Xin Li

Affiliations:
  • West Virginia University, Department of Computer Science and Electrical Engineering, Morgantown, WV, USA
  • Sharp Laboratories of America, Camas, WA, USA (2000 - 2002)
  • Princeton University, NJ, USA (PhD 2000)


According to our database1, Xin Li authored at least 138 papers between 1998 and 2022.

Collaborative distances:

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Bibliography

2022
Bayesian Correlation Filter Learning With Gaussian Scale Mixture Model for Visual Tracking.
IEEE Trans. Circuits Syst. Video Technol., 2022

Deep Hyperspectral Image Fusion Network With Iterative Spatio-Spectral Regularization.
IEEE Trans. Computational Imaging, 2022

Rotation invariant point cloud analysis: Where local geometry meets global topology.
Pattern Recognit., 2022

Correlation filters based on spatial-temporal Gaussion scale mixture modelling for visual tracking.
Neurocomputing, 2022

A Saliency-Guided Street View Image Inpainting Framework for Efficient Last-Meters Wayfinding.
CoRR, 2022

Model Attribution of Face-swap Deepfake Videos.
CoRR, 2022

2021
Identifying Illicit Drug Dealers on Instagram with Large-scale Multimodal Data Fusion.
ACM Trans. Intell. Syst. Technol., 2021

Model-Guided Deep Hyperspectral Image Super-Resolution.
IEEE Trans. Image Process., 2021

3D Face Anti-Spoofing With Factorized Bilinear Coding.
IEEE Trans. Circuits Syst. Video Technol., 2021

Hybrid sparsity learning for image restoration: An iterative and trainable approach.
Signal Process., 2021

Robust subspace clustering network with dual-domain regularization.
Pattern Recognit. Lett., 2021

Face spoofing detection under super-realistic 3D wax face attacks.
Pattern Recognit. Lett., 2021

Accurate and Lightweight Image Super-Resolution With Model-Guided Deep Unfolding Network.
IEEE J. Sel. Top. Signal Process., 2021

Toward blind joint demosaicing and denoising of raw color filter array data.
Neurocomputing, 2021

Deep Maximum a Posterior Estimator for Video Denoising.
Int. J. Comput. Vis., 2021

Robust Depth Completion with Uncertainty-Driven Loss Functions.
CoRR, 2021

Searching Efficient Model-guided Deep Network for Image Denoising.
CoRR, 2021

Uncertainty-Driven Loss for Single Image Super-Resolution.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020
Image Feature Correspondence Selection: A Comparative Study and a New Contribution.
IEEE Trans. Image Process., 2020

Joint Demosaicing and Super-Resolution (JDSR): Network Design and Perceptual Optimization.
IEEE Trans. Computational Imaging, 2020

Accelerating Convolutional Neural Network via Structured Gaussian Scale Mixture Models: A Joint Grouping and Pruning Approach.
IEEE J. Sel. Top. Signal Process., 2020

Detection of Genuine and Posed Facial Expressions of Emotion: A Review.
CoRR, 2020

LRF-Net: Learning Local Reference Frames for 3D Local Shape Description and Matching.
CoRR, 2020

Beyond Network Pruning: a Joint Search-and-Training Approach.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Deformable Kernel Convolutional Network for Video Extreme Super-Resolution.
Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

Sparse-to-Dense Depth Completion Revisited: Sampling Strategy and Graph Construction.
Proceedings of the Computer Vision - ECCV 2020, 2020


dStyle-GAN: Generative Adversarial Network based on Writing and Photography Styles for Drug Identification in Darknet Markets.
Proceedings of the ACSAC '20: Annual Computer Security Applications Conference, 2020

2019
Moving Object Detection in Video via Hierarchical Modeling and Alternating Optimization.
IEEE Trans. Image Process., 2019

Deep Spatial-Spectral Representation Learning for Hyperspectral Image Denoising.
IEEE Trans. Computational Imaging, 2019

Rotation Invariant Point Cloud Classification: Where Local Geometry Meets Global Topology.
CoRR, 2019

Spoofing and Anti-Spoofing with Wax Figure Faces.
CoRR, 2019

Iterative Clustering with Game-Theoretic Matching for Robust Multi-consistency Correspondence.
CoRR, 2019

Your Style Your Identity: Leveraging Writing and Photography Styles for Drug Trafficker Identification in Darknet Markets over Attributed Heterogeneous Information Network.
Proceedings of the World Wide Web Conference, 2019

NM-Net: Mining Reliable Neighbors for Robust Feature Correspondences.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

SCAN: Spatial Color Attention Networks for Real Single Image Super-Resolution.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019


2018
Image Super-Resolution With Parametric Sparse Model Learning.
IEEE Trans. Image Process., 2018

Distribution Sensitive Product Quantization.
IEEE Trans. Circuits Syst. Video Technol., 2018

DeepAM: a heterogeneous deep learning framework for intelligent malware detection.
Knowl. Inf. Syst., 2018

Robust Tensor Approximation With Laplacian Scale Mixture Modeling for Multiframe Image and Video Denoising.
IEEE J. Sel. Top. Signal Process., 2018

Learning Hybrid Sparsity Prior for Image Restoration: Where Deep Learning Meets Sparse Coding.
CoRR, 2018

Joint Demosaicing and Denoising with Perceptual Optimization on a Generative Adversarial Network.
CoRR, 2018

Learning Parametric Sparse Models for Heavy Noisy Removal From Images.
IEEE Access, 2018

Automatic Opioid User Detection from Twitter: Transductive Ensemble Built on Different Meta-graph Based Similarities over Heterogeneous Information Network.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Lightweight Deep Residue Learning for Joint Color Image Demosaicking and Denoising.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

ICSD: An Automatic System for Insecure Code Snippet Detection in Stack Overflow over Heterogeneous Information Network.
Proceedings of the 34th Annual Computer Security Applications Conference, 2018

Utilizing Social Media to Combat Opioid Addiction Epidemic: Automatic Detection of Opioid Users from Twitter.
Proceedings of the Workshops of the The Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Color-Guided Depth Recovery via Joint Local Structural and Nonlocal Low-Rank Regularization.
IEEE Trans. Multim., 2017

Detecting Opioid Users from Twitter and Understanding Their Perceptions Toward MAT.
Proceedings of the 2017 IEEE International Conference on Data Mining Workshops, 2017

Guided deep network for depth map super-resolution: How much can color help?
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Social Media for Opioid Addiction Epidemiology: Automatic Detection of Opioid Addicts from Twitter and Case Studies.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

Nonlinear image interpolation via deep neural network.
Proceedings of the 51st Asilomar Conference on Signals, Systems, and Computers, 2017

Sparsity Based Nonlocal Image Restoration: An Alternating Optimization Approach.
Proceedings of the Handbook of Convex Optimization Methods in Imaging Science., 2017

2016
Hyperspectral Image Super-Resolution via Non-Negative Structured Sparse Representation.
IEEE Trans. Image Process., 2016

Learning Parametric Sparse Models for Image Super-Resolution.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

2015
Automated Depression Diagnosis Based on Facial Dynamic Analysis and Sparse Coding.
IEEE Trans. Inf. Forensics Secur., 2015

Image Restoration via Simultaneous Sparse Coding: Where Structured Sparsity Meets Gaussian Scale Mixture.
Int. J. Comput. Vis., 2015

Low-Rank Tensor Approximation with Laplacian Scale Mixture Modeling for Multiframe Image Denoising.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

2014
Compressive Sensing via Nonlocal Low-Rank Regularization.
IEEE Trans. Image Process., 2014

Blind restoration of very-high-ISO photos via low-rank methods.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2014

Graph-based joint denoising and super-resolution of generalized piecewise smooth images.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Image restoration via Bayesian structured sparse coding.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

A study on the influence of body weight changes on face recognition.
Proceedings of the IEEE International Joint Conference on Biometrics, Clearwater, 2014

Image assisted upsampling of depth map via nonlocal similarity.
Proceedings of the 48th Asilomar Conference on Signals, Systems and Computers, 2014

2013
Nonlocally Centralized Sparse Representation for Image Restoration.
IEEE Trans. Image Process., 2013

Nonlocal Image Restoration With Bilateral Variance Estimation: A Low-Rank Approach.
IEEE Trans. Image Process., 2013

Facial Expression Recognition Influenced by Human Aging.
IEEE Trans. Affect. Comput., 2013

A Fixed Point Approach to Analysis and Optimization of Motion Compensated Predictive Coding.
IEEE J. Sel. Top. Signal Process., 2013

Depth map denoising using graph-based transform and group sparsity.
Proceedings of the 15th IEEE International Workshop on Multimedia Signal Processing, 2013

2012
Progressive Significance Map and Its Application to Error-Resilient Image Transmission.
IEEE Trans. Image Process., 2012

Image reconstruction with locally adaptive sparsity and nonlocal robust regularization.
Signal Process. Image Commun., 2012

Depth Map Super-Resolution Using Synthesized View Matching for Depth-Image-Based Rendering.
Proceedings of the 2012 IEEE International Conference on Multimedia and Expo Workshops, 2012

Depth map compression using multi-resolution graph-based transform for depth-image-based rendering.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Image deblurring with low-rank approximation structured sparse representation.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2012

2011
Fine-Granularity and Spatially-Adaptive Regularization for Projection-Based Image Deblurring.
IEEE Trans. Image Process., 2011

The Magic of Nonlocal Perona-Malik Diffusion.
IEEE Signal Process. Lett., 2011

Image Recovery Via Hybrid Sparse Representations: A Deterministic Annealing Approach.
IEEE J. Sel. Top. Signal Process., 2011

Color demosaicking by local directional interpolation and nonlocal adaptive thresholding.
J. Electronic Imaging, 2011

All Roads Lead To Rome
CoRR, 2011

Inverse halftoning with nonlocal regularization.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Sparsity-based image deblurring with locally adaptive and nonlocally robust regularization.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Sparsity-based image denoising via dictionary learning and structural clustering.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

2010
Object Distance Estimation Based on Stereo Vision and Color Segmentation with Region Matching.
Proceedings of the Advances in Visual Computing - 6th International Symposium, 2010

AN adaptive L1-L2 hybrid error model to super-resolution.
Proceedings of the International Conference on Image Processing, 2010

Exemplar-Based EM-like image denoising via manifold reconstruction.
Proceedings of the International Conference on Image Processing, 2010

Color rank and census transforms using perceptual color contrast.
Proceedings of the 11th International Conference on Control, 2010

Improvement on inverse distance weighted interpolation for ore reserve estimation.
Proceedings of the Seventh International Conference on Fuzzy Systems and Knowledge Discovery, 2010

2009
Patch-Based Video Processing: A Variational Bayesian Approach.
IEEE Trans. Circuits Syst. Video Technol., 2009

2008
Automatic Construction of Dental Charts for Postmortem Identification.
IEEE Trans. Inf. Forensics Secur., 2008

Intra prediction using template matching with adaptive illumination compensation.
Proceedings of the International Conference on Image Processing, 2008

Directional interpolation of noisy images.
Proceedings of the International Conference on Image Processing, 2008

Variational Bayesian image processing on stochastic factor graphs.
Proceedings of the International Conference on Image Processing, 2008

2007
Video Processing Via Implicit and Mixture Motion Models.
IEEE Trans. Circuits Syst. Video Technol., 2007

On modeling interchannel dependency for color image denoising.
Int. J. Imaging Syst. Technol., 2007

Image Resolution Enhancement via Data-Driven Parametric Models in the Wavelet Space.
EURASIP J. Image Video Process., 2007

Pedestrian detection and tracking in infrared imagery using shape and appearance.
Comput. Vis. Image Underst., 2007

Patch-Based Nonlocal Denoising for MRI and Ultrasound Images.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

Parallel and Distributed Audio Concealment using Nonlocal Sparse Representations.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

Video Modeling by Spatio-Temporal Resampling and Bayesian Fusion.
Proceedings of the International Conference on Image Processing, 2007

Geometry-Adaptive Block Partitioning for Intra Prediction in Image & Video Coding.
Proceedings of the International Conference on Image Processing, 2007

Geometry-Adaptive Block Partitioning for Video Coding.
Proceedings of the IEEE International Conference on Acoustics, 2007

2006
Edge-Directed Error Diffusion Halftoning.
IEEE Signal Process. Lett., 2006

Accurate Video Alignment Using Phase Correlation.
IEEE Signal Process. Lett., 2006

Least-Square Prediction for Backward Adaptive Video Coding.
EURASIP J. Adv. Signal Process., 2006

Super-Resolution for Synthetic Zooming.
EURASIP J. Adv. Signal Process., 2006

Symmetric Disparity Estimation in Distributed Coding of Stereo Images.
Proceedings of the International Conference on Image Processing, 2006

Subframe Video Synchronization via 3D Phase Correlation.
Proceedings of the International Conference on Image Processing, 2006

Fast and Accurate Segmentation of Dental X-Ray Records.
Proceedings of the Advances in Biometrics, International Conference, 2006

Modeling Intra-class Variation for Nonideal Iris Recognition.
Proceedings of the Advances in Biometrics, International Conference, 2006

Two-Dimensional Wiener Filters for Error Resilient Time Domain Lapped Transform.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Multispectral Iris Analysis: A Preliminary Study51.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006

2005
Demosaicing by successive approximation.
IEEE Trans. Image Process., 2005

Improved wavelet decoding via set theoretic estimation.
IEEE Trans. Circuits Syst. Video Technol., 2005

Contour Adaptive Image Coding.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Layered Representation for Pedestrian Detection and Tracking in Infrared Imagery.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2005

2004
Scalable video compression via overcomplete motion compensated wavelet coding.
Signal Process. Image Commun., 2004

Distributed coding of multispectral images: a set theoretic approach.
Proceedings of the 2004 International Conference on Image Processing, 2004

2003
On exploiting geometric constraint of image wavelet coefficients.
IEEE Trans. Image Process., 2003

A Fast and Efficient Topological Coding Algorithm for Compound Images.
EURASIP J. Adv. Signal Process., 2003

New directions in video coding.
Proceedings of the Visual Communications and Image Processing 2003, 2003

Fast and Efficient Block Motion Estimation in the Wavelet Space.
Proceedings of the 2003 International Symposium on Information Technology (ITCC 2003), 2003

2002
Novel sequential error-concealment techniques using orientation adaptive interpolation.
IEEE Trans. Circuits Syst. Video Technol., 2002

High-performance resolution-scalable video coding via all-phase motion-compensated prediction of wavelet coefficients.
Proceedings of the Visual Communications and Image Processing 2002, 2002

Efficient motion field representation in the wavelet domain.
Proceedings of the 2002 International Conference on Image Processing, 2002

On exploiting phase constraint with image wavelet coefficients.
Proceedings of the 2002 International Conference on Image Processing, 2002

Blind image quality assessment.
Proceedings of the 2002 International Conference on Image Processing, 2002

Embedded Coding of Palette Images in the Topological Space.
Proceedings of the 2002 Data Compression Conference (DCC 2002), 2002

Low Bit Rate Image Coding in the Scale Space.
Proceedings of the 2002 Data Compression Conference (DCC 2002), 2002

2001
New edge-directed interpolation.
IEEE Trans. Image Process., 2001

Edge-directed prediction for lossless compression of natural images.
IEEE Trans. Image Process., 2001

Block-based segmentation and adaptive coding for visually lossless compression of scanned documents.
Proceedings of the 2001 International Conference on Image Processing, 2001

On the study of lossless compression of computer generated compound images.
Proceedings of the 2001 International Conference on Image Processing, 2001

All-phase motion compensated prediction in the wavelet domain for high performance video coding.
Proceedings of the 2001 International Conference on Image Processing, 2001

2000
Transparent and Robust Audio Data Hiding in Subband Domain.
Proceedings of the 2000 International Symposium on Information Technology (ITCC 2000), 2000

Transparent and Robust Audio Data Hiding in Cepstrum Domain.
Proceedings of the 2000 IEEE International Conference on Multimedia and Expo, 2000

Spatially Adaptive Image Denoising Under OverComplete Expansion.
Proceedings of the 2000 International Conference on Image Processing, 2000

1998
On Implementing Transforms from Integers to Integers.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998


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