(Journal | Conference | Theses -- Google Scholar | ResearchGate)

Journal articles

• 1. Huynh Van Luong, Nikos Deligiannis, Roman Wilhelm, Bernd Drapp, “Few-Shot Classification with Meta-Learning for Urban Infrastructure Monitoring Using Distributed Acoustic Sensing”, Sensor 2024 (1), 49.

  2. Huynh Van Luong, Boris Joukovsky, Nikos Deligiannis, "Designing Interpretable Recurrent Neural Networks for Video Reconstruction Via Deep Unfolding" IEEE Transactions on Image Processing, vol. 30, pp. 4099-4113, Apr. 2021.

  3. Huynh Van Luong, Nikos Deligiannis, Jürgen Seiler, Søren Forchhammer, and André Kaup, "Compressive Online Robust Principal Component Analysis Via n-l1 Minimization," IEEE Transactions on Image Processing, vol. 27, no. 9, pp. 4314-4329, Sep. 2018. (Codes: Matlab, C++)

  4. Huynh Van Luong, Nikos Deligiannis, Jürgen Seiler, Søren Forchhammer, and André Kaup, "Sparse Signal Recovery with Multiple Prior Information: Algorithm and Measurement Bounds", Signal Processing, Elsevier, vol. 152, pp. 417-428, Nov. 2018. (Code)

  5. S. Prativadibhayankaram, Huynh Van Luong, Thanh-Ha Le, and André Kaup, "Compressive Online Video Background-Foreground Separation Using Multiple Prior Information and Optical Flow", Journal of Imaging, Special Issue on Detection of Moving Objects, vol. 4, no. 7, 90, Jul. 2018. (C++ Code)

  6. Mathias Becquaert, Edison Cristofani, Huynh Van Luong, Marijke Vandewal, Johan Stiens, and Nikos Deligiannis, "Compressed Sensing mm-Wave SAR for Non-Destructive Testing Applications Using Multiple Weighted Side Information," Sensors, vol. 18, no. 6, pp. 1-17, May 2018.

  7. M. Zhao, Bowen An, Yongpeng Wu, Huynh Van Luong, and A. Kaup, "RFVTM: A Recovery and Filtering Vertex Trichotomy Matching for Remote Sensing Image Registration," IEEE Transactions on Geoscience and Remote Sensing, vol. 55, no. 1, pp. 375-391, Jan. 2017.

  8. Huynh Van Luong, Søren Forchhammer, Jürgen Slowack, Jan De Cock, and Rik Van de Walle, "Adaptive Mode Decision with Residual Motion Compensation for Distributed Video Coding," APSIPA Transactions on Signal and Information Processing, vol. 4, no. e1, pp. 1-11, Jan. 2015. 

  9. Huynh Van Luong, Lars Lau Rakêt, and Søren Forchhammer, "Re-estimation of Motion and Reconstruction for Distributed Video Coding," IEEE Transactions on Image Processing, vol. 23, no. 7, pp. 2804-2819, Jul. 2014.

  10. Huynh Van Luong, Lars Lau Rakêt, Xin Huang, and Søren Forchhammer, “Side Information and Noise Learning for Distributed Video Coding using Optical Flow and Clustering,” IEEE Transactions on Image Processing, vol. 21, no. 12, pp. 4782-4796, Dec. 2012.

  11. Huynh Van Luong, Cheol Hong Kim, and Jong Myon Kim, “A Massively Parallel Algorithm for Fuzzy Vector Quantization,”  The KIPS Transactions: PartA, vol. 16-A, no. 6, pp. 411-418, Dec. 2009. 

Conference articles

• 1. Daniel Mockenhaupt, Negar Aghanouran, Huynh Van Luong, Bernd Drapp, "Monitoring underground power cables in Urban areas using deep neural networks and distributed acoustic sensing", Proc. 11th International Conference on Insulated PowerCables, Lyon, p4.

  2. B. Joukovsky, T. Mukherjee, H. V. Luong, N. Deligiannis, "Generalization Error Bounds for Deep Unfolding RNNs," In Proceedings of the Conference on Uncertainty in Artificial Intelligence (UAI), 2021.

  3. Huynh Van Luong, Boris Joukovsky, Yonina C. Elda, Nikos Deligiannis, "A Deep-Unfolded Reference-Based RPCA Network For Video Foreground-Background Separation" in 2020 28th European Signal Processing Conference (EUSIPCO), Jan. 2021.

  4. Hung Duy Le, Huynh Van Luong, and Nikos Deligiannis, "Designing recurrent neural networks by unfolding an l1-l1 minimization algorithm," in IEEE International Conference on Image Processing 2019 (ICIP 2019), Taipei, Taiwan, Sep. 2019. (Best paper award)

  5. Huynh Van Luong, Nikos Deligiannis, S. Forchhammer, and A. Kaup, "Compressive online decomposition of dynamic signals via n-l1 minimization with clustered priors" in IEEE Statistical Signal Processing Workshop, Freiburg, Germany, Jun. 2018.

  6. Huynh Van Luong, Nikos Deligiannis, S. Forchhammer, and A. Kaup, "Online decomposition of compressive streaming data using n-l1 cluster-weighted minimization," in Data Compression Conference 2018, Snowbird, Utah, Mar. 2018.

  7. Huynh Van Luong, N. Deligiannis, J. Seiler, S. Forchhammer, and A. Kaup, "Compressive Online Robust Principal Component Analysis with Multiple Prior Information," in IEEE Global Conference on Signal and Information Processing (GlobalSIP 2017), Montreal, Canada, Nov. 2017. (CORPCA Code)

  8. S. Prativadibhayankaram, Huynh Van Luong, Thanh-Ha Le, and André Kaup, "Compressive Online Robust Principal Component Analysis with Optical Flow for Video Foreground-Background Separation", in International Symposium on Information and Communication Technology (SoICT 2017), Nha Trang, Vietnam, Dec. 2017. (CORPCA-OF Code)

  9. Huynh Van Luong, N. Deligiannis, S. Forchhammer, and A. Kaup, "Distributed Coding of Multiview Sparse Sources with Joint Recovery," in Picture Coding Symposium 2016 (PCS 2016), Nuremberg, Germany, Dec. 2016.

  10. Huynh Van Luong, J. Seiler, A. Kaup, and S. Forchhammer, "Sparse Signal Reconstruction with Multiple Side Information using Adaptive Weights for Multiview Sources," in IEEE International Conference on Image Processing 2016 (ICIP 2016), Phoenix, Arizona, USA, Sep. 2016. (RAMSIA Code)

  11. Huynh Van Luong, J. Seiler, A. Kaup, and S. Forchhammer, "A Reconstruction Algorithm with Multiple Side Information for Distributed Compression of Sparse Sources," in Data Compression Conference 2016 (DCC 2016), Snowbird, Utah, Apr. 2016. (RAMSI Code)

  12. Søren Forchhammer and Huynh Van Luong, “Distributed Source Coding of Video” in Workshop on Information Theoretic Methods in Science and Engineering 2015 (WITMSE 2015), Copenhagen, Denmark, June. 2015.

  13. Huynh Van Luong, Søren Forchhammer, Jürgen Slowack, Jan De Cock, and Rik Van de Walle, "Adaptive Mode Decision with Residual Motion Compensation for Distributed Video Coding," in Picture Coding Symposium 2013 (PCS 2013), San Jose, California, Dec. 2013.

  14. Huynh Van Luong and Søren Forchhammer, "Noise Residual Learning for Noise Modeling in Distributed Video Coding," in Picture Coding Symposium 2012 (PCS 2012), Krakow, Poland, May 2012.

  15. S. Forchhammer, M. Salmistraro, K. Larsen, X. Huang, and H. V. Luong, “Rate-adaptive BCH coding for Slepian-Wolf coding of highly correlated sources,” in Data Compression Conference 2012 (DCC 2012), Snowbird, Utah, Apr. 2012.

  16. L. L. Raket, J. Sogaard, M. Salmistraro, H. V. Luong, and S. Forchhammer, “Exploiting the Error-Correcting Capabilities of Low Density Parity Check Codes in Distributed Video Coding using Optical Flow,” in SPIE Optics+ Photonics, Optical Engineering+Applications, San Diego, California, Aug. 2012.

  17. Huynh Van Luong, Xin Huang, and Søren Forchhammer, "Multiple LDPC Decoding using Bitplane Correlation for Transform Domain Wyner-Ziv Video Coding," in IEEE International Conference on Acoustics, Speech and Signal Processing 2011 (ICASSP2011), Prague, Czech Republic, May 2011.

  18. Huynh Van Luong, Xin Huang, and Søren Forchhammer, "Parallel Iterative Decoding of Transform Domain Wyner-Ziv Video using Cross Bitplane Correlation," in IEEE International Conference on Image Processing 2011 (ICIP 2011), Brussels, Belgium, Sep. 2011.

  19. Huynh Van Luong, Xin Huang, and Søren Forchhammer, "Adaptive Noise Model for Transform Domain Wyner-Ziv Video using Clustering of DCT Blocks," in IEEE International Workshop on Multimedia Signal Processing 2011 (MMSP 2011), Hangzhou, China, Oct. 2011.

  20. Xin Huang, Lars Lau Rakêt, Huynh Van Luong, Mads Nielsen, Francois Lauze, and Søren Forchhammer, "Multi-hypothesis Transform Domain Wyner-Ziv Video Coding including Optical Flow," in IEEE International Workshop on Multimedia Signal Processing 2011 (MMSP 2011), Hangzhou, China, Oct. 2011. (Best 10% paper award)

  21. Søren Forchhammer, Huynh Van Luong, and Xin Huang, “Multiple LDPC Decoding for Distributed Source Coding and Video Coding” in Workshop on Information Theoretic Methods in Science and Engineering (WITMSE 2011), Helsinki, Finland, Aug. 2011.

  22. Huynh Van Luong and Jong Myon Kim, "A Generalized Spatial Fuzzy C-Means Algorithm for Medical Image Segmentation," in IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2009), Jeju, Korea, Aug. 2009.

  23. Huynh Van Luong and Jong Myon Kim, "A Massively Parallel Approach to Affine Transformation in Medical Image Registration," in IEEE International Conference on High Performance Computing and Communications (HPCC-09), Seoul, Korea, Jun. 2009.

  24. Huynh Van Luong and Jong Myon Kim, "Parallel Approach to Fuzzy Vector Quantization for Image Compression," in ACIS International Conference on Software Engineering,  Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD 2009), Daegu, Korea, May 2009.

  25. Huynh Van Luong, Sangjin Cho, Jong Myon Kim, and Uipil Chong, "Real-Time Sound Synthesis of Plucked String Instruments using a Data Parallel Architecture," in International Conference on Intelligent Computing (ICIC 2009), Lecture Notes in Computer Science, LNCS 5754, pp. 211-221, 2009.

  26. Huynh V. Luong, Choel Hong Kim, and Jong Myon Kim, "Classification of Audio Signal using Generalized Spatial Fuzzy Clustering," in Meeting of Journal of the Acoustical Society of America, pp. 2699-2699, Vol. 125, No. 4, Pt. 2, Portland, Oregon, May 2009.

  27. Huynh V. Luong, Sangjin Cho, Jong Myon Kim, and Uipil Chong, "A Real-Time Music Synthesis Engine for Musical Modeling of Plucked String Instruments," in Meeting of Journal of the Acoustical Society of America, pp. 2684-2684, Vol. 125, No. 4, Pt. 2, Portland, Oregon, May 2009.

  28. Huynh V. Luong, Jong Myon Kim, and Choel Hong Kim, "Korean articulatory speech synthesis using physical vocal tract model," in Meeting of Journal of the Acoustical Society of America, pp. 2498-2498, Vol. 125, No. 4, Pt. 2, Portland, Oregon, May 2009.

  29. Huynh Van Luong and Jong Myon Kim, "A New Parallel Approach to Fuzzy Clustering for Medical Image Segmentation," in International Symposium on Visual Computing (ISVC08), Lecture Notes in Computer Science, LNCS 5358, pp. 1092-1101, 2008.

  30. Huynh Van Luong, Jong Myon Kim, and Cheol-Hong Kim, "Performance Optimization of JPEG Software for ARM Processors," in Proceedings of  The Engineering and Arts Society in Korea, Daejeon, Korea, Oct. 2008. (Excellent paper award)

Theses

• 1. Ph.D. thesis, “Distributed Video Coding: Iterative Improvements”, Technical University of Denmark, Denmark, 2013.

  2. M.Sc. thesis, “Massively Parallel Approach and Simulation for Medical Image Processing”, University of Ulsan, Korea, 2009.