2018

Camera-Aware Multi-Resolution Analysis for Raw Image Sensor Data Compression. IEEE Trans. on Image Processing. Y. Lee, K. Hirakawa, and T. Nguyen

Depth Adaptive Deep Neural Network for Semantic Segmentation. IEEE Trans. on Multimedia. B. Kang, Y. Lee, and T. Nguyen 

Patch Matching for Image Denoising Using Neighborhood-based Collaborative Filtering. IEEE Trans. on Circuits and Systems for Video Technology. S. Parameswaran, E. Luo, and T. Q. Nguyen 

Accurate and Efficient Video De-fencing using Convolutional Neural Networks and Temporal Information. ICME 2018. C. Du, B. Kang, Z. Xu, J. Dai, and T. Nguyen 

DPW-SDNet: Dual Pixel-Wavelet Domain Deep CNNs for Soft Decoding of JPEG-Compressed Images. CVPRW 2018. H. Chen, X. He, L. Qing, S. Xiong, and T. Q. Nguyen 

Pyramid Structured Optical Flow Learning with Motion Cues. ICIP 2018. J. Dai, S. Huang, and T. Nguyen 

Adjusted Non-Local Regression and Directional Smoothness for Image Restoration. IEEE Trans. on Multimedia. C. Ren, X. He, and T. Nguyen 

Accelerating GMM-based patch priors for image restoration: Three ingredients for a 100× speed-up. IEEE Trans. on Image Processing. S. Parameswaran, C.A. Deledalle, L. Denis, and T. Nguyen 

Efficient Inter-view Motion Vector Prediction in Multi-view HEVC. IEEE Trans. on Broadcasting. J.-Y. Lee, J.-K. Han, J.-G. Kim, and T. Q. Nguyen 

Image Denoising with Generalized Gaussian Mixture Model Patch Priors. SIAM Journal on Imaging Sciences. C. Deledalle, S. Parameswaran, and T. Nguyen 

Deep Joint Demosaicing and Super Resolution on High Resolution Bayer Sensor Data. GlobalSIP 2018. J. Zhang, C. An, and T. Nguyen 

Analyzing the impact of renewable energy incentives and parameter uncertainties on financial feasibility of a campus microgrid. Energies: Electrical Power and Energy System. B. H. Vu, M. Husein, I.-Y. Chung, D.-J. Won, W. Torre, and T. Nguyen 

Image Denoising with Generalized Gaussian Mixture Model Patch Priors. SIAM Journal on Imaging Sciences. C. Deledalle, S. Parameswaran, T. Nguyen