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Publications by Year (by category)

Books

• Jing Hua, Jiaxi Hu and Zichun Zhong "Spectral Geometry of Shapes: Principles and Applications," First Edition, Academic Press, Elsevier, November 2019.

 Peer-Reviewed Journal and Conference Papers

    2024

• Guoli Yan, Zichun Zhong, and Jing Hua, "Self-Supervised 3D Human Mesh Recovery from a Single Image with Uncertainty-Aware Learning," In Proceedings of the 38th Annual AAAI Conference on Artificial Intelligence (AAAI '24), 2024.

    2023

• Sijia Jiang, Jing Hua, and Zhizhong Han, "Coordinate Quantized Neural Implicit Representations for Multi-view Reconstruction, " In Proceedings of International Conference on Computer Vision (ICCV '23), 2023 [supplement].

• Umar Khalid, Hasan Iqbal, Saeed Vahidian, Jing Hua, and Chen Chen, "CEFHRI: A Communication Efficient Federated Learning Framework for Recognizing Industrial Human-Robot Interaction," In Proceedings of IEEE/RSJ International Conference on Intelligent Robots (IROS '23), 2023.

• Artem Komarichev, Jing Hua, and Zichun Zhong, "DiffSVR: Differentiable Neural Implicit Surface Rendering for Single-View Reconstruction with Highly Sparse Depth Prior," Computer-Aided Design, 2023.

• Hasan Iqbal, Umar Khalid, Jing Hua, and Chen Chen, mDDPM: Unsupervised Anomaly Detection in Medical Images Using Masked Diffusion Model. In: Machine Learning in Medical Imaging (MLMI '23), Springer, 2023.

    2022

• Artem Komarichev, Jing Hua, and Zichun Zhong, "Learning Geometry-Aware Joint Latent Space for Simultaneous Multimodal Shape Generation," Computer-Aided Geometric Design, Vol. 93, 2022.

• Yuanfeng Lian, Dingru Gu, and Jing Hua, "Multitask Learning for Image Translation and Salient Object Detection from Multimodal Remote Sensing Images," The Visual Computer, 2022 (accepted).

    2021

• Y. Wang, G. Yan, H. Zhu, S. Buch, Y. Wang, E. M. Haacke, J. Hua, and Z. Zhong, "VC-Net: Deep Volume-Composition Networks for Segmentation and Visualization of Highly Sparse and Noisy Image Data," IEEE Transactions on Visualization and Computer Graphics (IEEE VIS '20), Vol. 27, No. 1, 2021.

• Yuanfeng Lian, Dingru Gu, and Jing Hua, "SORCNet: Robust Non-rigid Shape Correspondence with Enhanced Descriptors by Shared Optimized Res-CapsuleNet," The Visual Computer, 2021 (accepted).

    2020

• Hajar Hamidian, Zichun Zhong, Farshad Fotouhi, and Jing Hua, "Surface Registration with Eigenvalues and Eigenvectors," IEEE Transactions on Visualization and Computer Graphics, Vol. 26, No. 11, pp. 3327-3339, 2020.

• Yifan Wang, Zichun Zhong, and Jing Hua, "DeepOrganNet: On-the-Fly Reconstruction and Visualization of 3D/4D Lung Models from Single-View Projections by Deep Deformation Network," IEEE Transactions on Visualization and Computer Graphics (IEEE VIS '19), Vol. 26, No. 1, pp. 960 - 970, 2020.

• Yankun Xi, Guoli Yan, Jing Hua, and Zichun Zhong, "JointFontGAN: Joint Geometry-Content GAN for Font Generation via Few-Shot Learning,"  In Proceedings of ACM Multimedia (ACM MM '20), 2020.

• Y. Wang, G. Yan, H. Zhu, S. Buch, Y. Wang, E. M. Haacke, J. Hua, and Z. Zhong, "JointVesselNet: Joint Volume-Projection Convolutional Embedding Networks for 3D Cerebrovascular Segmentation," in Proceedings of the International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI '20), 2020.

    2019

• Artem Komarichev, Zichun Zhong, and Jing Hua, "A-CNN: Annularly Convolutional Neural Networks on Point Clouds," in Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR '19), 2019.

• Hai Jin, Yuanfeng Lian, and Jing Hua, "Learning Facial Expressions with 3D Mesh Convolutional Neural Network," ACM Transactions on Intelligent Systems and Technology, Vol. 10, No. 1, pp. 7:1-7:22, 2019.

• Sikai Zong, Zichun Zhong, and Jing Hua, "Surface Reconstruction by Parallel and Unified Particle-Based Resampling from Point Clouds," Computer-Aided Geometric Design (GMP 19), Vol. 71, pp. 43-62, 2019.

• Biswajit Maharathi, Richard Wlodarski, Shruti Bagla, Eishi Asano, Jing Hua, James Patton, and Jeffrey A. Loeb, "Interictal spike connectivity in human epileptic neocortex," Clinical Neurophysiology, Vol. 130, pp. 270 - 279, 2019.

• Hai Jin, Xun Wang, Yuanfeng Lian, and Jing Hua, "Emotion Information Visualization through Learning of 3D Morphable Face Model," The Visual Computer, Vol. 35, No. 4, 535-548, 2019.

• Boshen Zhang, Jing Hua, Yang Zhao, Jimmy Ching-Ming Chen, Mark Ming-Cheng Cheng, "Fabrication of Biomimetic Artificial Compound Eyes," in the 20th International Conference on Solid-State Sensors, Actuators and Microsystems & Eurosensors XXXIII (TRANSDUCERS & EUROSENSORS XXXIII), 2019.

• Wen-Wu Yang, Jing Hua, and Kun-Yang Yao, "CR-Morph: Controllable Rigid Morphing for 2D Animation," Journal of Computer Science and Technology, Vol. 34, pp. 1109 - 1122, 2019.

    2018

• Zichun Zhong, Bruno Levy, Wenping Wang, Jing Hua, and Xiaohu Guo, "Computing a High-Dimensional Euclidean Embedding from an Arbitrary Smooth Riemannian Metric," ACM Transactions on Graphics (SIGGRAPH '18), Vol. 37, No. 4, pp. 62:1-62:16, August 2018. [Video].

• Jing-Tao Wang, Guoli Yan, Huiyan Wang, and Jing Hua, Pedestrian recognition in multi-camera networks based on deep transfer learning and feature visualization, Neurocomputing Vol. 316, pp. 166-177, 2018.

    2017

• Jiaxi Hu, Hajar Hamidian, Zichun Zhong and Jing Hua, "Visualizing Shape Deformations with Variation of Geometric Spectrum," IEEE Transactions on Visualization and Computer Graphics (IEEE VIS '16), Vol. 23, No. 1, pp. 721 - 730, 2017.

• Ali Shahini, Hai Jin, Zhixian Zhou, Yang Zhao, Pai-Yen Chen, Jing Hua and Mark Cheng, "Toward individually tunable compound eyes with transparent graphene electrode," Bioinspiration & Biomimetics, Vol. 12, No. 4, 2017.

• H. Wang, Y. Yan, J. Hua, Y. Yang, X. Wang, X. Li, J. Deller, G. Zhang, and H. Bao, "Pedestrian Recognition in Multi-camera Networks Using Multilevel Important Salient Feature and Multicategory Incremental Learning," Pattern Recognition, Vol. 67, pp. 340-352, 2017.

• Hai Jin, Xun Wang, Zichun Zhong and Jing Hua, "Robust 3D Face Modeling and Reconstruction from Frontal and Side Images," Computer-Aided Geometric Design, Vol. 50, pp. 1 - 13, 2017.

• Xun Wang, Guoli Yan, Huiyan Wang, Jianhai Fu, Jing Hua, Jingqi Wang, Guofeng Zhang, and Hujun Bao, "Semantic Annotation for Complex Video Street Views based on 2D-3D Multi-feature Fusion and Aggregated Boosting Decision Forests," Pattern Recognition, Vol. 62, pp. 189 - 201, 2017.

    2016

• Zichun Zhong and Jing Hua, "Kernel-Based Adaptive Sampling for Image Reconstruction and Meshing," Computer-Aided Geometric Design (GMP '16), Vol. 43, Pages 68 - 81, 2016.

• Hongwei Zhang, Le Yi Wang, George Yin, Shengbo Eben Li, Keqiang Li, Jing Hua, Yeuhua Wang, Chuan Li, and Hai Jin, "Trustworthy Foundation for CAVs in an Uncertain World: From Wireless Networking, Sensing, and Control to Software-Defined Infrastructure," Road Vehicle Automation, Springer, 2016 (Book Chapter).

• Hajar Hamidian, Jiaxi Hu, Zichun Zhong and Jing Hua, "Quantifying Shape Deformations by Variation of Geometric Spectrum," In Proceedings of the International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI '16), 2016.

• Hai Jin, Xun Wang, Zichun Zhong and Jing Hua, "Robust 3D Face Modeling and Reconstruction from Frontal and Side Images," In International Conference on Geometric Modeling and Processing, 2016.

• Abhimanyu Gosain, Mark Berman, Marshall Brinn, Thomas Mitchell, Chuan Li, Yuehua Wang, Hai Jin, Jing Hua, and Hongwei Zhang, "Enabling Campus Edge Computing using GENI Racks and Mobile Resources," In Proceedings of IEEE/ACM Symposium on Edge Computing, 2016.

    2015

• Xuejiao Chen, Jiaxi Hu, Huiguang He, and Jing Hua, "Spherical Volume-Preserving Demons Registration," Computer-Aided Design (ACM SPM '14), Vol. 58, pp. 99-104, 2015.

• Sandeep Mittal, Daniel Barkmeier, Jing Hua, Darshan Pai, Darren Fuerst, Maysaa Basha, Jeffrey A Loeb, Aashit Shah, "Intracranial EEG analysis in tumor-related epilepsy: Evidence of distant epileptic abnormalities," Clinical Neurophysiology, 2015. 

    2014

• Jiaxi Hu, Guangyu Zou, and Jing Hua, "Volume-Preserving Mapping and Registration for Collective Data Visualization," IEEE Transactions on Visualization and Computer Graphics (IEEE VIS '14), Vol. 20, No. 6, pp. 2664-2673, 2014.

• Vahid Taimouri and Jing Hua, "Deformation Similarity Measurement in Quasi-Conformal Shape Space," Graphical Models, Vol. 76, No. 2, pp. 57-69, 2014.

• Jieqiong Wang, Wenjing Li, Wen Miao, Dai Dai, Jing Hua, and Huiguang He, "Age estimation using cortical surface pattern combining thickness with curvatures," Medical & Biological Engineering & Computing, Vol. 52, No. 4, pp. 331-341, 2014.

• Zhou Liu, Heng Yang, Ming Dong, and Jing Hua, "A Bayesian Framework for Accurate Eye Center Localization," In Proceedings of International Symposium on Visual Computing, ISVC (2), pp. 250-258, 2014.

    2013

• Vahid Taimouri and Jing Hua, "Visualization of Shape Motions in Shape Space," IEEE Transactions on Visualization and Computer Graphics (IEEE VIS '13), Vol. 19, No. 12, 2644-2652, 2013.

• Xuejiao Chen, Huiguang He, Guangyu Zou, Xiaopeng Zhang, Xianfeng Gu, and Jing Hua, "Ricci Flow-based Spherical Parameterization and Surface Registration," Computer Vision and Image Understanding, Vol. 117, No. 9, pp. 1107-1118, 2013.

• Jiaxi Hu and Jing Hua, "Pose Analysis Using Spectral Geometry," The Visual Computer (CGI '13), Vol. 29, No. 9, pp. 949-958, 2013.

• Otto Muzik, Darshan Pai, Csaba Juhasza and Jing Hua, The Need for Clinical Quantification of Combined PET/MRI Data in Pediatric Epilepsy, Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment, Vol. 702, pp. 42 - 46, 2013.

• Xuejiao Chen, Wenjing Li, Jing Hua, Xiaopeng Zhang, and Huiguang He, "Shape Manifold Regression with Spherical Harmonics for Hippocampus Shape Analysis," In Proceedings of SPIE: Medical Imaging, 2013.

• Vahid Taimouri and Jing Hua, "Left Ventricle Motion Classification in the Medial Surface Shape Space," In Proceedings of the 10th International Symposium on Biomedical Imaging, pp. 1114 - 1117, 2013.

• Vaclav Rijlich and Jing Hua, "What Practices are Suitable for an Academic Software Project?" In Proceedings of International Conference on Software Maintainance, 2013.

• Wenrong Zeng, Xue-Wen Chen, Hong Cheng and Jing Hua, "Multi-Space Learning for Image Classification Using AdaBoost and Markov Random Fields," In Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), 2013.

    2012

• Daniel Barkmeier; Danielle Senador, Karine Leclercq, Darshan Pai, Jing Hua, Nash Boutros, Rafal Kaminski, and Jeffrey Loeb, "Electrical, Molecular and Behavioral Effects of Interictal Spiking," Neurobiology of Disease, Vol. 47, No. 1, pp. 92-101 , 2012.

• Dai Dai, Jieqiong Wang, Jing Hua, and Huiguang He, "Classification of ADHD Children through Multimodal Magnetic Resonance Imaging," Frontiers in Systems Neuroscience, 2012 (Special Issue for the ADHD-200 Global Competition; Ranked the 6th place in the global competition).

• Chang Liu, Zhaoqiang Lai, Ming Dong and Jing Hua, "Multi-instance Rendering Based on Dynamic Differential Surface Propagation," In Proceedings of the International Conference on Image Processing, 2012.

• Otto Muzik, Darshan Pai, Eishi Asano, Csaba Juhasz, Jing Hua, "Performance evaluation of an integrative software environment for analysis of multi-modality neuroimaging data in pediatric epilepsy," In the 18th Annual Meeting of the Organization for Human Brain Mapping, 2012.

• Jieqiong Wang, Dai Dai, Meng Li, Huiguang He and Jing Hua, "Human Age Estimation with Surface-based Features from MRI Images," In Proceedings of the MICCAI Machine Learning in Medical Imaging, 2012.

    2011

• Guangyu Zou, Jiaxi Hu, Xianfeng Gu, and Jing Hua, "Authalic Parameterization of General Surfaces Using Lie Advection," IEEE Transactions on Visualization and Computer Graphics (IEEE VIS '11), Vol. 17, No. 12, pp. 2005-2014, 2011.

• Vahid Taimouri, Xin Liu, Zhaoqiang Lai, Chang Liu,  Darshan Pai, and Jing Hua, "Colon Segmentation for Prepless Virtual Colonoscopy," IEEE Transactions on Information Technology in Biomedicine, Vol. 15, No. 5, pp. 709 - 715, 2011.

• Darshan Pai, Hamid Soltanian-Zadeh, and Jing Hua, "Evaluation of Fiber Bundles across Subjects through Brain Mapping and Registration of Diffusion Tensor Data," NeuroImage, Vol. 54, pp. S165-S175, 2011.

• Guangyu Zou, Jiaxi Hu, Xianfeng Gu, and Jing Hua, "Area-preserving Surface Flattening Using Lie Advection," In Proceedings of the 14th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI '11), pp. 335-342, 2011.

    2010

• Yunhao Tan, Jing Hua, and Hong Qin, "Physically Based Modeling and Simulation with Dynamic Spherical Volumetric Simplex Splines," Computer-Aided Design, Vol. 42, No. 2, pp. 95 - 108, 2010.

• Cui Lin, Darshan Pai, Shiyong Lu, Otto Muzik, and Jing Hua, "Coclustering for Cross-subject Fiber Tract Analysis through Diffusion Tensor Imaging," IEEE Transactions on Information Technology in Biomedicine, Vol. 14, No. 2, pp. 514 - 525, 2010.

• Zhaoqiang Lai, Jiaxi Hu, Chang Liu, Vahid Taimouri, Darshan Pai, Jiong Zhu, Jianrong Xu, and Jing Hua, "Intra-patient Supine-Prone Colon Registration in CT Colonography Using Shape Spectrum," In Proceedings of the 13th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI '10), pp. 332-339, 2010 (Oral; Acceptance Rate: 5%)

• Vahid Taimouri, Huiguang He, and Jing Hua, "Comparative Analysis of Quasi-Conformal Deformations in Shape Space," In Proceedings of the 13th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI '10), pp. 489-496, 2010.

• Wei Zeng, Lok Ming Lui, Lin Shi, Defeng Wang, Winnie C.W. Chu, Jack C.Y. Cheng, Jing Hua, Shing-Tung Yau, and Xianfeng Gu, "Shape Analysis of Vestibular Systems in Adolescent Idiopathic Scoliosis Using Geodesic Spectra," In Proceedings of the 13th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI '10), pp. 538-546, 2010.

• Siming Wei, Jing Hua, Jiajun Bu, Chun Chen, and Yizhou Yu, "Bayesian Regularization of Diffusion Tensor Images Using Hierarchical MCMC and Loopy Belief Propagation," In Proceedings of International Conference on Image Processing, pp. 65-68, 2010.

• Tian Xia, Yizhou Yu, and Jing Hua, "Automatic Detection of Malignant Prostatic Gland Units in Cross-Sectional Microscopic Images," In Proceedings of International Conference on Image Processing, pp. 1057-1060, 2010.

• Chang Liu, Zhanoqiang Lai, Jiaxi Hu, and Jing Hua, "Detail Preserving 3D Motion Compression Based on Local Transformation," In Proceedings of the 4th Pacific Rim Symposium on Image and Video Technology, pp. 507 - 514, 2010.

    2009

• Guangyu Zou, Jing Hua, Zhaoqiang Lai, Xianfeng Gu, and Ming Dong, "Intrinsic Geometric Scale Space by Shape Diffusion," IEEE Transactions on Visualization and Computer Graphics (IEEE VIS '09), Vol. 15, No. 6, pp. 1193 - 1200, 2009.

• Yanhua Chen, Lijun Wang, Ming Dong, and Jing Hua, "Exemplar-based Visualization of Large Document Corpus," IEEE Transactions on Visualization and Computer Graphics (IEEE VIS '09), Vol. 15, No. 6, pp. 1169 - 1176, 2009.

• Yuanhong Li, Ming Dong, and Jing Hua, "Simultaneous Localized Feature Selection and Model Detection for Gaussian Mixtures," IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Vol. 31, No. 5, pp. 953 - 960, 2009.

• Cui Lin, Shiyong Lu, Xubo Fei, Artem Chebotko, Darshan Pai, Zhaoqiang Lai, Farshad Fotouhiz, and Jing Hua. "A Reference Architecture for Visual Scientific Workflow Management Systems and the VIEW SOA Solution," IEEE Transactions on Service Computing, Vol. 2, No. 1, pp. 79-92, 2009.

• Wei Zeng, Jing Hua, and Xianfeng Gu, "Symmetric Conformal Mapping for Surface Matching and Registration," International Journal of CAD/CAM, Vol. 9, No. 1, pp. 103-109, 2009 (Won the Gaheon Award, the Best Paper of IJCC 2009).

• Jiaxi Hu and Jing Hua, "Salient Spectral Geometric Features for Shape Matching and Retrieval," The Visual Computer (CGI '09), Vol. 25, No. 5-7, pp. 667 - 675, 2009.

• Michael E. Behen, Otto Muzik, Anita S.D. Saporta, Benjamin J Wilson, Darshan Pai, Jing Hua and Harry T. Chugani, "Abnormal fronto-striatal connectivity in children with histories of early deprivation: A diffusion tensor imaging study," Brain Imaging and Behavior, Vol. 3, No. 3, pp. 292 - 297, 2009.

• Cui Lin, Shiyong Lu, Xubo Fei, Darshan Pai, and Jing Hua, "A Task Abstraction and Mapping Approach to the Shimming Problem in Scientific Workflows," In Proceedings of the 6th IEEE International Conference on Services Computing (SCC '09), pp. 284 - 291, 2009.

    2008 and before

• Jing Hua, Zhaoqiang Lai, Ming Dong, Xianfeng Gu, and Hong Qin, "Geodesic Distance-Weighted Shape Vector Image Diffusion," IEEE Transactions on Visualization and Computer Graphics (IEEE VIS '08), Vol. 14, No. 6, pp. 1643 - 1650, 2008.

• Guangyu Zou, Jing Hua, Ming Dong, and Hong Qin, "Surface Matching with Salient Keypoints in Geodesic Scale Space," Journal of Computer Animation and Virtual Worlds (CASA '08), Vol. 19, No. 3-4, pp. 399 - 410, 2008.

• Cui Lin, Shiyong Lu, Xuwei Liang, Jing Hua, and Otto Muzik, "Cocluster Analysis of Thalamo-Cortical Fiber Tracts Extracted from Diffusion Tensor MRI," International Journal of Data Mining and Bioinformatics, Vol. 2, No. 4, pp. 342 - 361, 2008.

• Yanhua Chen, Manjeet Rege, Ming Dong, and Jing Hua, "Nonnegative Matrix Factorization for Semi-supervised Data Clustering," Knowledge and Information System, Vol. 17, No. 3, pp. 355 - 379, 2008 (invited as one of the best papers at ICDM'07.

• Yuanhong Li, Ming Dong, and Jing Hua, "Localized Feature Selection for Clustering," Pattern Recognition Letters, Vol. 29, No. 1, pp. 10 - 18, 2008.

• Yunhao Tan, Jing Hua, and Hong Qin, "Dynamic Spherical Volumetric Simplex Splines with Applications in Biomedical Simulation," In Proceedings of the 13th ACM Symposium on Solid and Physical Modeling (SPM), pp. 103 - 114, 2008.

• Darshan Pai, Otto Muzik, and Jing Hua, "Quantitative Analysis of Diffusion Tensor Images across Subjects Using Probabilistic Tractography," In Proceedings of IEEE International Conference on Image Processing (ICIP), pp. 1448 - 1451, 2008.

• Zhaoqiang Lai and Jing Hua, "3D Surface Matching and Registration through Shape Images," In Proceedings of the 11th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), pp. 44-51, 2008.

• Manjeet Rege, Ming Dong, and Jing Hua, "Graph Theoretical Framework for Simultaneously Integrating Visual and Textural Features for Efficient Web Image Clustering," In Proceedings of the 17th International World Wide Web Conference (WWW), pp. 317-326, 2008 (Regular full paper).

• Cui Lin, Shiyong Lu, Zhaoqiang Lai, Artem Chebotko, Xubo Fei, Jing Hua and Farshad Fotouhi, "Service-Oriented Architecture for VIEW: a VIsual sciEntific Workflow Management System," In Proceedings of the 5th IEEE International Conference on Services Computing (SCC), pp. 335-342, 2008.

• Chang Liu, Jiaxi Hu, Jing Hua, and Hong Qin. "Hierarchical Surface Abstraction Using Adaptive Mean Shift," In Proceedings of the 21^st International Conference on Computer Animation and Social Agents (CASA), 2008.

• Yunhao Tan, Jing Hua, and Ming Dong, "3D Reconstruction from 2D Images with Hierarchical Continuous Simplices," The Visual Computer (CGI '07), Vol. 23, No. 9, 905-914, 2007.

• Yuanhong Li, Ming Dong, and Jing Hua, "A Gaussian Mixture Model to Detect Clusters Embedded in Feature Subspace," Communications in Information and Systems, Vol. 7, No. 4, pp. 337-352, 2007.

• Otto Muzik, Diane Chugani, Guangyu Zou, Jing Hua, Yi Lu, Shiyong Lu, Ashi Asano, and Harry Chugani, "Multimodality Data Integration in Epilepsy," International Journal of Biomedical Imaging, Vol. 2007, pp. 1-12, 2007. 

• Guangyu Zou, Jing Hua, and Otto Muzik, "Non-rigid Surface Registration Using Spherical Thin-plate Splines," In Proceedings of the 10th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), Part I, LNCS 4791, pp. 367-374, 2007.

• Yanhua Chen, Manjeet Rege, Ming Dong, and Jing Hua, "Incorporating User Provided Constraints into Document Clustering," In Proceedings of IEEE Conference on Data Mining (ICDM), pp. 103-112, 2007 (Regular full paper).

• Manjeet Rege, Ming Dong, and Jing Hua, "Clustering Web Images with Multimodal Features," In Proceedings of ACM Multimedia (ACMMM), pp. 317-320, 2007.

• Guangyu Zou, Jing Hua, and Ming Dong, "Integrative Information Visualization of Multimodality Neuroimaging Data," In Proceedings of the 15th Pacific Graphics Conference (PG), pp. 473-476, 2007.

• Yuanhong Li, Ming Dong, and Jing Hua, "Localized Feature Selection for Clustering and Its Application in Image Grouping," In Proceedings of International Conference on Multimedia & Expo (ICME), pp. 651-654, 2007 (Oral). 

• Cui Lin, Shiyong Lu, Danqing Wu, Jing Hua, and Otto Muzik, "Coclustering Based Parcellation of Human Brain Cortex Using Diffusion Tensor MRI," In Proceedings of International Symposium on Bioinformatics Research and Applications (ISBRA), 2007.

• Yunhao Tan, Jing Hua, and Ming Dong, "Feature Curve-Guided Volume Reconstruction from 2D Images," In Proceedings of IEEE International Symposium on Biomedical Imaging (ISBI), 2007.

• Danqing Wu, Chang Liu, Guangyu Zou, Jing Hua, and Otto Muzik, "Conformal Contour Mapping for Neurosurgery Outcome Evaluation," In Proceedings of IEEE International Symposium on Biomedical Imaging (ISBI), 2007.

• Darshan Pai, Guangyu Zou, Jing Hua, Ming Dong, Xianfeng Gu, and Otto Muzik, "A Conformal and Statistical Surface Mapping Method for 3D PET Image Analysis," In Proceedings of the Ninth International Conference on Computer Graphics and Imaging (CGIM), 2007.

• Greg Heckenberg, Yongjian Xi, Ye Duan, and Jing Hua, "Brain Structure Segmentation from MRI by Geometric Surface Flow," International Journal of Biomedical Imaging, Vol. 2006, pp. 1 - 6, 2006.

• Weiping Ren, Bin Wu, Xin Peng, Jing Hua, Hsiao-Nan Hao, and Paul H. Wooley, "Implant Wear Induces Inflammation, But Not Osteoclastic Bone Resorption, In RANK -/- Mice," Journal of Orthopaedic Research, Vol. 24, No. 8, pp. 1575 - 1586, 2006.

• Changbo Yang, Ming Dong, and Jing Hua, "Region-Based Image Annotation Using Asymmetrical Support Vector Machine-Based Multiple-Instance Learning," In Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 2057-2063, New York, NY, 2006.

• Guangyu Zou, Jing Hua, Xianfeng Gu, and Otto Muzik, "An Approach for Intersubject Analysis of 3D Brain Images based on Conformal Geometry," In Proceedings of IEEE International Conference on Image Processing (ICIP), pp. 1193-1196, 2006.

• Chang Liu, Jing Hua, Lixin Wang, and Ruwei Dai, "An Integrative Neural Network System for Classification," In Proceedings of IEEE World Congress on Computational Intelligence (WCCI), 2006.

• Guangyu Zou, Yongjian Xi, Greg Heckenberg, Ye Duan, Jing Hua, and Xianfeng Gu, "Integrated Modeling of PET and DTI Information based on Conformal Brain Mapping," In Proceedings of SPIE: Medical Imaging, Vol. 6143, 614321, 2006.

• Jing Hua, Ying He, and Hong Qin, "Trivariate Simplex Splines for Inhomogeneous Solid Modeling in Engineering Design," ASME Transactions: Journal of Computing and Information Science in Engineering, Vol. 5, No. 2, pp. 149 - 157, 2005.

• Ye Duan, Jing Hua, and Hong Qin, "Interactive Shape Modeling Using Lagrangian Surface Flow," The Visual Computer, Vol. 21, No. 5, pp. 279 - 288, 2005.

• Yongjian Xi, Greg Heckenberg, Ye Duan, and Jing Hua, "Iso-surface Extraction by Front Propagation," In Proceedings of the 13th Pacific Graphics Conference (PG), pp. 172 - 174, 2005.

• Greg Heckenberg, Yongjian Xi, Ye Duan, Jing Hua, and Otto Muzik, "Thalamus Segmentation from MRI Images by Lagrangian Surface Flow," In Proceedings of 27th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (IEEE-EMBS), pp. 3039 - 3042, 2005.

• George Liang, Jing Hua, and Weiping Ren, "Volumetric Histology Data Visualization and Quantitative Analysis," In Proceedings of 2005 NAFIPS Annual Conference on Soft Computing for Real World Applications, pp. 638 - 643, June 2005.

• Darshan Pai, Jiafeng Jiang, Jing Hua, Ye Duan, Otto Muzik, and Shiyong Lu, "Segmentation of Brain Structures Using PDE-Driven Dynamic Growing," In Proceedings of 2005 NAFIPS Annual Conference on Soft Computing for Real World Applications, pp. 424 - 428, June 2005.

• Jing Hua, Ye Duan, and Hong Qin, "Design and Manipulation of Polygonal Models in a Haptic, Stereoscopic Virtual Environment," In Proceedings of IEEE International Conference on Shape Modeling and Applications (SMI), pp. 145 - 154, June 2005.

• Jing Hua and Hong Qin, "Haptics-based Dynamic Implicit Solid Modeling," IEEE Transactions on Visualization and Computer Graphics, Vol. 10, No. 5, pp. 574 - 586, 2004.

• Xiaohu Guo, Jing Hua, and Hong Qin, "Touch-based Haptics for Interactive Editing on Point Set Surfaces," IEEE Computer Graphics and Applications, Vol. 24, No. 6, pp. 31 - 39, 2004.

• Xiaohu Guo, Jing Hua, and Hong Qin, "Scalar-Function-Driven Editing on Point Set Surfaces," IEEE Computer Graphics and Applications, Vol. 24, No. 4, pp. 43 - 52, 2004.

• Ye Duan, Jing Hua, and Hong Qin, "HapticFlow: PDE-Based Mesh Editing with Haptics," Journal of Computer Animation and Virtual Worlds (formerly known as Journal of Visualization and Computer Animation), Vol. 15, No. 3-4, pp. 193 - 200, July 2004.

• Jing Hua and Hong Qin, "Scalar-Field-Guided Adaptive Shape Deformation and Animation," The Visual Computer, Vol. 20, No. 1, pp. 47 - 66, 2004.

• Jing Hua, Ying He, and Hong Qin, "Multiresolution Heterogeneous Solid Modeling and Visualization Using Trivariate Simplex Splines," In Proceedings of the Ninth ACM Symposium on Solid Modeling and Applications (SPM), pp. 47 - 58, Genova, Italy, June 2004. (Best Paper Award) (ACM Solid Modeling 2004 web image).

• Ye Duan, Jing Hua, and Hong Qin, "Direct Sketching of 3D Shapes on Polygonal Models," In the Proceedings of the Eighth Conference on Geometric Design and Computing, 2004.

• Ye Duan, Jing Hua, and Hong Qin, "HapticFlow: PDE-Based Mesh Editing with Haptics," In the 17th International Conference on Computer Animation and Social Agents (CASA 2004), Geneva, Switzerland, July 7-9, 2004.

• Xiaohu Guo, Jing Hua, and Hong Qin, "Point Set Surface Editing Techniques based on Level-Sets," In Proceedings of Computer Graphics International (CGI), pp. 52 - 59, Hersonissos, Crete, Greece, June 2004.

• Jing Hua and Hong Qin, "Free-Form Deformations via Sketching and Manipulating Scalar Fields," In Proceedings of the Eighth ACM Symposium on Solid Modeling and Applications (SPM), pp. 328 - 333, Seattle, WA, June 2003. 

• Hui Xie, Jianning Wang, Jing Hua, Hong Qin, and Arie Kaufman, "Piecewise C¹ Continuous Surface Reconstruction of Noisy Point Clouds via Local Implicit Quadric Regression," In  IEEE Visualization '03 Conference Proceedings (IEEE VIS '03), pp. 91 - 98, Seattle, WA, October 2003.

• Jing Hua, "Modeling, Manipulating, and Visualizing Continuous Volumetric Data: A Novel Spline-based Approach," In 2003 IBM Graphics and Visualization Student Symposium, IBM TJ Watson Research Center, New York, November 2003. (Invited) http://www.research.ibm.com/gvss/2003.htm 

• Jing Hua and Hong Qin, "Haptics-based Volumetric Modeling Using Dynamic Spline-based Implicit Functions," In Proceedings of IEEE/ACM SIGGRAPH Symposium on Volume Visualization and Graphics (VolVis '02), pp. 55 - 64, Boston, MA, October 2002 (Proceeding back cover image).

• Jing Hua and Hong Qin, "Dynamic Implicit Solids with Constraints for Haptic Sculpting," In Proceedings of IEEE International Conference on Shape Modeling and Applications (SMI), pp. 119 - 128, Banff, Alberta, Canada, May 2002.

• Jing Hua and Hong Qin, "Haptic Sculpting of Volumetric Implicit Functions," In Proceedings of the Ninth Pacific Conference on Computer Graphics and Applications (Pacific Graphics), pp. 254 - 264, Tokyo, Japan, October 2001.

• Lixin Wang, Jing Hua, and Ruwei Dai, "An Integrated Pattern Recognition System and Its Application,"  In Proceedings of the Fifth International Conference on Document Analysis and Recognition (ICDAR), pp. 245 - 248, Bangalore, India, September 1999.

• Jing Hua, Yue Fei, and Ruwei Dai, "A System to the Analysis of Sentences based on the Syntax-Semantics Concurrent Model," In Proceedings of International Conference on Information Processing, pp. 258 - 263, Beijing, China, 1998.

• Jing Hua, Guiying Xu, and Yongji Wang, "An Auto-Tuning PI Predictive Controller and Its Applications," In Proceedings of National Conference on Intelligent Automation, pp. 550 - 555, 1998.

Referred Workshop Papers, Extended Abstracts and Posters

• Jing Hua, Shaofeng Shu, Hai Jin, Hongwei Zhang, Real-Time Wireless-Networked 3D Vision for Public Safety, In the Smart Cities Connect Conference and Expo (Demo), 2017.

• Hongwei Zhang, Jing Hua, Shaofeng Shu, Hai Jin, Chuan Li, and Yu Chen, Predictable Wireless Networking and Collaborative 3D Vision for Real-Time Cyber-Physical-Human (CPH) Systems, In the US-Ignite Conference (Poster), 2017.

• Hajar Hamidian, Jiaxi Hu, Farshad Fotouhi, Hamid Soltanian-Zadeh, and Jing Hua. "Shape Deformations," in the 1st inter-institutional WSU-HFHS Symposium on "Imaging in Motion and Beyond", January 2016. 

• Hongwei Zhang, Le Yi Wang, George Yin, Jing Hua, Yuehua Wang, Trustworthy Foundation for CAVs in an Uncertain World: From Wireless Networking, Sensing, and Control to Software-Defined Innovation Platforms, AUVSI/TRB Automated Vehicles Symposium (AVS), 2015 

• O. Muzik, D. Pai, C. Juhasz, J. Hua, "Integrative Analysis of PET, ECOG and DTI Data in Order to Assess the Spatial Relationship Between Multimodality Data Sets in Children with Epilepsy," in the 29th International Epilepsy Congress, Aug. 28-Sept. 01, 2011, EPILEPSIA 52: 14-14 Sp. Iss. SI Suppl. 6 AUG 2011.

• A. Shah, D. Barkmeier, Y. Tran, D. Fuerst, J. Loeb, D. Pai, J. Hua, S. Mittal, Epileptogenic zones are often far removed from brain tumors: An intracranial EEG analysis, In the American Epilepsy Society's Annual Meeting, 2010.

• Darshan Pai, Jing Hua, and Hamid Soltanian-zadeh, "Evaluation of specific fiber bundles using brain mapping and registration of diffusion tensor data," In the 6th Annual World Congress for Brain Mapping and Image Guided Therapy, 2009.

• Otto Muzik, Darshan Pai, Malek Makki, Anita Dias, Jing Hua and Harry Chugani, "Application of Probabilistic Fiber Tracking for the Quantitative Assessment of the Connectivity Pattern between Basal Ganglia and Frontal Cortex in Children with Tourette Syndrome," In Proceedings of 2008 Annual Meeting of International Society for Magnetic Resonance in Medicine (ISMRM), 2008.

• A. Dias, O, Muzik, D. Pai, M Makki, J Hua, H.T. Chugani, Quantitative assessment of the connectivity pattern between caudate nucleus and frontal cortex in children with Tourette syndrome, in the 133rd Annual Meeting of the American-Neurological-Association, SEP 21-24, 2008, ANNALS OF NEUROLOGY 64: S102-S103 Suppl. 12 2008

• Otto Muzik, Darshan Pai, Csaba Juhasz, Eishi Asano, Malek Makki, Jing Hua, and Harry Chugani, "Integrative Analysis of Functional, Anatomical and Electrophysiological Data in Pediatric Epilepsy," In the Epilepsy Congress, 2008.

• Artem Chebotko, Cui Lin, Xubo Fei, Zhaoqiang Lai, Shiyong Lu, Jing Hua, and Farshad Fotouhi, "VIEW: a VIsual sciEntific Workflow management system," In Proceedings of the first IEEE International Workshop on Scientific Workflows (SWF), 2007.

• Cui Lin, Shiyong Lu, Xuwei Liang, and Jing Hua, "GCA: A Coclustering Algorithm for Thalamo-Cortico-Thalamic Connectivity Analysis," IEEE ICDM Workshop on Data Mining in Bioinformatics, pp. 163-168, 2006.

• Daniel Pandian, Ming Dong, Jing Hua, and E. Mark Haacke, "Brain Tumor Detection Using Scale Invariant Feature Transform," In Proceedings of 2007 Annual Meeting of International Society for Magnetic Resonance in Medicine (ISMRM), 2007.

• Jeffrey A. Loeb, Daniel T. Barkmeier, Thomas L. Beaumont, Jing Hua, and Aashit Shah, "Mapping Epileptic Borders and Activity-Dependent Molecular Markers onto Anatomic Structures in Human Epileptic Neocortex," In the 61st Annual Meeting of the American Epilepsy Society, 2007.

• Otto Muzik, Jing Hua, Darshan Pai, Guangyu Zou, Diane Chugani, Eishi Asano and Harry Chugani. "EPITOOL - software for integrative analysis of functional, anatomical and electrophysiological data in epilepsy", In Proceedings of 8th International Conference on Quantification of Brain Function with PET (BrainPET '07), Osaka, Japan, 2007.

• O. Muzik, J. Hua, M. Makki, D. Chugani, E. Asano, H. Chugani. "A multimodality framework for integrative analysis of functional, anatomical and electrophysiological data in epilepsy," SNM 2007, Washington DC.
   

• Yunhao Tan, Juan-Jie Ren, Weiping Ren, and Jing Hua, "Correlation Analysis between 3D Histology and microCT Imaging for Non-invasive Diagnosis of Osteolysis," In the Annual Joint Molecular Imaging Conference, 2007.

• Changbo Yang, Ming Dong, and Jing Hua, "Automatic Tumor Detection and Recognition in 3D MR Imaging," In the Annual Joint Molecular Imaging Conference, 2007.

• Weiping Ren, Otto Muzik, Tom Mongner, Pulak Chakraborty, Yunhao Tan, Bin Wu, and Jing Hua, "Assessing Implant Wear-Induced Inflammation Using PET [¹¹C] PK11195 Imaging in a Rat Model of Knee Joint Replacement," In the 53rd Annual Meeting of the Orthopaedic Research Society, 2007.

• Guangyu Zou, Otto Muzik, and Jing Hua, "Objective Detection of Cortical Abnormalities from Multimodality Imaging: A Statistical Approach," In the Annual Joint Molecular Imaging Conference, 2007.

• Xing Peng, Weiping Ren, Bin Wu, Mao Li, Jing Hua and Paul H. Wooley, "Rat Root Apical Bone Resorption Model: A New Aseptic Loosening Model," In the Annual Meeting of Society for Biomaterials, Pittsburgh, PA, April 2006.

• Jing Hua, Hui Xie, and Hong Qin, "Sketch-based Adaptive Free-Form Deformation," In the Eighth SIAM Conference on Geometric Design and Computing, Seattle, WA, November 2003.

• Xiaohu Guo, Jing Hua, and Hong Qin, "Dynamic Points: A Real-time Sculpting System on Point Set Surfaces," In the Eighth SIAM Conference on Geometric Design and Computing, Seattle, WA, November 2003.

• Ye Duan, Jing Hua, and Hong Qin, "Explicit Geometric Surface Flow for Mesh Editing," In the Eighth SIAM Conference on Geometric Design and Computing, Seattle, WA, November 2003.

• Hui Xie, Jing Hua and Hong Qin, "Optimization-driven Subdivision Surface Design," In the Eighth SIAM Conference on Geometric Design and Computing, Seattle, WA, November 2003.

• Jing Hua and Hong Qin, "Real-time Volume Sculpting System Using Implicit Functions," In the Seventh SIAM Conference on Geometric Design and Computing, pp. 30 - 31, Sacramento, CA, November 2001.

Theses and Technical Reports

• Hajar Hamidian, "3D Surface Registration with Geometric Spectrum of Shapes," Ph.D. Dissertation, Computer Science, Wayne State University, April 2019. Advisor: Prof. Jing Hua.

• Hai Jin, "3D Face Reconstruction and Emotion Analytics with Part-based Morphable Models," Ph.D. Dissertation, Computer Science, Wayne State University, February 2018. Advisor: Prof. Jing Hua.

• Jiaxi Hu, "Shape Analysis with Spectral Geometry," Ph.D. Dissertation, Computer Science, Wayne State University, January 2015. Advisor: Prof. Jing Hua.

• Darshan Pai, "Visual Exploration and Information Analytics of High-Dimensional Medical Images," Ph.D. Dissertation, Computer Science, Wayne State University, Feburary 2013. Advisor: Prof. Jing Hua.

• Vahid Taimouri, "Shape Analysis in Shape Space," Ph.D. Dissertation, Computer Science, Wayne State University, January 2012. Advisor: Prof. Jing Hua.

• Chang Liu, "Deformable Meshes for Shape Recovery: Models and Applications," Ph.D. Dissertation, Computer Science, Wayne State University, September 2011. Advisor: Prof. Jing Hua.

• Zhaoqiang Lai, "Multi-scale and Multi-spectral Shape Analysis: From 2D to 3D," Ph.D. Dissertation, Computer Science, Wayne State University, August 2011. Advisor: Prof. Jing Hua.

• Yunhao Tan, "Dynamic Multivariate Simplex Splines for Volume Representation and Modeling," Ph.D. Dissertation, Computer Science, Wayne State university, May 2010. Advisor: Prof. Jing Hua.

• Cui Lin, "Scientific Workflow Integration for Service Computing," Ph.D. Dissertation, Computer Science, Wayne State University, July 2010. Advisors: Prof. Shiyong Lu; Co-Advisor: Prof. Jing Hua.

• Guangyu Zou, "Multiscale Geometry Constrained Shape Diffeomorphism," Ph.D. Dissertation, Computer Science, Wayne State University, November 2008. Advisor: Prof. Jing Hua.

• Shaofeng Shu, "3D SLAM with Monocular Camera in Highly Dynamic Environment," December 2018.

• Xinyu Zhang, "Face Tracking and Animation with Single Camera," June 2015.

• Xiaodong Jiang, "Accurate Real-time Full Body Motion Reconstruction with Single Depth Camera," June 2013.

• Xuwei Liang, "Visual Analytics in Diffusion Tensor Imaging," Master Thesis, Computer Science, Wayne State University, August 2006. Advisor: Prof. Jing Hua.

• Danqing Wu, "Constrained Conformal Surface Mapping and Registration," Master Thesis, Computer Science, Wayne State University, August 2007. Advisor: Prof. Jing Hua.

• Neha Chandila, "Constraint Based Region Growing with Local Shape Fitting," Master Thesis, Computer Science, Wayne State University, August 2007. Advisor: Prof. Jing Hua.