual Reality, Vol. 59, pp. 231-243, Jan. 2019.

J5. D. V. Nguyen, Huyen T. T. Tran, Anh T. Pham, Truong Cong Thang, “An Optimal Tile-based Approach for Viewport-adaptive 360-degree Video Streaming,'' IEEE Journal on Emerging and Selected Topics in Circuits and Systems, Special Issue on Immersive Video Coding and Transmission, vol. 9, no. 1, pp. 29-42, Mar. 2019.

J6. Huyen T. T. Tran, Duc V. Nguyen, Nam P. Ngoc, T. C. Thang, “A Tile-based Solution using Cubemap for Viewport-adaptive 360-degree Video Delivery,'' IEICE Transactions on Communications, Special Section on Communication Technologies and Service Qualities in Various Access Networks, Vol.E102-B, No.7, pp. 1292-1300, Jul. 2019.

J7. Huyen T. T. Tran, Nam P. Ngoc, Cuong T. Pham, Yong Ju Jung, T.C. Thang, “A Subjective Study on User Perception Aspects in Virtual Reality,'' Applied Sciences, Special Issue on Augmented Reality: Current Trends, Challenges and Prospects, Vol. 9, No. 16, Aug. 2019.

J8. Huyen T. T. Tran, Trang H. Hoang, Phu N. Minh, Nam P. Ngoc, T.C. Thang, “A Weighted Viewport Quality Metric for Omnidirectional Images,'' IEICE Transactions on Information and Systems, Special Section on Enriched Multimedia, Vol.E103-D, No.01, pp. 67-70, Jan. 2020.

J9. Huyen T. T. Tran, D. V. Nguyen, Nam P. Ngoc, Trang H. Hoang, Truong T. Huong, and T.C. Thang, “Impacts of Retina-related Zones on Quality Perception of Omnidirectional Image,'' IEEE Access, vol. 7, pp. 166997-167009, 2019. [Database]

J10. D. V. Nguyen, Huyen T. T. Tran, Truong C. Thang, “An Evaluation of Tile Selection Methods for Viewport Adaptive Streaming of 360-degree Video,” ACM Transactions on Multimedia Computing, Communications, and Applications, Vol. 16, No. 1, pp. 1-24, Mar. 2020.

C1. Duc V. Nguyen, Huyen T. T. Tran, Nam Pham Ngoc, T.C. Thang, “A QoS-Adaptive Framework for Screen Sharing Over Internet,'' 8th International Conference on Ubiquitous and Future Networks (ICUFN), Vienna, Austria, Jul. 2016, pp. 972-974.

C2. Huyen T. T. Tran, N. P. Ngoc, C. M. Bui, M. H. Pham, and T. C. Thang, “An evaluation of quality metrics for 360 videos,'' 9th International Conference on Ubiquitous and Future Networks (ICUFN), Milan, Italy, Jul. 2017, pp. 7-11.

C3. Huyen T. T. Tran, N. P. Ngoc, C. T. Pham, J. Y. Jung, and T. C. Thang, “A Subjective Study on QoE of 360 Video for VR Communication,'' IEEE International Workshop on Multimedia Signal Processing (MMSP), London-Luton, UK, Oct. 2017, pp. 1-6.

C4. Duc V. Nguyen, Huyen T. T. Tran, and T. C. Thang, “A New Adaptation Approach for Viewport-adaptive 360-degree Video Streaming,'' 19th IEEE International Symposium on Multimedia (ISM), Taiwan, Dec. 2017, pp. 38-44.

C5. Duc V. Nguyen, Huyen T. T. Tran, and T. C. Thang, “Impact of Delays on 360-degree Video Communications,'' TRON Symposium, Japan, Dec. 2017, pp. 38-44.

C6. Huyen T. T. Tran, Trang H. Hoang, Phu N. Minh, Nam P. Ngoc, and Truong C. Thang, “A Perception-based Quality Metric for Omnidirectional Images,'' IEEE International Conference on Consumer Electronics - Asia (ICCE-Asia), Bangkok, Jun. 2019.

C7. T. Q. Tung, Huyen T. T. Tran, and Truong C. Thang, “Non-reference Quality Assessment Model using Deep learning for Omnidirectional Images,” 10th IEEE International Conference on Awareness Science and Technology (iCAST 2019), Morioka, Iwate, Oct. 2019.

C8. Huyen T. T. Tran, N. P. Ngoc and T. C. Thang, “Towards an Overall QoE Model for 360-Degree Video,” IEEE Eighth International Conference on Communications and Electronics (ICCE), Phu Quoc Island, Jan. 2021, pp. 327-331.

    • QoE modeling, evaluation, & improvement

J1. Huyen T. T. Tran, Thai Hung Le, Nam Pham Ngoc, Anh T. Pham, T.C. Thang, “Quality improvement for video on-demand streaming over HTTP,'' IEICE Transactions on Information and Systems, Special Section on Enriched Multimedia, Vol.E100-D, No.1, pp. 61-64, Jan. 2017.

J2. Huyen T. T. Tran, Nam Pham Ngoc, Yong J. Jung, Anh T. Pham, T.C. Thang, “A Histogram-based Quality Model for HTTP Adaptive Streaming,'' IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, Special Section on Image Media Quality, Vol.E100-A, No.2, pp. 555-564, Feb. 2017.

J3. Duc V. Nguyen, Huyen T. T. Tran, Nam P. Ngoc, T. C. Thang, “Cross-Layer Management for Multiple Adaptive Streaming Clients in Wireless Home Networks,'' IEICE Transactions on Information and Systems, Vol.E101-D, No.6, pp. 1707-1710, Feb. 2018.

J4. Huyen T. T. Tran, Nam P. Ngoc, Tobias Hossfeld, Michael Seufert, T.C. Thang, “Cumulative Quality Modeling for HTTP Adaptive Streaming,” ACM Transactions on Multimedia Computing Communications and Applications, 2020 (Accepted).

C1. V. Nguyen, D. M. Nguyen, Huyen T. T. Tran, Nam Pham Ngoc, A. T. Pham and T. C. Thang, “Quality-delay tradeoff optimization in multi-bitrate adaptive streaming,'' IEEE International Conference on Consumer Electronics (ICCE), Las Vegas, Jan. 2015, pp. 66-67.

C2. Huyen T. T. Tran, Nam Pham Ngoc, T.C. Thang, Y. M. Ro, “Real-time Quality Evaluation of Adaptation Strategies in VoD Streaming,'' Digital Media Industry \& Academic Forum (DMIAF), Santorini, Greece, Jul. 2016, pp. 217-221.

C3. Huyen T. T. Tran, Thang Vu, Nam Pham Ngoc, T.C. Thang, “A Novel Quality Model for HTTP Adaptive Streaming,'' IEEE International Conference on Communications and Electronics (ICCE), Ha Long, Viet Nam, Jul. 2016, pp. 423-428.

C4. Huyen T. T. Tran, Nam Pham Ngoc, Anh T. Pham, T.C. Thang, “A Multi-factor QoE Model for Adaptive Streaming over Mobile Networks,'' IEEE Global Communications Conference (GLOBECOM'16), Workshop on Quality of Experience for Multimedia Communications, Washington, DC USA, Dec. 2016, pp. 1-6.

C5. Huyen T. T. Tran, Nam P. Ngoc, Tobias Hossfeld, and T. C. Thang, “A Cumulative Quality Model for HTTP Adaptive Streaming,'' 10th International Conference on Quality of Multimedia Experience (QoMEX 2018), Sardinia, Italy, May. 2018, pp. 1-6.

C6. Chien T. Dac, Huyen T. T. Tran, H. T. Thu, Tran Son, T. H. Nguyen, N. P. Ngoc, T. C. Thang, “QoE-aware Video Adaptive Streaming over HTTP,” IEEE Eighth International Conference on Communications and Electronics (ICCE), Phu Quoc Island, Jan. 2021, pp. 117-122.

    • e-Health Technology

C1. T. C. Thang, Huyen T. T. Tran, V. D. Trong, D. V. Nguyen, H. T. Le and T. D. Pham, "Design and implementation of an e-Health system for depression detection,'' IEEE International Conference on Consumer Electronics (ICCE), Las Vegas, NV, Jan. 2015, pp. 74-75.