Xiuwen Liu

According to our database, Xiuwen Liu authored at least 167 papers between 1993 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Self-Interested Coalitional Crowdsensing for Multi-Agent Interactive Environment Monitoring.

Xiuwen Liu, Xinghua Lei, Xin Li, Sirui Chen

Sensors, January, 2024

Intriguing Differences Between Zero-Shot and Systematic Evaluations of Vision-Language Transformer Models.

Shaeke Salman, Md Montasir Bin Shams, Xiuwen Liu, Lingjiong Zhu

CoRR, 2024

Intriguing Equivalence Structures of the Embedding Space of Vision Transformers.

Shaeke Salman, Md Montasir Bin Shams, Xiuwen Liu

CoRR, 2024

2023

Social distance "nudge:" a context aware mHealth intervention in response to COVID pandemics.

Shuyuan Mary Ho, Xiuwen Liu, Md Shamim Seraj, Sabrina Dickey

Comput. Math. Organ. Theory, September, 2023

Group effect-based privacy-preserving data aggregation for mobile crowdsensing.

Xiuwen Liu, Yanjiao Chen

Comput. Networks, February, 2023

Inductive Link Prediction in Knowledge Graphs using Path-based Neural Networks.

Canlin Zhang, Xiuwen Liu

CoRR, 2023

Nonlinear Correct and Smooth for Semi-Supervised Learning.

Yuanhang Shao, Xiuwen Liu

CoRR, 2023

Automatic Historical Stock Price Dataset Generation Using Python.

Arunima Mandal, Yuanhang Shao, Xiuwen Liu

CoRR, 2023

Improved Stock Price Movement Classification Using News Articles Based on Embeddings and Label Smoothing.

Luis Villamil, Ryan Bausback, Shaeke Salman, Ting L. Liu, Conrad Horn, Xiuwen Liu

CoRR, 2023

Understanding the Spectral Bias of Coordinate Based MLPs Via Training Dynamics.

John Lazzari, Xiuwen Liu

CoRR, 2023

Facial Deepfake Detection Using Gaussian Processes.

Uzoamaka Ezeakunne, Xiuwen Liu

Proceedings of the Image and Video Technology - 11th Pacific-Rim Symposium, 2023

2022

Dense Embeddings Preserving the Semantic Relationships in WordNet.

Canlin Zhang, Xiuwen Liu

Proceedings of the International Joint Conference on Neural Networks, 2022

Geometric Analysis and Metric Learning of Instruction Embeddings.

Sajib Biswas, Timothy Barao, John Lazzari, Jeret McCoy, Xiuwen Liu, Alexander Kostandarithes

Proceedings of the International Joint Conference on Neural Networks, 2022

2021

High-resolution home location prediction from Twitter activities using consensus deep learning.

Meysam Ghaffari, Ashok Srinivasan, Xiuwen Liu, Shayok Chakraborty

Soc. Netw. Anal. Min., 2021

Trust-Aware sensing Quality estimation for team Crowdsourcing in social IoT.

Xiuwen Liu, Jianming Fu, Yanjiao Chen, Weichen Luo, Zihan Tang

Comput. Networks, 2021

The domestic computer science graduate students are there, we just need to recruit them.

David B. Whalley, Xin Yuan, Xiuwen Liu

Commun. ACM, 2021

Too Much in Common: Shifting of Embeddings in Transformer Language Models and its Implications.

Daniel Bis, Maksim Podkorytov, Xiuwen Liu

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

How Can the [MASK] Know? The Sources and Limitations of Knowledge in BERT.

Maksim Podkorytov, Daniel Bis, Xiuwen Liu

Proceedings of the International Joint Conference on Neural Networks, 2021

Optimism/Pessimism Prediction of Twitter Messages and Users Using BERT with Soft Label Assignment.

Ali Alshahrani, Meysam Ghaffari, Kobra Amirizirtol, Xiuwen Liu

Proceedings of the International Joint Conference on Neural Networks, 2021

Trust-aware Crowdsourcing for Radio Environment Mapping with Privacy Preservation.

Xiuwen Liu, Yanjiao Chen

Proceedings of the IEEE International Symposium on Dynamic Spectrum Access Networks, 2021

2020

Explainable artificial intelligence models using real-world electronic health record data: a systematic scoping review.

Seyedeh Neelufar Payrovnaziri, Zhaoyi Chen, Pablo Rengifo-Moreno, Tim Miller, Jiang Bian, Jonathan H. Chen, Xiuwen Liu, Zhe He

J. Am. Medical Informatics Assoc., 2020

Event evolution model for cybersecurity event mining in tweet streams.

Xiuwen Liu, Jianming Fu, Yanjiao Chen

Inf. Sci., 2020

MFRep: Joint user and employer alignment across heterogeneous social networks.

Xiuwen Liu, Yanjiao Chen, Jianming Fu

Neurocomputing, 2020

Preserving the Hypernym Tree of WordNet in Dense Embeddings.

Canlin Zhang, Xiuwen Liu

CoRR, 2020

SPWalk: Similar Property Oriented Feature Learning for Phishing Detection.

Xiuwen Liu, Jianming Fu

IEEE Access, 2020

Towards Quantifying Intrinsic Generalization of Deep ReLU Networks.

Shaeke Salman, Canlin Zhang, Xiuwen Liu, Washington Mio

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

DeepConsensus: Consensus-based Interpretable Deep Neural Networks with Application to Mortality Prediction.

Shaeke Salman, Seyedeh Neelufar Payrovnaziri, Xiuwen Liu, Pablo Rengifo-Moreno, Zhe He

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Effects of Architecture and Training on Embedding Geometry and Feature Discriminability in BERT.

Maksim Podkorytov, Daniel Bis, Jinglun Cai, Kobra Amirizirtol, Xiuwen Liu

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Explaining AI for Malware Detection: Analysis of Mechanisms of MalConv.

Shamik Bose, Timothy Barao, Xiuwen Liu

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Identifying Optimism and Pessimism in Twitter Messages Using XLNet and Deep Consensus.

Ali Alshahrani, Meysam Ghaffari, Kobra Amirizirtol, Xiuwen Liu

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

3D Visualization of Chart Scenery Based on OSG.

Jinming Song, Xiuwen Liu, Peng Gao

Proceedings of the CSAE 2020: The 4th International Conference on Computer Science and Application Engineering, 2020

2019

Saliency-aware inter-image color transfer for image manipulation.

Xiuwen Liu, Zhi Liu, Qihan Jiao, Olivier Le Meur, Wan-Lei Zhao

Multim. Tools Appl., 2019

Interpretable Deep Neural Networks for Patient Mortality Prediction: A Consensus-based Approach.

Shaeke Salman, Seyedeh Neelufar Payrovnaziri, Xiuwen Liu, Zhe He

CoRR, 2019

Overfitting Mechanism and Avoidance in Deep Neural Networks.

Shaeke Salman, Xiuwen Liu

CoRR, 2019

Biomedical word sense disambiguation with bidirectional long short-term memory and attention-based neural networks.

Canlin Zhang, Daniel Bis, Xiuwen Liu, Zhe He

BMC Bioinform., 2019

An Analysis on the Learning Rules of the Skip-Gram Model.

Canlin Zhang, Xiuwen Liu, Daniel Bis

Proceedings of the International Joint Conference on Neural Networks, 2019

Sparsity as the Implicit Gating Mechanism for Residual Blocks.

Shaeke Salman, Xiuwen Liu

Proceedings of the International Joint Conference on Neural Networks, 2019

Saliency-Guided Image Style Transfer.

Xiuwen Liu, Zhi Liu, Xiaofei Zhou, Minyu Chen

Proceedings of the IEEE International Conference on Multimedia & Expo Workshops, 2019

Next-generation high-resolution vector-borne disease risk assessment.

Meysam Ghaffari, Ashok Srinivasan, Anuj Mubayi, Xiuwen Liu, Krishnan Viswanathan

Proceedings of the ASONAM '19: International Conference on Advances in Social Networks Analysis and Mining, 2019

High-resolution home location prediction from tweets using deep learning with dynamic structure.

Meysam Ghaffari, Ashok Srinivasan, Xiuwen Liu

Proceedings of the ASONAM '19: International Conference on Advances in Social Networks Analysis and Mining, 2019

2018

Land cover classification from multi-temporal, multi-spectral remotely sensed imagery using patch-based recurrent neural networks.

Atharva Sharma, Xiuwen Liu, Xiaojun Yang

Neural Networks, 2018

Correction to: Evaluating semantic relations in neural word embeddings with biomedical and general domain knowledge bases.

Zhiwei Chen, Zhe He, Xiuwen Liu, Jiang Bian

BMC Medical Informatics Decis. Mak., 2018

Evaluating semantic relations in neural word embeddings with biomedical and general domain knowledge bases.

Zhiwei Chen, Zhe He, Xiuwen Liu, Jiang Bian

BMC Medical Informatics Decis. Mak., 2018

Layered Multistep Bidirectional Long Short-Term Memory Networks for Biomedical Word Sense Disambiguation.

Daniel Bis, Canlin Zhang, Xiuwen Liu, Zhe He

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

2017

A patch-based convolutional neural network for remote sensing image classification.

Atharva Sharma, Xiuwen Liu, Xiaojun Yang, Di Shi

Neural Networks, 2017

Visualization of oil spill at sea surface based on texture projection.

Changjun Zou, Yong Yin, Xiuwen Liu, Haijiang Li

Int. J. Model. Simul. Sci. Comput., 2017

An exploration of semantic relations in neural word embeddings using extrinsic knowledge.

Zhiwei Chen, Zhe He, Xiuwen Liu, Jiang Bian

Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017

2016

Computer-Mediated Deception: Strategies Revealed by Language-Action Cues in Spontaneous Communication.

Shuyuan Mary Ho, Jeffrey T. Hancock, Cheryl Booth, Xiuwen Liu

J. Manag. Inf. Syst., 2016

TBAS: Enhancing Wi-Fi Authentication by Actively Eliciting Channel State Information.

Muye Liu, Avishek Mukherjee, Zhenghao Zhang, Xiuwen Liu

Proceedings of the 13th Annual IEEE International Conference on Sensing, 2016

<i>Saint or Sinner</i>? Language-Action Cues for Modeling Deception Using Support Vector Machines.

Shuyuan Mary Ho, Xiuwen Liu, Cheryl Booth, Aravind Hariharan

Proceedings of the Social, Cultural, and Behavioral Modeling, 9th International Conference, 2016

Fast Nearest Neighbor Search with Transformed Residual Quantization.

Jiangbo Yuan, Xiuwen Liu

Proceedings of the 15th IEEE International Conference on Machine Learning and Applications, 2016

Real or Spiel? A Decision Tree Approach for Automated Detection of Deceptive Language-Action Cues.

Shuyuan Mary Ho, Jeffrey T. Hancock, Cheryl Booth, Xiuwen Liu, Muye Liu, Shashanka Surya Timmarajus, Mike Burmester

Proceedings of the 49th Hawaii International Conference on System Sciences, 2016

Demystifying Insider Threat: Language-Action Cues in Group Dynamics.

Shuyuan Mary Ho, Jeffrey T. Hancock, Cheryl Booth, Mike Burmester, Xiuwen Liu, Shashanka Surya Timmarajus

Proceedings of the 49th Hawaii International Conference on System Sciences, 2016

2015

Transformed Residual Quantization for Approximate Nearest Neighbor Search.

Jiangbo Yuan, Xiuwen Liu

CoRR, 2015

A scalable spatiotemporal inference framework based on statistical shape analysis for natural ecosystem monitoring by remote sensing.

Xiuwen Liu, Atharva Sharma, Xiaojun Yang, Nigel Nye

Proceedings of the 8th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2015

Liar, Liar, IM on Fire: Deceptive language-action cues in spontaneous online communication.

Shuyuan Mary Ho, Jeffrey T. Hancock, Cheryl Booth, Xiuwen Liu, Shashanka Surya Timmarajus, Mike Burmester

Proceedings of the 2015 IEEE International Conference on Intelligence and Security Informatics, 2015

Nano-scale context-sensitive semantic segmentation.

Nan Zhao, Chaity Banerjee, Xiuwen Liu

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Product tree quantization for approximate nearest neighbor search.

Jiangbo Yuan, Xiuwen Liu

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Preventing Cyber-induced Irreversible Physical Damage to Cyber-Physical Systems.

Jaewon Yang, Xiuwen Liu, Shamik Bose

Proceedings of the 10th Annual Cyber and Information Security Research Conference, 2015

A path based approach to quantifying the progression of Alzheimer's disease.

Prabesh Kanel, Xiuwen Liu

Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015

2014

Dyadic Attribution: A Theoretical Model for Interpreting Online Words and Actions.

Shuyuan Mary Ho, Shashanka Surya Timmarajus, Mike Burmester, Xiuwen Liu

Proceedings of the Social Computing, Behavioral-Cultural Modeling and Prediction, 2014

2013

Trusted Group Key Management for Real-Time Critical Infrastructure Protection.

Jonathan Jenkins, Sean Easton, David Guidry, Mike Burmester, Xiuwen Liu, Xin Yuan, Joshua Lawrence, Sereyvathana Ty

Proceedings of the 32th IEEE Military Communications Conference, 2013

Towards a secure electricity grid.

Mike Burmester, Joshua Lawrence, David Guidry, Sean Easton, Sereyvathana Ty, Xiuwen Liu, Xin Yuan, Jonathan Jenkins

Proceedings of the 2013 IEEE Eighth International Conference on Intelligent Sensors, 2013

Transform Residual K-Means Trees for Scalable Clustering.

Jiangbo Yuan, Xiuwen Liu

Proceedings of the 13th IEEE International Conference on Data Mining Workshops, 2013

2012

A cyber-physical approach to a wide-area actionable system for the power grid.

Josef D. Allen, Xiuwen Liu, Ivan Lozano, Xin Yuan

Proceedings of the 31st IEEE Military Communications Conference, 2012

A novel index structure for large scale image descriptor search.

Jiangbo Yuan, Xiuwen Liu

Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Efficient Mining of Repetitions in Large-Scale TV Streams with Product Quantization Hashing.

Jiangbo Yuan, Guillaume Gravier, Sébastien Campion, Xiuwen Liu, Hervé Jégou

Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012

A Trusted Computing Architecture for Secure Substation Automation.

David Guidry, Mike Burmester, Xiuwen Liu, Jonathan Jenkins, Sean Easton, Xin Yuan

Proceedings of the Critical Information Infrastructures Security, 2012

Quantitative models for statistical nucleosome occupancy prediction.

Yu Zhang, Xiuwen Liu, Jonathan H. Dennis

Proceedings of the 2012 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2012

One-base-pair localization of nucleosomes.

Xiuwen Liu, Yu Zhang, Teng L. Liu, Jonathan H. Dennis

Proceedings of the 2012 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2012

2011

Efficient Path-Based Stereo Matching With Subpixel Accuracy.

Arturo Donate, Xiuwen Liu, Emmanuel G. Collins Jr.

IEEE Trans. Syst. Man Cybern. Part B, 2011

Laser-based rut detection and following system for autonomous ground vehicles.

Camilo Ordonez, Oscar Y. Chuy, Emmanuel G. Collins Jr., Xiuwen Liu

J. Field Robotics, 2011

FISH Finder: a high-throughput tool for analyzing FISH images.

James W. Shirley, Sereyvathana Ty, Shin-ichiro Takebayashi, Xiuwen Liu, David M. Gilbert

Bioinform., 2011

Spectral signatures of point clouds and applications to detection of Alzheimer's Disease through Neuroimaging.

Jonathan Bates, Dominic Pafundi, Prabesh Kanel, Xiuwen Liu, Washington Mio

Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

A hybrid PCA-LDA model for dimension reduction.

Nan Zhao, Washington Mio, Xiuwen Liu

Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

Preventing cascading event: a distributed cyber-physical approach.

Josef D. Allen, Sereyvathana Ty, Xiuwen Liu, Ivan Lozano

Proceedings of the 7th Cyber Security and Information Intelligence Research Workshop, 2011

Generative/discriminative models for nucleosome positioning.

Yu Zhang, Xiuwen Liu

Proceedings of the 2011 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2011

An accurate and reliable method for automatic picking of HIV/SIV spikes.

Chaity B. Mukherjee, Hanspeter Winkler, Xiuwen Liu, Moumita Dutta, Kenneth H. Roux, Kenneth A. Taylor

Proceedings of the 2011 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2011

Early detection of Alzheimer's based on intrinsic measurements.

Prabesh Kanel, Xiuwen Liu, Washington Mio

Proceedings of the 2011 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2011

2010

Three Dimensional Information Extraction and Applications to Video Analysis.

Arturo Donate, Xiuwen Liu

Proceedings of the Video Search and Mining, 2010

A Computational Model of Multidimensional Shape.

Xiuwen Liu, Yonggang Shi, Ivo D. Dinov, Washington Mio

Int. J. Comput. Vis., 2010

A Riemannian model of regional degeneration of the hippocampus in Alzheimer's disease.

Xiuwen Liu, Yonggang Shi, Ying Wang, Paul M. Thompson, Washington Mio

Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

Scale-Space Spectral Representation of Shape.

Jonathan Bates, Xiuwen Liu, Washington Mio

Proceedings of the 20th International Conference on Pattern Recognition, 2010

A Model of Volumetric Shape for the Analysis of Longitudinal Alzheimer's Disease Data.

Xinyang Liu, Xiuwen Liu, Yonggang Shi, Paul M. Thompson, Washington Mio

Proceedings of the Computer Vision, 2010

Shot boundary detection in videos using robust three-dimensional tracking.

Arturo Donate, Xiuwen Liu

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2010

3D structure estimation from monocular video clips.

Arturo Donate, Xiuwen Liu

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2010

On generalization of performance of classifiers for steganalysis.

Josef D. Allen, Xiuwen Liu, Liam M. Mayron, Washington Mio

Proceedings of the 6th Cyber Security and Information Intelligence Research Workshop, 2010

DNA sequence feature selection for intrinsic nucleosome positioning signals using AdaBoost.

Yu Zhang, Xiuwen Liu, Justin A. Fincher, Jonathan H. Dennis

Proceedings of the First ACM International Conference on Bioinformatics and Computational Biology, 2010

2009

Shape of Elastic Strings in Euclidean Space.

Washington Mio, John C. Bowers, Xiuwen Liu

Int. J. Comput. Vis., 2009

Rut Tracking and Steering Control for Autonomous Rut Following.

Camilo Ordonez, Oscar Y. Chuy, Emmanuel G. Collins Jr., Xiuwen Liu

Proceedings of the IEEE International Conference on Systems, 2009

Rut detection and following for autonomous ground vehicles.

Camilo Ordonez, Oscar Chuy, Emmanuel G. Collins Jr., Xiuwen Liu

Proceedings of the Robotics: Science and Systems V, University of Washington, Seattle, USA, June 28, 2009

Spherical Representations of Shape Using Parametrizations with Minimal Distortion.

Yue Qiu, Ying Wang, Xiuwen Liu, Washington Mio

Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

Mapping Hippocampal Atrophy with a Multi-Scale Model of Shape.

Xinyang Liu, Yonggang Shi, Jonathan H. Morra, Xiuwen Liu, Paul M. Thompson, Washington Mio

Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

Registration of Contours of Brain Structures Through a Heat-Kernel Representation of Shape.

Jonathan Bates, Ying Wang, Xiuwen Liu, Washington Mio

Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

Optimal dimension reduction for image retrieval with correlation metrics.

Yuhua Zhu, Washington Mio, Xiuwen Liu

Proceedings of the International Joint Conference on Neural Networks, 2009

Image retrieval based on intrinsic spectral histogram representation.

Yuhua Zhu, Xiuwen Liu, Washington Mio

Proceedings of the International Joint Conference on Neural Networks, 2009

Linear Representation Learning Using Sphere Factor Analysis.

Yiming Wu, Xiuwen Liu, Washington Mio

Proceedings of the International Conference on Machine Learning and Applications, 2009

2008

Learning representations for object classification using multi-stage optimal component analysis.

Yiming Wu, Xiuwen Liu, Washington Mio

Neural Networks, 2008

Two-stage optimal component analysis.

Yiming Wu, Xiuwen Liu, Washington Mio, Kyle A. Gallivan

Comput. Vis. Image Underst., 2008

Models of Normal Variation and Local Contrasts in Hippocampal Anatomy.

Xinyang Liu, Washington Mio, Yonggang Shi, Ivo D. Dinov, Xiuwen Liu, Natasha Leporé, Franco Lepore, Madeleine Fortin, Patrice Voss, Maryse Lassonde, Paul M. Thompson

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008

Transductive optimal component analysis.

Yuhua Zhu, Yiming Wu, Xiuwen Liu, Washington Mio

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Kernel functions for robust 3D surface registration with spectral embeddings.

Xiuwen Liu, Arturo Donate, Matthew Jemison, Washington Mio

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Efficient and accurate subpixel path based stereo matching.

Arturo Donate, Ying Wang, Xiuwen Liu, Emmanuel G. Collins Jr.

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

A Stochastic Clustering Auction (SCA) for Centralized and Distributed Task Allocation in Multi-agent Teams.

Kai Zhang, Emmanuel G. Collins Jr., Dongqing Shi, Xiuwen Liu, Oscar Chuy Jr.

Proceedings of the Distributed Autonomous Robotic Systems 8, 2008

Human-aware robot motion planning with velocity constraints.

Dongqing Shi, Emmanuel G. Collins Jr., Arturo Donate, Xiuwen Liu, Brian F. Goldiez, Damion D. Dunlap

Proceedings of the 2008 International Symposium on Collaborative Technologies and Systems, 2008

2007

Optimal Factor Analysis and Applications to Content-Based Image Retrieval.

Yuhua Zhu, Washington Mio, Xiuwen Liu

Proceedings of the Computer Vision and Computer Graphics. Theory and Applications, 2007

A learning approach to content-based image categorization and retrieval.

Washington Mio, Yuhua Zhu, Xiuwen Liu

Proceedings of the VISAPP 2007: Proceedings of the Second International Conference on Computer Vision Theory and Applications, Barcelona, Spain, March 8-11, 2007, 2007

Parametrization, alignment and shape of spherical surfaces.

Xiuwen Liu, John Bowers, Washington Mio

Proceedings of the VISAPP 2007: Proceedings of the Second International Conference on Computer Vision Theory and Applications, Barcelona, Spain, March 8-11, 2007, 2007

Multi-Stage Optimal Component Analysis.

Yiming Wu, Xiuwen Liu, Washington Mio

Proceedings of the International Joint Conference on Neural Networks, 2007

Scalable optimal linear representation for face and object recognition.

Yiming Wu, Xiuwen Liu, Washington Mio

Proceedings of the Sixth International Conference on Machine Learning and Applications, 2007

Content-Based Image Categorization and Retrieval using Neural Networks.

Yuhua Zhu, Xiuwen Liu, Washington Mio

Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

Modeling Brain Anatomy with 3D Arrangements of Curves.

Washington Mio, John C. Bowers, Monica K. Hurdal, Xiuwen Liu

Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

2006

Face recognition using optimal linear components of range images.

Anuj Srivastava, Xiuwen Liu, Curt Hesher

Image Vis. Comput., 2006

Contour Inferences for Image Understanding.

Washington Mio, Anuj Srivastava, Xiuwen Liu

Int. J. Comput. Vis., 2006

Rotation Invariant Face Detection using Spectral Histograms and Support Vector Machines.

Christopher A. Waring, Xiuwen Liu

Proceedings of the International Conference on Image Processing, 2006

Landmark Representation of Shapes and Fisher-Rao Geometry.

Washington Mio, Xiuwen Liu

Proceedings of the International Conference on Image Processing, 2006

Splitting Factor Analysis and Multi-Class Boosting.

Xiuwen Liu, Washington Mio

Proceedings of the International Conference on Image Processing, 2006

Recognition using Rapid Classification Tree.

Keith Haynes, Xiuwen Liu, Washington Mio

Proceedings of the International Conference on Image Processing, 2006

Construct Low-Cost Multi-Projector Tiled Display System for Marine Simulator.

Xiuwen Liu, Cui Xie, Yicheng Jin, Yong Yin

Proceedings of the 16th International Conference on Artificial Reality and Telexistence, 2006

Feature-Preserving Simplification of Texture-Mapped Models.

Xiuwen Liu, Cui Xie, Yicheng Jin

Proceedings of the Third International Conference on Computer Graphics, 2006

2005

Face detection using spectral histograms and SVMs.

Christopher A. Waring, Xiuwen Liu

IEEE Trans. Syst. Man Cybern. Part B, 2005

Statistical Shape Analysis: Clustering, Learning, and Testing.

Anuj Srivastava, Shantanu H. Joshi, Washington Mio, Xiuwen Liu

IEEE Trans. Pattern Anal. Mach. Intell., 2005

Tools for application-driven linear dimension reduction.

Anuj Srivastava, Xiuwen Liu

Neurocomputing, 2005

A Prototype of the Web-Based Marine Training Environment.

Cui Xie, Xiuwen Liu, Yicheng Jin

Proceedings of the Advances in Web-Based Learning - ICWL 2005, 4th International Conference, Hong Kong, China, July 31, 2005

Non-parametric information geometry and multi-scale models of texture.

Washington Mio, Dennis Badlyans, Xiuwen Liu

Proceedings of the 13th European Signal Processing Conference, 2005

A Computational Approach to Fisher Information Geometry with Applications to Image Analysis.

Washington Mio, Dennis Badlyans, Xiuwen Liu

Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2005

Kernel Methods for Nonlinear Discriminative Data Analysis.

Xiuwen Liu, Washington Mio

Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2005

3D Scene Transmission for Web-Based Shiphandling Training.

Cui Xie, Xiuwen Liu, Yicheng Jin

Proceedings of the 2005 International Conference on Computer Graphics, 2005

2004

Optimal Linear Representations of Images for Object Recognition.

Xiuwen Liu, Anuj Srivastava, Kyle A. Gallivan

IEEE Trans. Pattern Anal. Mach. Intell., 2004

Real-time ocean wave in multi-channel marine simulator.

Cui Xie, Yicheng Jin, Xiuwen Liu

Proceedings of the Proceedings VRCAI 2004, 2004

Web-Based Collaborative Learning System Design for Navigation Education and Training.

Cui Xie, Yicheng Jin, Xiuwen Liu, Yong Yin

Proceedings of the Advances in Web-Based Learning, 2004

Learning and Bayesian Shape Extraction for Object Recognition.

Washington Mio, Anuj Srivastava, Xiuwen Liu

Proceedings of the Computer Vision, 2004

Hierarchical Organization of Shapes for Efficient Retrieval.

Shantanu H. Joshi, Anuj Srivastava, Washington Mio, Xiuwen Liu

Proceedings of the Computer Vision, 2004

Kernel Optimal Component Analysis.

Qiang Zhang, Xiuwen Liu

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2004

Real Time Texture Classification using Field Programmable Gate Arrays.

Geoffrey Wall, Faizal Iqbal, Jason C. Isaacs, Xiuwen Liu, Simon Y. Foo

Proceedings of the 33rd Applied Image Pattern Recognition Workshop (AIPR 2004), 2004

A Computational Framework for Real-time Detection and Recognition of Large Number of Classes.

Xiuwen Liu

Proceedings of the 33rd Applied Image Pattern Recognition Workshop (AIPR 2004), 2004

Web-Based Maritime Training Environment.

Cui Xie, Yicheng Jin, Xiuwen Liu, Yong Yin

Proceedings of the 2004 International Conference on Computer and Information Technology (CIT 2004), 2004

2003

Texture classification using spectral histograms.

Xiuwen Liu, DeLiang L. Wang

IEEE Trans. Image Process., 2003

Intrinsic generalization analysis of low dimensional representations.

Xiuwen Liu, Anuj Srivastava, DeLiang L. Wang

Neural Networks, 2003

Statistical hypothesis pruning for identifying faces from infrared images.

Anuj Srivastava, Xiuwen Liu

Image Vis. Comput., 2003

Geometric Analysis of Constrained Curves.

Anuj Srivastava, Xiuwen Liu, Washington Mio, Eric Klassen

Proceedings of the Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, 2003

Stochastic Search for Optimal Linear Representations of Images on Spaces with Orthogonality Constraints.

Xiuwen Liu, Anuj Srivastava

Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2003

Statistical Search for Hierarchical Linear Optimal Representations of Images.

Qiang Zhang, Xiuwen Liu, Anuj Srivastava

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2003

An Integrated Learning Framework for Recognition Based on Images.

Xiuwen Liu, Anuj Srivastava

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2003

Learning Optimal Representations for Image Retrieval Applications.

Xiuwen Liu, Anuj Srivastava, Donghu Sun

Proceedings of the Image and Video Retrieval, Second International Conference, 2003

Spectral Histogram Representations for Visual Modeling.

Xiuwen Liu, Qiang Zhang

Proceedings of the 32nd Applied Image Pattern Recognition Workshop (AIPR 2003), 2003

2002

Scene analysis by integrating primitive segmentation and associative memory.

DeLiang L. Wang, Xiuwen Liu

IEEE Trans. Syst. Man Cybern. Part B, 2002

Learning in Gibbsian Fields: How Accurate and How Fast Can It Be?

Song Chun Zhu, Xiuwen Liu

IEEE Trans. Pattern Anal. Mach. Intell., 2002

Universal Analytical Forms for Modeling Image Probabilities.

Anuj Srivastava, Xiuwen Liu, Ulf Grenander

IEEE Trans. Pattern Anal. Mach. Intell., 2002

A Spectral Representation for Appearance-Based Classification and Recognition.

Xiuwen Liu, Anuj Srivastava

Proceedings of the 16th International Conference on Pattern Recognition, 2002

Spaces and subspaces of images for recognition.

Xiuwen Liu, Anuj Srivastava

Proceedings of the 2002 International Conference on Image Processing, 2002

Analytical Image Models and Their Applications.

Anuj Srivastava, Xiuwen Liu, Ulf Grenander

Proceedings of the Computer Vision, 2002

2001

Extraction of hydrographic regions from remote sensing images using an oscillator network with weight adaptation.

Xiuwen Liu, Ke Chen, DeLiang Wang

IEEE Trans. Geosci. Remote. Sens., 2001

Analytical models for reduced spectral representations of images.

Anuj Srivastava, Xiuwen Liu, Ulf Grenander

Proceedings of the 2001 International Conference on Image Processing, 2001

Image segmentation using local spectral histograms.

Xiuwen Liu, DeLiang L. Wang, Anuj Srivastava

Proceedings of the 2001 International Conference on Image Processing, 2001

2000

Weight adaptation and oscillatory correlation for image segmentation.

Ke Chen, DeLiang L. Wang, Xiuwen Liu

IEEE Trans. Neural Networks Learn. Syst., 2000

Boundary detection by contextual non-linear smoothing.

Xiuwen Liu, DeLiang L. Wang, J. Raul Ramirez

Pattern Recognit., 2000

Exploring Texture Ensembles by Efficient Markov Chain Monte Carlo-Toward a 'Trichromacy' Theory of Texture.

Song Chun Zhu, Xiuwen Liu, Ying Nian Wu

IEEE Trans. Pattern Anal. Mach. Intell., 2000

Equivalence of Julesz Ensembles and FRAME Models.

Ying Nian Wu, Song Chun Zhu, Xiuwen Liu

Int. J. Comput. Vis., 2000

1999

Range image segmentation using a relaxation oscillator network.

Xiuwen Liu, DeLiang L. Wang

IEEE Trans. Neural Networks, 1999

Perceptual Organization Based on Temporal Dynamics.

Xiuwen Liu, DeLiang L. Wang

Proceedings of the Advances in Neural Information Processing Systems 12, [NIPS Conference, Denver, Colorado, USA, November 29, 1999

A boundary-pair representation for perception modeling.

Xiuwen Liu, DeLiang Wang

Proceedings of the International Joint Conference Neural Networks, 1999

Equivalence of Julesz and Gibbs Texture Ensembles.

Ying Nian Wu, Song Chun Zhu, Xiuwen Liu

Proceedings of the International Conference on Computer Vision, 1999

1998

Oriented Statistical Nonlinear Smoothing Filter.

Xiuwen Liu, DeLiang L. Wang, J. Raul Ramirez

Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

1997

Visualization of plant growth.

Jeremy J. Loomis, Xiuwen Liu, Zhaohua Ding, Kikuo Fujimura, Michael L. Evans, Hideo Ishikawa

Proceedings of the 8th IEEE Visualization Conference, 1997

Range image segmentation using an oscillatory network.

Xiuwen Liu, DeLiang Wang

Proceedings of International Conference on Neural Networks (ICNN'97), 1997

1993

A Robust Motion Planner for Assembly Robots.

Yongcheng Li, Bo Zhang, Xiuwen Liu

Proceedings of the 1993 IEEE International Conference on Robotics and Automation, 1993