Truong Q. Nguyen

ORCID

Publication Activity (10 Years)

Years Active: 1988-2024
Publications (10 Years): 94

Top Venues

CoRR

IEEE Trans. Image Process.

ICIP

ISOCC

Publications

Abdullah F. Al-Battal, Soan Thi Minh Duong, Van Ha Tang, Quang Duc Tran, Steven Q. H. Truong, Chien Phan, Truong Q. Nguyen, Cheolhong An
Multi-target and multi-stage liver lesion segmentation and detection in multi-phase computed tomography scans. CoRR (2024)
An Dinh Le, Shiwei Jin, You Suk Bae, Truong Q. Nguyen
A Lattice-Structure-Based Trainable Orthogonal Wavelet Unit for Image Classification. IEEE Access 12 (2024)
Shiwei Jin, Zhen Wang, Lei Wang, Peng Liu, Ning Bi, Truong Q. Nguyen
AUEditNet: Dual-Branch Facial Action Unit Intensity Manipulation with Implicit Disentanglement. CoRR (2024)
Runfa Li, Upal Mahbub, Vasudev Bhaskaran, Truong Q. Nguyen
MonoSelfRecon: Purely Self-Supervised Explicit Generalizable 3D Reconstruction of Indoor Scenes from Monocular RGB Views. CoRR (2024)
Yiqian Wang, Alexandra Warter, Melina Cavichini, Varsha Alex, Dirk-Uwe G. Bartsch, William R. Freeman, Truong Q. Nguyen, Cheolhong An
Deep learning network to correct axial and coronal eye motion in 3D OCT retinal imaging. CoRR (2023)
Shiwei Jin, Zhen Wang, Lei Wang, Ning Bi, Truong Q. Nguyen
ReDirTrans: Latent-to-Latent Translation for Gaze and Head Redirection. CVPR (2023)
Junkang Zhang, Bo Wen, Fritz Gerald P. Kalaw, Melina Cavichini, Dirk-Uwe G. Bartsch, William R. Freeman, Truong Q. Nguyen, Cheolhong An
Accurate Registration between Ultra-Wide-Field and Narrow Angle Retina Images with 3D Eyeball Shape Optimization. ICIP (2023)
Abdullah F. Al-Battal, Imanuel R. Lerman, Truong Q. Nguyen
Multi-path decoder U-Net: A weakly trained real-time segmentation network for object detection and localization in ultrasound scans. Comput. Medical Imaging Graph. 107 (2023)
Lucas Tindall, Eric Mair, Truong Q. Nguyen
Radio Frequency Signal Strength Based Multitarget Tracking With Robust Path Planning. IEEE Access 11 (2023)
Chen Du, Sarah Graham, Colin Depp, Truong Q. Nguyen
View-Invariant Center-of-Pressure Metrics Estimation With Monocular RGB Camera. IEEE Trans. Multim. 25 (2023)
Yiqian Wang, Carlo Galang, William R. Freeman, Alexandra Warter, Anna Heinke, Dirk-Uwe G. Bartsch, Truong Q. Nguyen, Cheolhong An
Retinal OCT Layer Segmentation via Joint Motion Correction and Graph-Assisted 3D Neural Network. IEEE Access 11 (2023)
Kunyao Chen, Fei Yin, Bang Du, Baichuan Wu, Truong Q. Nguyen
Efficient Registration for Human Surfaces via Isometric Regularization on Embedded Deformation. IEEE Trans. Vis. Comput. Graph. 29 (12) (2023)
Haochen Zhang, Anna Heinke, Carlo Miguel B. Galang, Daniel N. Deussen, Bo Wen, Dirk-Uwe G. Bartsch, William R. Freeman, Truong Q. Nguyen, Cheolhong An
Robust AMD Stage Grading with Exclusively OCTA Modality Leveraging 3D Volume. ICCV (Workshops) (2023)
Bo Wen, Chen Du, Truong Q. Nguyen
Encoder-Decoder Graph Convolutional Network for Automatic Timed-Up-and-Go and Sit-to-Stand Segmentation. ICASSP (2023)
Junkang Zhang, Yiqian Wang, Ji Dai, Melina Cavichini, Dirk-Uwe G. Bartsch, William R. Freeman, Truong Q. Nguyen, Cheolhong An
Two-Step Registration on Multi-Modal Retinal Images via Deep Neural Networks. IEEE Trans. Image Process. 31 (2022)
Cheolhong An, Yiqian Wang, Junkang Zhang, Truong Q. Nguyen
Self-Supervised Rigid Registration for Multimodal Retinal Images. IEEE Trans. Image Process. 31 (2022)
Yiqian Wang, Carlo Galang, William R. Freeman, Truong Q. Nguyen, Cheolhong An
Joint Motion Correction and 3D Segmentation with Graph-Assisted Neural Networks for Retinal OCT. ICIP (2022)
Chi-Jui (Jerry) Ho, Soan Thi Minh Duong, Yiqian Wang, Chanh D. Tr. Nguyen, Bieu Q. Bui, Steven Q. H. Truong, Truong Q. Nguyen, Cheolhong An
An Unsupervised Learning Approach to 3D Rectal MRI Volume Registration. IEEE Access 10 (2022)
Abdullah F. Al-Battal, Imanuel R. Lerman, Truong Q. Nguyen
Object Detection and Tracking in Ultrasound Scans Using an Optical Flow and Semantic Segmentation Framework Based on Convolutional Neural Networks. ICASSP (2022)
Sachintha R. Brandigampala, Abdullah F. Al-Battal, Truong Q. Nguyen
Data Augmentation Methods For Object Detection and Segmentation In Ultrasound Scans: An Empirical Comparative Study. CBMS (2022)
Subarna Tripathi, Kien Nguyen, Tanaya Guha, Bang Du, Truong Q. Nguyen
SG2Caps: Revisiting Scene Graphs for Image Captioning. CoRR (2021)
Kien Nguyen, Subarna Tripathi, Bang Du, Tanaya Guha, Truong Q. Nguyen
In Defense of Scene Graphs for Image Captioning. ICCV (2021)
Shiwei Jin, Minh Vo, Chen Du, Harinath Garudadri, Allison Py, David J. Moore, Kristine M. Erlandson, Raeanne C. Moore, Truong Q. Nguyen
Unsupervised Sequence Alignment between Video and Human Center of Pressure. EMBC (2021)
Yiqian Wang, Junkang Zhang, Melina Cavichini, Dirk-Uwe G. Bartsch, William R. Freeman, Truong Q. Nguyen, Cheolhong An
Robust Content-Adaptive Global Registration for Multimodal Retinal Images Using Weakly Supervised Deep-Learning Framework. IEEE Trans. Image Process. 30 (2021)
Chi-Jui Ho, Yiqian Wang, Junkang Zhang, Truong Q. Nguyen, Cheolhong An
A Convolutional Neural Network Pipeline For Multi-Temporal Retinal Image Registration. ISOCC (2021)
Abdullah F. Al-Battal, Yan Gong, Lu Xu, Timothy Morton, Chen Du, Yifeng Bu, Imanuel R. Lerman, Radhika Madhavan, Truong Q. Nguyen
A CNN Segmentation-Based Approach to Object Detection and Tracking in Ultrasound Scans with Application to the Vagus Nerve Detection. EMBC (2021)
Junkang Zhang, Yiqian Wang, Dirk-Uwe G. Bartsch, William R. Freeman, Truong Q. Nguyen, Cheolhong An
Perspective Distortion Correction for Multi-Modal Registration between Ultra-Widefield and Narrow-Angle Retinal Images. EMBC (2021)
Chao Ren, Qizhi Teng, Xiaohai He, Linbo Qing, Truong Q. Nguyen
Compressed image restoration via deep deblocker driven unified framework. Knowl. Based Syst. 228 (2021)
Chao Ren, Xiaohai He, Yifei Pu, Truong Q. Nguyen
Learning Image Profile Enhancement and Denoising Statistics Priors for Single-Image Super-Resolution. IEEE Trans. Cybern. 51 (7) (2021)
Joseph Chang, Truong Q. Nguyen
Enhanced Depth Map Estimation in Low Light Conditions for RGB Cameras. ISOCC (2021)
Abdullah F. Al-Battal, Yan Gong, Lu Xu, Timothy Morton, Chen Du, Yifeng Bu, Imanuel R. Lerman, Radhika Madhavan, Truong Q. Nguyen
A CNN Segmentation-Based Approach to Object Detection and Tracking in Ultrasound Scans with Application to the Vagus Nerve Detection. CoRR (2021)
Shiwei Jin, Ji Dai, Truong Q. Nguyen
Differential Gaze Estimation with Ocular Counter-Rolling Compensation. ISOCC (2021)
Yiqian Wang, Alexandra Warter, Melina Cavichini-Cordeiro, William R. Freeman, Dirk-Uwe G. Bartsch, Truong Q. Nguyen, Cheolhong An
Learning to Correct Axial Motion in Oct for 3D Retinal Imaging. ICIP (2021)
Honggang Chen, Xiaohai He, Cheolhong An, Truong Q. Nguyen
Adaptive image coding efficiency enhancement using deep convolutional neural networks. Inf. Sci. 524 (2020)
Yiqian Wang, Junkang Zhang, Cheolhong An, Melina Cavichini, Mahima Jhingan, Manuel J. Amador-Patarroyo, Christopher P. Long, Dirk-Uwe G. Bartsch, William R. Freeman, Truong Q. Nguyen
A Segmentation Based Robust Deep Learning Framework for Multimodal Retinal Image Registration. ICASSP (2020)
Kunyao Chen, Cheolhong An, Truong Q. Nguyen
Screen-space Regularization on Differentiable Rasterization. 3DV (2020)
Yiqian Wang, Junkang Zhang, Melina Cavichini, Dirk-Uwe G. Bartsch, William R. Freeman, Truong Q. Nguyen, Cheolhong An
Study on Correlation Between Subjective and Objective Metrics for Multimodal Retinal Image Registration. IEEE Access 8 (2020)
Byeongkeun Kang, Subarna Tripathi, Truong Q. Nguyen
Generating Images in Compressed Domain Using Generative Adversarial Networks. IEEE Access 8 (2020)
Huanjing Yue, Jianjun Liu, Jing-Yu Yang, Xiaoyan Sun, Truong Q. Nguyen, Feng Wu
IENet: Internal and External Patch Matching ConvNet for Web Image Guided Denoising. IEEE Trans. Circuits Syst. Video Technol. 30 (11) (2020)
Ji Dai, Shiwei Jin, Junkang Zhang, Truong Q. Nguyen
Boosting Feature Matching Accuracy With Pairwise Affine Estimation. IEEE Trans. Image Process. 29 (2020)
Chao Ren, Xiaohai He, Yifei Pu, Truong Q. Nguyen
Enhanced Non-Local Total Variation Model and Multi-Directional Feature Prediction Prior for Single Image Super Resolution. IEEE Trans. Image Process. 28 (8) (2019)
Honggang Chen, Xiaohai He, Cheolhong An, Truong Q. Nguyen
Deep Wide-Activated Residual Network Based Joint Blocking and Color Bleeding Artifacts Reduction for 4: 2: 0 JPEG-Compressed Images. IEEE Signal Process. Lett. 26 (1) (2019)
Byeongkeun Kang, Truong Q. Nguyen
Random Forest with Learned Representations for Semantic Segmentation. CoRR (2019)
Shibin Parameswaran, Charles-Alban Deledalle, Loïc Denis, Truong Q. Nguyen
Accelerating GMM-Based Patch Priors for Image Restoration: Three Ingredients for a 100× Speed-Up. IEEE Trans. Image Process. 28 (2) (2019)
Byeongkeun Kang, Subarna Tripathi, Truong Q. Nguyen
Toward Joint Image Generation and Compression using Generative Adversarial Networks. CoRR (2019)
Byeongkeun Kang, Truong Q. Nguyen
Random Forest With Learned Representations for Semantic Segmentation. IEEE Trans. Image Process. 28 (7) (2019)
Junkang Zhang, Cheolhong An, Ji Dai, Manuel Amador, Dirk-Uwe Bartsch, Shyamanga Borooah, William R. Freeman, Truong Q. Nguyen
Joint Vessel Segmentation and Deformable Registration on Multi-Modal Retinal Images Based on Style Transfer. ICIP (2019)
Huanjing Yue, Jianjun Liu, Jingyu Yang, Truong Q. Nguyen, Feng Wu
High ISO JPEG Image Denoising by Deep Fusion of Collaborative and Convolutional Filtering. IEEE Trans. Image Process. 28 (9) (2019)
Chao Ren, Xiaohai He, Truong Q. Nguyen
Adjusted Non-Local Regression and Directional Smoothness for Image Restoration. IEEE Trans. Multim. 21 (3) (2019)
Junkang Zhang, Cheolhong An, Truong Q. Nguyen
Deep Joint Demosaicing and Super Resolution on High Resolution Bayer Sensor Data. GlobalSIP (2018)
Charles-Alban Deledalle, Shibin Parameswaran, Truong Q. Nguyen
Image restoration with generalized Gaussian mixture model patch priors. CoRR (2018)
Subarna Tripathi, Zachary C. Lipton, Truong Q. Nguyen
Correction by Projection: Denoising Images with Generative Adversarial Networks. CoRR (2018)
Charles-Alban Deledalle, Shibin Parameswaran, Truong Q. Nguyen
Image Denoising with Generalized Gaussian Mixture Model Patch Priors. SIAM J. Imaging Sci. 11 (4) (2018)
Igor Fedorov, Alican Nalci, Ritwik Giri, Bhaskar D. Rao, Truong Q. Nguyen, Harinath Garudadri
A unified framework for sparse non-negative least squares using multiplicative updates and the non-negative matrix factorization problem. Signal Process. 146 (2018)
Chen Du, Byeongkeun Kang, Zheng Xu, Ji Dai, Truong Q. Nguyen
Accurate and efficient video de-fencing using convolutional neural networks and temporal information. CoRR (2018)
Honggang Chen, Xiaohai He, Linbo Qing, Shuhua Xiong, Truong Q. Nguyen
DPW-SDNet: Dual Pixel-Wavelet Domain Deep CNNs for Soft Decoding of JPEG-Compressed Images. CoRR (2018)
Shibin Parameswaran, Enming Luo, Truong Q. Nguyen
Patch Matching for Image Denoising Using Neighborhood-Based Collaborative Filtering. IEEE Trans. Circuits Syst. Video Technol. 28 (2) (2018)
Jae-Yung Lee, Jong-Ki Han, Jae-Gon Kim, Truong Q. Nguyen
Efficient Inter-View Motion Vector Prediction in Multi-View HEVC. IEEE Trans. Broadcast. 64 (3) (2018)
Honggang Chen, Xiaohai He, Linbo Qing, Shuhua Xiong, Truong Q. Nguyen
DPW-SDNet: Dual Pixel-Wavelet Domain Deep CNNs for Soft Decoding of JPEG-Compressed Images. CVPR Workshops (2018)
Byeongkeun Kang, Yeejin Lee, Truong Q. Nguyen
Depth-Adaptive Deep Neural Network for Semantic Segmentation. IEEE Trans. Multim. 20 (9) (2018)
Yeejin Lee, Keigo Hirakawa, Truong Q. Nguyen
Camera-Aware Multi-Resolution Analysis for Raw Image Sensor Data Compression. IEEE Trans. Image Process. 27 (6) (2018)
Chen Du, Byeongkeun Kang, Zheng Xu, Ji Dai, Truong Q. Nguyen
Accurate and Efficient Video De-Fencing Using Convolutional Neural Networks and Temporal Information. ICME (2018)
Subarna Tripathi, Gokce Dane, Byeongkeun Kang, Vasudev Bhaskaran, Truong Q. Nguyen
LCDet: Low-Complexity Fully-Convolutional Neural Networks for Object Detection in Embedded Systems. CVPR Workshops (2017)
Igor Fedorov, Bhaskar D. Rao, Truong Q. Nguyen
Multimodal sparse Bayesian dictionary learning applied to multimodal data classification. ICASSP (2017)
Shibin Parameswaran, Enming Luo, Truong Q. Nguyen
Targeted video denoising for decompressed videos. ICIP (2017)
Yuanyuan Wu, Xiaohai He, Truong Q. Nguyen
Moving Object Detection With a Freely Moving Camera via Background Motion Subtraction. IEEE Trans. Circuits Syst. Video Technol. 27 (2) (2017)
Yeejin Lee, Keigo Hirakawa, Truong Q. Nguyen
Joint Defogging and Demosaicking. IEEE Trans. Image Process. 26 (6) (2017)
Chao Ren, Xiaohai He, Truong Q. Nguyen
Single Image Super-Resolution via Adaptive High-Dimensional Non-Local Total Variation and Adaptive Geometric Feature. IEEE Trans. Image Process. 26 (1) (2017)
Subarna Tripathi, Gokce Dane, Byeongkeun Kang, Vasudev Bhaskaran, Truong Q. Nguyen
LCDet: Low-Complexity Fully-Convolutional Neural Networks for Object Detection in Embedded Systems. CoRR (2017)
Byeongkeun Kang, Kar-Han Tan, Nan Jiang, Hung-Shuo Tai, Daniel Treffer, Truong Q. Nguyen
Hand segmentation for hand-object interaction from depth map. GlobalSIP (2017)
Igor Fedorov, Ritwik Giri, Bhaskar D. Rao, Truong Q. Nguyen
Relevance Subject Machine: A Novel Person Re-identification Framework. CoRR (2017)
Shibin Parameswaran, Enming Luo, Charles-Alban Deledalle, Truong Q. Nguyen
Fast External Denoising Using Pre-Learned Transformations. CVPR Workshops (2017)
Shibin Parameswaran, Charles-Alban Deledalle, Loïc Denis, Truong Q. Nguyen
Accelerating GMM-based patch priors for image restoration: Three ingredients for a 100× speed-up. CoRR (2017)
Yeejin Lee, Keigo Hirakawa, Truong Q. Nguyen
Lossless compression of CFA sampled image using decorrelated Mallat wavelet packet decomposition. ICIP (2017)
Byeongkeun Kang, Yeejin Lee, Truong Q. Nguyen
Depth Adaptive Deep Neural Network for Semantic Segmentation. CoRR (2017)
Enming Luo, Stanley H. Chan, Truong Q. Nguyen
Adaptive Image Denoising by Mixture Adaptation. CoRR (2016)
Subarna Tripathi, Zachary C. Lipton, Serge J. Belongie, Truong Q. Nguyen
Context Matters: Refining Object Detection in Video with Recurrent Neural Networks. CoRR (2016)
Chao Ren, Xiaohai He, Qizhi Teng, Yuanyuan Wu, Truong Q. Nguyen
Single Image Super-Resolution Using Local Geometric Duality and Non-Local Similarity. IEEE Trans. Image Process. 25 (5) (2016)
Subarna Tripathi, Serge J. Belongie, Youngbae Hwang, Truong Q. Nguyen
Detecting temporally consistent objects in videos through object class label propagation. WACV (2016)
Subarna Tripathi, Serge J. Belongie, Youngbae Hwang, Truong Q. Nguyen
Detecting Temporally Consistent Objects in Videos through Object Class Label Propagation. CoRR (2016)
Yuanyuan Wu, Xiaohai He, Byeongkeun Kang, Haiying Song, Truong Q. Nguyen
Long-Range Motion Trajectories Extraction of Articulated Human Using Mesh Evolution. IEEE Signal Process. Lett. 23 (4) (2016)
Yeejin Lee, Truong Q. Nguyen, Changyoung Han
Dehazing in color filter array domain. ISOCC (2016)
Yan Gong, Yeejin Lee, Truong Q. Nguyen
Nighttime image enhancement applying dark channel prior to raw data from camera. ISOCC (2016)
Kunyao Chen, Subarna Tripathi, Youngbae Hwang, Truong Q. Nguyen
Moving objects detection using classifying object proposals for driver assistance system. ISOCC (2016)
Subarna Tripathi, Zachary C. Lipton, Serge J. Belongie, Truong Q. Nguyen
Context Matters: Refining Object Detection in Video with Recurrent Neural Networks. BMVC (2016)
Igor Fedorov, Ritwik Giri, Bhaskar D. Rao, Truong Q. Nguyen
Robust Bayesian method for simultaneous block sparse signal recovery with applications to face recognition. ICIP (2016)
Kristofor B. Gibson, Truong Q. Nguyen, Hannoh Yoon
Improvements in parallel SIMD implementation of single image defogging. ISOCC (2016)
Yeejin Lee, Keigo Hirakawa, Truong Q. Nguyen
Joint Defogging and Demosaicking. CoRR (2016)
Igor Fedorov, Ritwik Giri, Bhaskar D. Rao, Truong Q. Nguyen
Robust Bayesian Method for Simultaneous Block Sparse Signal Recovery with Applications to Face Recognition. CoRR (2016)
Byeongkeun Kang, Kar-Han Tan, Hung-Shuo Tai, Daniel Tretter, Truong Q. Nguyen
Hand Segmentation for Hand-Object Interaction from Depth map. CoRR (2016)
Lee-Kang Liu, Truong Q. Nguyen
A Framework for Depth Video Reconstruction From a Subset of Samples and Its Applications. IEEE Trans. Image Process. 25 (10) (2016)
Enming Luo, Stanley H. Chan, Truong Q. Nguyen
Adaptive Image Denoising by Mixture Adaptation. IEEE Trans. Image Process. 25 (10) (2016)
Menglin Zeng, Truong Q. Nguyen
Analysis of Crosstalk in 3D Circularly Polarized LCDs Depending on the Vertical Viewing Location. IEEE Trans. Image Process. 25 (3) (2016)
Kyoung-Rok Lee, Truong Q. Nguyen
Realistic surface geometry reconstruction using a hand-held RGB-D camera. Mach. Vis. Appl. 27 (3) (2016)
Yuanyuan Wu, Xiaohai He, Byeongkeun Kang, Truong Q. Nguyen
Long-Range Motion Trajectories Extraction of Articulated Human Using Mesh Evolution. CoRR (2015)
Lee-Kang Liu, Stanley H. Chan, Truong Q. Nguyen
Depth Reconstruction From Sparse Samples: Representation, Algorithm, and Sampling. IEEE Trans. Image Process. 24 (6) (2015)
Byeongkeun Kang, Yeejin Lee, Truong Q. Nguyen
Efficient Hand Articulations Tracking Using Adaptive Hand Model and Depth Map. ISVC (1) (2015)
Menglin Zeng, Alan E. Robinson, Truong Q. Nguyen
Modeling, Prediction, and Reduction of 3D Crosstalk in Circular Polarized Stereoscopic LCDs. IEEE Trans. Image Process. 24 (12) (2015)
Stanley H. Chan, Enming Luo, Truong Q. Nguyen
Adaptive patch-based image denoising by EM-adaptation. GlobalSIP (2015)
Lee-Kang Liu, Truong Q. Nguyen
Spatio-temporal depth data reconstruction from a subset of samples. GlobalSIP (2015)

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Publication Activity (10 Years)

Top Topics

Top Venues

Truong Q. Nguyen