publications

2024

  1. TPAMI
    Attention-Guided Low-Rank Tensor Completion
    Truong Thanh Nhat Mai, Edmund Y. Lam, and Chul Lee
    IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024
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  2. TGRS
    Deep unfolding tensor rank minimization with generalized detail injection for pansharpening
    Truong Thanh Nhat Mai, Edmund Y. Lam, and Chul Lee
    IEEE Transactions on Geoscience and Remote Sensing, 2024
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  3. APSIPA
    Cloud removal in hyperspectral satellite images using low-rank tensor completion
    Chuong Hoang Vo, Truong Thanh Nhat Mai, and Chul Lee
    Asia Pacific Signal and Information Processing Association Annual Summit and Conference, 2024
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2023

  1. APSIPA
    Deep unfolded underwater image enhancement based on extreme channels prior
    Thuy Thi Pham, Truong Thanh Nhat Mai, and Chul Lee
    Asia Pacific Signal and Information Processing Association Annual Summit and Conference, 2023
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  2. ICIP
    Deep unfolding network with physics-based priors for underwater image enhancement
    Thuy Thi Pham, Truong Thanh Nhat Mai, and Chul Lee
    IEEE International Conference on Image Processing, 2023
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  3. AAAI
    Joint self-supervised image-volume representation learning with intra-inter contrastive clustering
    Duy M. H. Nguyen, Hoang Nguyen, Truong Thanh Nhat Mai, Tri Cao, Binh T. Nguyen, Nhat Ho, Paul Swoboda, Shadi Albarqouni, Pengtao Xie, and Daniel Sonntag
    AAAI Conference on Artificial Intelligence, 2023
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  4. IWAIT
    Model-driven deep unfolding approach to underwater image enhancement
    Thuy Thi Pham, Truong Thanh Nhat Mai, and Chul Lee
    International Workshop on Advanced Imaging Technology, 2023
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  5. AMS
    Initial state reconstruction on graphs
    Vo Anh Khoa, Mai Thanh Nhat Truong, Imhotep Hogan, and Roselyn Williams
    Advances in Inverse Problems for Partial Differential Equations, 2023
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2022

  1. Access
    Orientation prediction for VR and AR devices using inertial sensors based on Kalman-like error compensation
    Le Thi Hue Dao, Truong Thanh Nhat Mai, Wook Hong, Sanghyun Park, Hokwon Kim, Joon Goo Lee, Min-Seok Kim, and Chul Lee
    IEEE Access, 2022
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  2. ITC-CSCC
    Unrolling multi-channel weighted nuclear norm minimization for image denoising
    Thuy Thi Pham, Truong Thanh Nhat Mai, and Chul Lee
    37th International Technical Conference on Circuits/Systems, Computers and Communications, 2022
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  3. TIP
    Deep unrolled low-rank tensor completion for high dynamic range imaging
    Truong Thanh Nhat Mai, Edmund Y. Lam, and Chul Lee
    IEEE Transactions on Image Processing, 2022
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  4. InS
    ASMCNN: An efficient brain extraction using active shape model and convolutional neural networks
    Duy H. M. Nguyen, Duy M. Nguyen, Truong T. N. Mai, Thu Nguyen, Khanh T. Tran, Anh Triet Nguyen, Bao T. Pham, and Binh T. Nguyen
    Information Sciences, 2022
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2021

  1. ICIP
    Ghost-free HDR imaging via unrolling low-rank matrix completion
    Truong Thanh Nhat Mai, Edmund Y. Lam, and Chul Lee
    IEEE International Conference on Image Processing, 2021
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  2. LNCS
    Self-supervised domain adaptation for diabetic retinopathy grading using vessel image reconstruction
    Duy M. H. Nguyen, Truong T. N. Mai, Ngoc T. T. Than, Alexander Prange, and Daniel Sonntag
    German Conference on Artificial Intelligence (Künstliche Intelligenz), 2021
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  3. Access
    Single maritime image defogging based on illumination decomposition using texture and structure priors
    Thuong Van Nguyen, Truong Thanh Nhat Mai, and Chul Lee
    IEEE Access, 2021
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2020

  1. JIPS
    A study on visual saliency detection in infrared images using Boolean map approach
    Mai Thanh Nhat Truong, and Sanghoon Kim
    Journal of Information Processing Systems, 2020
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2019

  1. IPSE
    Application of the cut-off projection to solve a backward heat conduction problem in a two-slab composite system
    Nguyen Huy Tuan, Vo Anh Khoa, Mai Thanh Nhat Truong, Tran The Hung, and Mach Nguyet Minh
    Inverse Problems in Science and Engineering, 2019
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  2. JIPS
    A tracking-by-detection system for pedestrian tracking using deep learning technique and color information
    Mai Thanh Nhat Truong, and Sanghoon Kim
    Journal of Information Processing Systems, 2019
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2018

  1. MTAP
    Single object tracking using particle filter framework and saliency-based weighted color histogram
    Mai Thanh Nhat Truong, Myeongsuk Pak, and Sanghoon Kim
    Multimedia Tools and Applications, 2018
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  2. SoCo
    Automatic image thresholding using Otsu’s method and entropy weighting scheme for surface defect detection
    Mai Thanh Nhat Truong, and Sanghoon Kim
    Soft Computing, 2018
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2017

  1. HCIS
    Parallel implementation of color-based particle filter for object tracking in embedded systems
    Mai Thanh Nhat Truong, and Sanghoon Kim
    Human-centric Computing and Information Sciences, 2017
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  2. CAMWA
    The Cauchy problem of coupled elliptic sine–Gordon equations with noise: Analysis of a general kernel-based regularization and reliable tools of computing
    Vo Anh Khoa, Mai Thanh Nhat Truong, Nguyen Ho Minh Duy, and Nguyen Huy Tuan
    Computers & Mathematics with Applications, 2017
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2016

  1. LNEE
    Optimization for particle filter-based object tracking in embedded systems using parallel programming
    Mai Thanh Nhat Truong, and Sanghoon Kim
    Advances in Computer Science and Ubiquitous Computing, 2016
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  2. KIPSC
    A review on image feature detection and description
    Mai Thanh Nhat Truong, and Sanghoon Kim
    Korea Information Processing Society Conference, 2016
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