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A CNN Segmentation-Based Approach to Object Detection and Tracking in Ultrasound Scans with Application to the Vagus Nerve Detection


Jun 25, 2021
Abdullah F. Al-Battal, Yan Gong, Lu Xu, Timothy Morton, Chen Du, Yifeng Bu 1, Imanuel R Lerman, Radhika Madhavan, Truong Q. Nguyen

* 7 pages , 4 figures, submitted to the IEEE EMBC 2021 conference 

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SG2Caps: Revisiting Scene Graphs for Image Captioning


Feb 09, 2021
Subarna Tripathi, Kien Nguyen, Tanaya Guha, Bang Du, Truong Q. Nguyen

* 9 pages 

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Toward Joint Image Generation and Compression using Generative Adversarial Networks


Jan 23, 2019
Byeongkeun Kang, Subarna Tripathi, Truong Q. Nguyen


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Random Forest with Learned Representations for Semantic Segmentation


Jan 23, 2019
Byeongkeun Kang, Truong Q. Nguyen


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Image denoising with generalized Gaussian mixture model patch priors


Jun 11, 2018
Charles-Alban Deledalle, Shibin Parameswaran, Truong Q. Nguyen


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DPW-SDNet: Dual Pixel-Wavelet Domain Deep CNNs for Soft Decoding of JPEG-Compressed Images


May 27, 2018
Honggang Chen, Xiaohai He, Linbo Qing, Shuhua Xiong, Truong Q. Nguyen

* CVPRW 2018 

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Correction by Projection: Denoising Images with Generative Adversarial Networks


Mar 12, 2018
Subarna Tripathi, Zachary C. Lipton, Truong Q. Nguyen


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Depth Adaptive Deep Neural Network for Semantic Segmentation


Jan 29, 2018
Byeongkeun Kang, Yeejin Lee, Truong Q. Nguyen

* IEEE Transactions on Multimedia, 2018 

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Hand Segmentation for Hand-Object Interaction from Depth map


Jan 10, 2018
Byeongkeun Kang, Kar-Han Tan, Nan Jiang, Hung-Shuo Tai, Daniel Tretter, Truong Q. Nguyen


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A Unified Framework for Sparse Non-Negative Least Squares using Multiplicative Updates and the Non-Negative Matrix Factorization Problem


Jan 02, 2018
Igor Fedorov, Alican Nalci, Ritwik Giri, Bhaskar D. Rao, Truong Q. Nguyen, Harinath Garudadri

* To appear in Signal Processing 

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Accelerating GMM-based patch priors for image restoration: Three ingredients for a 100$\times$ speed-up


Oct 23, 2017
Shibin Parameswaran, Charles-Alban Deledalle, Loïc Denis, Truong Q. Nguyen


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Relevance Subject Machine: A Novel Person Re-identification Framework


Mar 30, 2017
Igor Fedorov, Ritwik Giri, Bhaskar D. Rao, Truong Q. Nguyen

* Submitted to IEEE Transactions on Pattern Analysis and Machine Intelligence 

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Adaptive Image Denoising by Mixture Adaptation


Jun 25, 2016
Enming Luo, Stanley H. Chan, Truong Q. Nguyen

* 15 pages 

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Robust Bayesian Method for Simultaneous Block Sparse Signal Recovery with Applications to Face Recognition


May 10, 2016
Igor Fedorov, Ritwik Giri, Bhaskar D. Rao, Truong Q. Nguyen

* To appear in ICIP 2016 

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Long-Range Motion Trajectories Extraction of Articulated Human Using Mesh Evolution


Mar 29, 2016
Yuanyuan Wu, Xiaohai He, Byeongkeun Kang, Haiying Song, Truong Q. Nguyen

* IEEE Signal Processing Letters 

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Efficient Hand Articulations Tracking using Adaptive Hand Model and Depth map


Oct 18, 2015
Byeongkeun Kang, Yeejin Lee, Truong Q. Nguyen

* Advances in Visual Computing: 11th International Symposium on Visual Computing (ISVC'15) 

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Real-time Sign Language Fingerspelling Recognition using Convolutional Neural Networks from Depth map


Oct 14, 2015
Byeongkeun Kang, Subarna Tripathi, Truong Q. Nguyen

* 2015 3rd IAPR Asian Conference on Pattern Recognition (ACPR) 

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Depth Reconstruction from Sparse Samples: Representation, Algorithm, and Sampling


Feb 12, 2015
Lee-Kang Liu, Stanley H. Chan, Truong Q. Nguyen


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Adaptive Image Denoising by Targeted Databases


Nov 03, 2014
Enming Luo, Stanley H. Chan, Truong Q. Nguyen

* 15 pages, 13 figures, 2 tables, journal 

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