Huynh Van Luong

According to our database, Huynh Van Luong authored at least 33 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Few-Shot Classification with Meta-Learning for Urban Infrastructure Monitoring Using Distributed Acoustic Sensing.

Huynh Van Luong, Nikos Deligiannis, Roman Wilhelm, Bernd Drapp

Sensors, 2024

2021

reweighted-RNN: An Interpretable Recurrent Neural Network for Video Reconstruction via Deep Unfolding.

Boris Joukovsky, Huynh Van Luong, Nikos Deligiannis

Dataset, April, 2021

Designing Interpretable Recurrent Neural Networks for Video Reconstruction via Deep Unfolding.

Huynh Van Luong, Boris Joukovsky, Nikos Deligiannis

IEEE Trans. Image Process., 2021

Generalization error bounds for deep unfolding RNNs.

Boris Joukovsky, Tanmoy Mukherjee, Huynh Van Luong, Nikos Deligiannis

Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, 2021

2020

Interpretable Deep Recurrent Neural Networks via Unfolding Reweighted 𝓁₁-𝓁₁ Minimization: Architecture Design and Generalization Analysis.

Huynh Van Luong, Boris Joukovsky, Nikos Deligiannis

CoRR, 2020

A Deep-Unfolded Reference-Based RPCA Network For Video Foreground-Background Separation.

Huynh Van Luong, Boris Joukovsky, Yonina C. Eldar, Nikos Deligiannis

Proceedings of the 28th European Signal Processing Conference, 2020

2019

Designing Recurrent Neural Networks by Unfolding an L1-L1 Minimization Algorithm.

Hung Duy Le, Huynh Van Luong, Nikos Deligiannis

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

2018

Compressive Online Robust Principal Component Analysis via n-ℓ₁ Minimization.

Huynh Van Luong, Nikos Deligiannis, Jürgen Seiler, Søren Forchhammer, André Kaup

IEEE Trans. Image Process., 2018

Sparse signal recovery with multiple prior information: Algorithm and measurement bounds.

Huynh Van Luong, Nikos Deligiannis, Jürgen Seiler, Søren Forchhammer, André Kaup

Signal Process., 2018

Compressed Sensing mm-Wave SAR for Non-Destructive Testing Applications Using Multiple Weighted Side Information.

Mathias Becquaert, Edison Cristofani, Huynh Van Luong, Marijke Vandewal, Johan Stiens, Nikos Deligiannis

Sensors, 2018

Compressive Online Video Background-Foreground Separation Using Multiple Prior Information and Optical Flow.

Srivatsa Prativadibhayankaram, Huynh Van Luong, Thanh Ha Le, André Kaup

J. Imaging, 2018

Online Decomposition of Compressive Streaming Data Using n-𝓁₁ Cluster-Weighted Minimization.

Huynh Van Luong, Nikos Deligiannis, Søren Forchhammer, André Kaup

CoRR, 2018

Compressive Online Decomposition of Dynamic Signals Via N-ℓ1 Minimization With Clustered Priors.

Huynh Van Luong, Nikos Deligiannis, Søren Forchhammer, André Kaup

Proceedings of the 2018 IEEE Statistical Signal Processing Workshop, 2018

Online Decomposition of Compressive Streaming Data Using n-l1 Cluster-Weighted Minimization.

Huynh Van Luong, Nikos Deligiannis, Søren Forchhammer, André Kaup

Proceedings of the 2018 Data Compression Conference, 2018

2017

RFVTM: A Recovery and Filtering Vertex Trichotomy Matching for Remote Sensing Image Registration.

Ming Zhao, Bowen An, Yongpeng Wu, Huynh Van Luong, André Kaup

IEEE Trans. Geosci. Remote. Sens., 2017

Incorporating Prior Information in Compressive Online Robust Principal Component Analysis.

Huynh Van Luong, Nikos Deligiannis, Jürgen Seiler, Søren Forchhammer, André Kaup

CoRR, 2017

Compressive Online Robust Principal Component Analysis with Optical Flow for Video Foreground-Background Separation.

Srivatsa Prativadibhayankaram, Huynh Van Luong, Thanh Ha Le, André Kaup

Proceedings of the Eighth International Symposium on Information and Communication Technology, 2017

Compressive online robust principal component analysis with multiple prior information.

Huynh Van Luong, Nikos Deligiannis, Jürgen Seiler, Søren Forchhammer, André Kaup

Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017

2016

Performance Bounds for Sparse Signal Reconstruction with Multiple Side Information.

Huynh Van Luong, Jürgen Seiler, André Kaup, Søren Forchhammer, Nikos Deligiannis

CoRR, 2016

Distributed coding of multiview sparse sources with joint recovery.

Huynh Van Luong, Nikos Deligiannis, Søren Forchhammer, André Kaup

Proceedings of the 2016 Picture Coding Symposium, 2016

Sparse signal reconstruction with multiple side information using adaptive weights for multiview sources.

Huynh Van Luong, Jürgen Seiler, André Kaup, Søren Forchhammer

Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

A Reconstruction Algorithm with Multiple Side Information for Distributed Compression of Sparse Sources.

Huynh Van Luong, Jürgen Seiler, André Kaup, Søren Forchhammer

Proceedings of the 2016 Data Compression Conference, 2016

2014

Re-estimation of Motion and Reconstruction for Distributed Video Coding.

Huynh Van Luong, Lars Lau Rakêt, Søren Forchhammer

IEEE Trans. Image Process., 2014

2013

Adaptive mode decision with residual motion compensation for distributed video coding.

Huynh Van Luong, Søren Forchhammer, Jürgen Slowack, Jan De Cock, Rik Van de Walle

Proceedings of the 30th Picture Coding Symposium, 2013

2012

Side Information and Noise Learning for Distributed Video Coding Using Optical Flow and Clustering.

Huynh Van Luong, Lars Lau Rakêt, Xin Huang, Søren Forchhammer

IEEE Trans. Image Process., 2012

Noise residual learning for noise modeling in distributed video coding.

Huynh Van Luong, Søren Forchhammer

Proceedings of the 2012 Picture Coding Symposium, 2012

Rate-Adaptive BCH Coding for Slepian-Wolf Coding of Highly Correlated Sources.

Søren Forchhammer, Matteo Salmistraro, Knud J. Larsen, Xin Huang, Huynh Van Luong

Proceedings of the 2012 Data Compression Conference, Snowbird, UT, USA, April 10-12, 2012, 2012

2011

Adaptive noise model for transform domain Wyner-Ziv video using clustering of DCT blocks.

Huynh Van Luong, Xin Huang, Søren Forchhammer

Proceedings of the IEEE 13th International Workshop on Multimedia Signal Processing (MMSP 2011), 2011

Multi-hypothesis transform domain Wyner-Ziv video coding including optical flow.

Xin Huang, Lars Lau Rakêt, Huynh Van Luong, Mads Nielsen, François Lauze, Søren Forchhammer

Proceedings of the IEEE 13th International Workshop on Multimedia Signal Processing (MMSP 2011), 2011

Parallel iterative decoding of Transform Domain Wyner-Ziv video using cross bitplane correlation.

Huynh Van Luong, Xin Huang, Søren Forchhammer

Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Multiple LDPC decoding using bitplane correlation for Transform Domain Wyner-Ziv video coding.

Huynh Van Luong, Xin Huang, Søren Forchhammer

Proceedings of the IEEE International Conference on Acoustics, 2011

2009

Parallel Approach to Fuzzy Vector Quantization for Image Compression.

Huynh Van Luong, Yongmin Kim, Byung-Kook Kim, Jong-Myon Kim, Cheol Hong Kim

Proceedings of the 10th ACIS International Conference on Software Engineering, 2009

A generalized spatial fuzzy c-means algorithm for medical image segmentation.

Huynh Van Luong, Jong-Myon Kim

Proceedings of the FUZZ-IEEE 2009, 2009