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个人简介

谢宁，四川省特聘专家
电子科技大学 计算机科学与工程学院, 副教授
中国计算机学会 虚拟现实与可视化技术专业委员会（CCF TCVRV），委员
中国图学学会 网络图形学专业委员会（CGS WebCG），委员
中国图象图形学学会 数码艺术专委会(CSIG)，委员
2018至2019年工信部人工智能创新创业（创客中国）大赛全国总决赛评委
虚拟现实引擎Unity3D 全球教育咨询会，委员
研究领域：统计机器学习、网络安全、计算机图形学、人机交互
研究兴趣：数据驱动的建模、神经云渲染、面向多人协同博弈的多智能体强化学习、自然人机交互及用户体验过程度量、面向安全的行为分析、交互式实时引擎技术
发表论文共计 90余篇。 主持及参与科技部重点研发计划项目，国家自然基金项目、教育部产学合作协同育人、成都市人工智能重点项目等。 技术成果被应用于美的集团、富士康集团、一汽集团等图形智能处理引擎及虚拟现实相关产品及系统。 参与编著及翻译学术专著《统计机器学习》和《统计强化学习》两部

    Publications

    1. Yunlei Ren, Yan Zhang, Zhitao Liu, Yi Li, Li Yuan, and Ning Xie *.
      Eye-Hand Typing: Eye Gaze Assisted Finger Typing via Bayesian Processes in AR.
      IEEE Transactions on Visualization and Computer Graphics 2024 (TVCG 2024), 2024 IEEE Virtual Reality and 3D User Interfaces (VR 2024).
    2. Yi Li, Zhitao Liu, Zengyu Liu, Li Yuan, Ning Xie *, Youteng Fan, Haolan Tang and Yunlei Ren.
      Dynamic Scene Adjustment Mechanism for Manipulating User Experience in VR.
      IEEE Transactions on Visualization and Computer Graphics 2024 (TVCG 2024), 2024 IEEE Virtual Reality and 3D User Interfaces (VR 2024).
    3. Li, J.; Xie, N.*; Zhao, T.
      Optimizing Reinforcement Learning using Generative Action-Translator Transformer.
      Algorithms, 2024.
    4. Li, Z.; Chen, X.; Fu, J.; Xie, N.*; Zhao, T.
      Reducing Q-value estimation bias via mutual estimation and softmax operation in MADRL.
      Algorithms, 2024.
    5. Yuankang Chen, Yifan Lu, Xiaohua Zhang and Ning Xie*.
      Interactive Neural Cascade Denoising for 1-SPP Monte Carlo Images.
      The virtual computer 2023.
    6. Pinxuan Dai and Ning Xie*.
      Deep Flow Rendering: View Synthesis via Layer-aware Reflection Flow.
      Computer Graphics Forum (2022).
    7. Yifan Lu, Siyuan Fu and Ning Xie*.
      Denoising Monte Carlo Renderings via a Multi-scale FeaturedDual-residual GAN.
      The Visual Computer 37(9-11): 2513-2525 (2021).[J]
    8. Wu Yu, Ning Xie
      Attention Optimization Method for EEG via the TGAM
      Computational and Mathematical Methods in Medicine 2020(2020):1-11.
    9. Ning Xie, Yifan Lu, Chang Liu
      Web3D Client-Enhanced Global Illumination via GAN for Health Visualization
      IEEE Access 8: 13270-13281 (2020)
      [Paper] (SCI, JCR 2)
    10. Ning Xie, Xu Li, Kang Li, Yang Yang, Heng Tao Shen
      Statistical Karyotype Analysis Using CNN and Geometric Optimization
      IEEE Access 7: 179445-179453 (2019)
    11. Ning Xie, Tingting Zhao, Yang Yang, Heng Tao Shen
      Web-based SBLR Method of Multimedia Tools for Computer-aided Drawing
      Multimedia Tools and Applications 2019 (SCI)
      [Paper](DOI: 10.1007/s11042-018-5949-x)
    12. 李康, 谢宁, 李旭, 谭凯
      基于卷积神经网络和几何优化的统计染色体核型分析方法
      南京大学学报 2019
      [Bib]
    13. 肖竹, 谢宁, 陈佳黎, 刘保生, 姜峰, 杨郭镳
      Fast-PPO：最优基线法的近端策略优化算法
      小型微型计算机系统 2019
      [Bib]
    14. 邓杨, 谢宁, 杨阳
      基于孪生检测网络的实时视频追踪
      计算机应用 2019
      [Bib]
    15. Xiaohua Zhang, Yuelan Xin, Ning Xie
      Anisotropic Joint Trilateral Rolling Filter for Image Smoothing
      Journal of the Institute of Industrial Applications Engineers 2019
      [Paper]
    16. Guan Wang, Laga Hamid, Ning Xie, Jinyuan Jia and Hedi Tabia
      The Shape Space of 3D Botanical Tree Models
      ACM Transactions on Graphics (TOG2018)
      [Paper](SCI)(CCF-A)
    17. 谢宁, 赵婷婷, 杨阳, 魏琴, Heng Tao Shen
      基于创意序列学习的艺术风格学习与绘制系统
      软件学报 2018
      [Paper](核心期刊,CCF-A 中文)
    18. Mengqiu Hu, Yang Yang*, Fumin Shen, Ning Xie and Heng Tao Shen.
      Hashing with Angular Reconstructive Embeddings
      IEEE Transactions on Image Processing (TIP 2018)
      [Paper] (CCF A, SCI)
    19. Ning Xie, Yang Yang, Heng Tao Shen, Tingting Zhao
      Stroke-based Stylization by Learning Sequential Drawing Examples
      Journal of Visual Communication & Image Representation 2018
      [bib] (SCI)
    20. Teng Long, Xing Xu, Ning Xie, Fumin Shen, Li Liu, Ning Xie, Yang Yang
      Zero-shot learning via discriminative representation extraction
      Pattern Recognition Letters 109 (2018): 27-34
      [Paper] (SCI, CCF-B)
    21. Teng Long, Xing Xu, Ning Xie, Fumin Shen, Li Liu, Ning Xie, Yang Yang
      Zero-shot learning via discriminative representation extraction
      Pattern Recognition Letters 109 (2018): 27-34
      [Paper] (SCI, CCF-B)
    22. Yang Yang, Yaqian Duan, Xinze Wang, Zi Huang, Ning Xie, and Heng Tao Shen
      Hierarchical Multi-Clue Modelling for POI Popularity Prediction with Heterogeneous Tourist Information
      IEEE Transactions on Knowledge and Data Engineering
      [Paper] (SCI, CCF-A)
    23. Bin Yi, Yang Yang, Fumin Shen, Ning Xie, Heng Tao Shen, and Xuelong Li
      Describing video with attention-based bidirectional LSTM
      IEEE Transactions on Cybernetics (2018)
      [Paper] (SCI, JCR-1)
    24. Mingxing Zhang, Yang Yang, Yanli Ji, Ning Xie, and Fumin Shen
      Recurrent attention network using spatial-temporal relations for action recognition
      Signal Processing 145 (2018): 137-145
      [Paper] (SCI, CCF-A)
    25. Hu, Mengqiu, Yang Yang, Fumin Shen, Ning Xie, and Heng Tao Shen.
      Hashing With Angular Reconstructive Embeddings
      IEEE Transactions on Image Processing 27, no. 2 (2018): 545-555
      [bib] (SCI, CCF-A)
    26. Liang Peng, Yang Yang, Yi Bin, Ning Xie, Fumin Shen, Yanli Ji, and Xing Xu
      Word-to-region attention network for visual question answering
      Multimedia Tools and Applications (2018): 1-16
      [bib] (SCI)
    27. Xing Xu, Haiping Wu, Yang Yang, Fumin Shen, Ning Xie, and Yanli Ji
      Semantic binary coding for visual recognition via joint concept-attribute modelling
      Multimedia Tools and Applications (2018):1-14
      [bib] (SCI)
    28. Xiaohua Zhang, Wenbo Jiang, Xia Liu and Ning Xie
      Using Orientation Voting to Extract Text Lines with Various Mixed Directions from a Document Image
      Journal of the Institute of Industrial Applications Engineers Vol.5, No.3, pp.118-128. (2017)
      [bib] (SCI)
    29. Xiaojun Liu, Ning Xie, Kai Tang, Jinyuan Jia.
      Lightweighting for Web3D Visualization of Large-scale BIM Scenes In Real-time
      Graphical Models 88: 40-56 (2016)
      (SCI, CCF-B)
    30. Laixiang Wen, Ning Xie, and Jinyuan Jia*.
      Fast Accessing Web3D Contents Using LightweightProgressive Meshes
      Computer Animation and Virtual World (CAVW) 2015
      [Paper](SCI)
    31. Mingfei Wang, Ning Xie*, and Jinyuan Jia
      Interest-driven Avatar Neighbor organizing for P2P Transmission in Distributed Virtual Worlds
      Computer Animation and Virtual World (CAVW) 2015
      [Paper] (SCI)
    32. Dejia Zhang, Ning Xie, Shuang Liang and Jinyuan Jia*
      3D Tree Skeletonization from Multiple Images Based on PyrLK Optical Flow
      Pattern Recognition Letters (PRL 2015)
      [Paper] (SCI)
    33. 张东培, 谢宁, 刘小军，贾金原*.
      基于Away3D的网上大规模地下空间实时绘制系统
      计算机科学与探索 2015

    Journals

    1. 刘小军, 张东培, 谢宁(Ning Xie), 贾金原*
      大规模地下空间在线展示关键技术
      光学精密工程 (Optics and Precision Engineering) 2015, 23(3): 895-903. TP393.092
    2. Xiaohua Zhang*, Yuelan Xin, Ning Xie, Wenbo Jiang, Yue Zhao
      Shading Surface Estimation using Piecewise Polynomials for Binarizing Unevenly Illuminated Document Images
      International Journal of Intelligent Engineering & System, Vol.7, No.2, 2014
    3. Voot Tangkaratt*, Ning Xie, and Masashi Sugiyama
      Conditional Density Estimation with Dimensionality Reduction via Squared-loss Conditional Entropy Minimization
      Neural Computation 2014
      [Paper] (SCI, CCF-B)
    4. Xiaohua Zhang*, Ning Xie, Yuelan Xin, Heming Huang
      Stream Flow Painting from Real Images Using Anisotropic Band-Pass Filter
      Science Journal of Circuits, Systems and Signal Processing, Vol.3, No.6-1, pp.30-38.,2014
    5. Ning Xie*, Hirotaka Hachiya, and Masashi Sugiyama
      Artist Agent (A^2): Stroke Painterly Rendering Based on Reinforcement Learning
      IEICE Transactions on Information and Systems, Vol.E96-D, no.5, pp.1134-1144, May, 2013
      [Paper] (SCI), demo(mp4)]
    6. Ning Xie*, Hamid laga, Suguru Saito, and Masayuki Nakajima
      Contour-driven Sumi-e Rendering of Real Photos
      Computers & Graphics, 35(1), pp.122-134, 2011
      [Paper] (SCI, CCF-C)

    Conferences

      2023

    1. Zhenjiang Du, Jiale Dou, Zhitao Liu, Jiwei Wei, Guan Wang, Ning Xie and Yang Yang.
      CDPNet: Cross-modal Dual Phases Network for Point Cloud Completion.
      In Proceedings of the 38th AAAI conference on artificial intelligence 2024.（AAAI2024）.
    2. TangSheng Dan, Zheng Wang, Chang Liu, Ning Xie.
      Point Transformer for 3D Scene Graph Generation.
      China Graphics’2023.
    3. Yunlei Ren, Ning Xie *, Sophyani Banaamwini Yussif, Yifeng Peng and Guowei Wang.
      Gaze-It: Intelligent Multimodal AR Cross-Reality Control System.
      2023 IEEE International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct).
    4. Sophyani Banaamwini Yussif, Ning Xie*, Yang Yang and Heng Tao Shen.
      Self-Relational Graph Convolution Network for Skeleton-Based Action Recognition.
      Proceedings of the 31th ACM International Conference on Multimedia （ACM MM）2023.
    5. Chenxu Zhao, Zhenjiang Du, Ning Xie, Guan Wang* and Xiaohua Zhang.
      Deformation-aware Shape Retrieval via Post-deformation Embedding Prediction.
      Computer Graphics International （CGI）2023.
    6. Rui Huang*, Jinlun Zhang, Jiaqin Fu and Ning Xie*.
      Efficient Dense Architectures for MOBA Game AI Under Limited Computing Resources.
      Computer Graphics International （CGI）2023.
    7. Jianping Su, Ning Xie* and Xin Lou.
      Photorealistic Aquatic Plants Rendering with Cellular Structure.
      Computer Graphics International （CGI）2023.
    8. Yuankang Chen, Yifan Lu, Xiaohua Zhang and Ning Xie*.
      Interactive Neural Cascade Denoising for 1-SPP Monte Carlo Images.
      Computer Graphics International （CGI）2023.
    9. Zhenjiang Du, Yi Lu, Guan Wang, Ning Xie*, Yang Yang.
      GT-Net: Variational Autoencoder Networks based on Graph Transformer for 3D Shape Learning.
      International Conference on Multimedia and Expo (ICME) 2023.
    10. Ke Ren, Zhenjiang Du, Ning Xie*, Qifeng He, and Guan Wang.
      MRRA-GAN: Multi-Resolution Relation-Aware GAN for Point Cloud Completion.
      International Conference on Multimedia and Expo (ICME) 2023.
    11. Zhitao Liu, Yi Li, Ning Xie*, Youteng Fan, Haolan Tang and Wei Zhang.
      Dynamic Scene Adjustment for Player Engagement in VR Game.
      IEEE Conference on Virtual Reality and 3D User Interfaces(VR 2023),Demo section.

      2022

    12. Pinxuan Dai and Ning Xie*.
      Deep Flow Rendering: View Synthesis via Layer-aware Reflection Flow.
      The 33rd Eurographics Symposium on Rendering (EGSR 2022).
    13. Qifeng He, Zhenjiang Du, Ning Xie*, Jiale Dou, and Ke Ren.
      PDP-Net: Patch-based Dual-Path Network for Point Cloud Completion .
      International Conference on Multimedia and Expo（ICME）2022.

      2021

    14. Siyuan Fu, Xiaohua Zhang, and Ning Xie*.
      Monte Carlo Denoising with a Sparse Auxiliary Feature Encoder.
      Siggraph Asia 2021.
    15. 苏建平, 谢宁*, 黄蓝枭，邓君，范芜.
      结合细胞结构的水生植物真实感渲染.
      ChinaVR 2021.
    16. 刘志韬，谢宁*，杨郭镳，豆佳乐，杨光，袁林.
      面向用户体验的深度多模态动机心流检测.
      ChinaVR 2021.
    17. 吴俣，石金可，贺俊皓，谢宁*，熊珂，刘昱彤，许承萌.
      虚拟现实环境中时间感知的引导调控方法.
      ChinaVR 2021.
    18. Du Zhenjiang, Ning Xie*, Yang Yang, and Zhitao Liu.
      Twin-channel GAN: Repair Shape with Twin-Channel Generative Adversarial Network and Structural Constraints.
      Computer Graphics International （CGI）2021.
    19. Yifan Lu, Siyuan Fu and Ning Xie*.
      Denoising Monte Carlo Renderings via a Multi-scale FeaturedDual-residual GAN.
      Computer Graphics International （CGI）2021.

      2020

    20. Zhu Xiao, Ning Xie Guobiao Yang and Zhenjiang Du
      Fast-PPO: Proximal Policy Optimization with Optimal Baseline Method
      The 2020 International Conference on Progress in Informatics and Computing（PIC 2020）December 18-20, 2020, Shanghai, China.
    21. Yifan Lu, Ning Xie and Heng Tao Shen
      DMCR-GAN: Adversarial Denoising for Monte Carlo Renderings with Residual Attention Networks and Hierarchical Features Modulation of Auxiliary Buffers
      SIGGRAPH Asia 2020 (Short paper)
    22. 吴俣, 谢宁
      基于TGAM模块脑电信号的专注度优化方法
      ChinaVR 2020, 长春
      [Bib]
    23. Haodong Liao, Ning Xie, Huiyuan Li, Yuhang Li, Jianping Su, Feng Jiang, Weipeng Huang and Heng Tao Shen
      Data-Driven Spatio-Temporal Analysis via Multi-Modal Zeitgebers and Cognitive Load in VR
      IEEE Conference on Virtual Reality and 3D User Interfaces (IEEE VR 2020)
      [Bib]

      2019

    24. Deng Yang, Ning Xie, Yang Yang
      A Siamese-Detection Network for Real-Time Object Tracking
      International Conference on Tools with Artificial Intelligence (ICTAI 2019)
      [Bib]
    25. 李康,谢宁,李旭，谭凯，杨阳
      基于卷积神经网络和几何优化的统计染色体核型分析方法
      中国机器学习会议(CCML2019)
      [Bib]
    26. 肖竹,谢宁,陈佳黎,刘保生,姜峰
      Fast-PPO：最优基线法的近端策略优化算法
      中国机器学习会议(CCML2019)
      [Bib]
    27. 邓杨,谢宁,杨阳
      基于孪生检测网络的实时视频追踪
      中国机器学习会议(CCML2019)
      [Bib]

      2018

    28. Wang, Guan, Hamid Laga, Jinyuan Jia, Ning Xie, and Hedi Tabia
      Statistical modeling of the 3D geometry and topology of botanical trees
      Computer Graphics Forum, vol. 37, no. 5, pp. 185-198. 2018
      [Bib]
    29. Ning Xie, Xinrui Cai, Sipei Li, Yifan Lu, Mingyue Lou and Heng Tao Shen
      DT-Zheng: Digital Twin Method For Zheng Musical Instrument
      SIGGRAPH Asia 2018 (Poster)
      [Bib]

      2017

    30. Ruicong Xu, Yang Yang, Fumin Shen, Ning Xie and Heng Tao Shen.
      "Efficient Binary Coding for Subspace-based Query-by-Image Video Retrieval".
      In Proceedings of 25th ACM International Conference on Multimedia (ACM MM), 2017. (CCF A)
      [Bib]
    31. Meng Yuan Ren, Ning Xie and Heng Tao Shen.
      "Cosmetic-Vis: Sample-based 3D Facial Editor for Cosmetic".
      ACM SIGGRAPH, 2017. (CCF A)
      [Bib]
    32. Yaqian Duan, Xinze Wang, Yang Yang, Zi Huang, Ning Xie and Heng Tao Shen.
      "POI Popularity Prediction via Hierarchical Fusion of Multiple Social Clues".
      In Proceedings of 40th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) 2017.(CCF-A)
      [Bib]
    33. Ning Xie, Meng Yuan Ren, Heng Tao Shen (2017).
      WebPainter: Collaborative Stroke-Based Rendering Through HTML5 and WebGL.
      International Conference on Technologies for E-Learning and Digital Entertainment.
      [Bib]

      2016

    34. Ning Xie, Tianye Yuan, Ni Chen, Xin Zhou, Yu Wang and Xiaohua Zhang.
      "Rapid DCT-based LipSync Generation Algorithm for Game Making".
      ACM SIGGRAPH Asia, 2016. (CCF A)
      [Bib]
    35. Zhang, X., Xie, N., & Nakajima, M. (2016).
      Cleaning Textual and Non-textual Mixed Color Document Image with Uneven Shading. Nicograph International (pp.136-136).
      IEEE Computer Society.
    36. Zhang, X., Xie, N., Nakajima, M., Hayashi, M., & Bachelder, S. (2016, May).
      Low Quality Mobile Image Data Processing Under Uneven Shading------Separating and Cleaning Text Lines and Graphic Regions in mobile Color Document Image.
      In Proceedings of SIGRAD 2016, May 23rd and 24th, Visby, Sweden (No. 127, pp. 55-56).
    37. Chang Liu, Ning Xie, Jinyuan Jia.
      Web3D Online Virtual Education Platform for Touring Huangyangjie Battlefield Scenario Over Internet.
      Edutainment 2016, Hangzhou, China, May, 2016.
      [Paper]
    38. Xiaohua Zhang, Ning Xie, Heming Huang, and Yuelan Xin.
      Restoration of Text Strokes in a Document Image with an Irregular Background.
      ITE Tech. Rep., vol. 40, no. 5, ME2016-33, pp. 125-132, Yokohama, Japan, Feb., 2016.
      [Paper]
    39. Xiaohua Zhang, Ning Xie, Heming Huang, and Yuelan Xin.
      Fast Removal of Uneven Shading From a Document Image Based on Retinex Theory.
      The International Workshop on Advanced Image Technology (IWAIT2015), Busan, Korea, Jan., 2016.(Best paper award)
      [Paper]
    40. Laixiang Wen, Ning Xie, and Jinyuan Jia*.
      Client-driven Strategy of Large-scale Scene Streaming.
      The 22nd International Conference on Multimedia Modeling (MMM2016), Miami, USA, Jan., 2016.(CCF-C)
      [Paper]

      2015

    41. Ning Xie, Tingting Zhao*, Feng Tian, Xiaohua Zhang, and Masashi Sugiyama.
      Stroke-Based Stylization Learning and Rendering with Inverse Reinforcement Learning.
      The International Joint Conference on Artificial Intelligence (IJCAI) 2015.(CCF-A)
      [Paper]
    42. Tingting Zhao, Gang Niu, Ning Xie*, Jucheng Yang, and Masashi Sugiyama.
      Regularized policy gradients: Direct variance reduction in policy gradient estimation.
      Proceedings of the 7th Asian Conference on Machine Learning (ACML2015), JMLR Workshop and Conference Proceedings, Hong Kong, China, Nov. 20-22, 2015. CCF-C
      [Paper]
    43. Steven Bachelder, Masashi Hayashi, Masayuki Nakajima, and Ning Xie.
      Collaborative Engagement for Game Player Data Analytics.
      International Workshop on Advanced Image Technology (IWAIT2015), 2015.
    44. Xiaohua Zhang*, Yuelan Xin, H. Huang, Ning Xie, and Y. Zhao.
      Hue-preserving Colour Image Enhancement Using Adaptive Piecewise Affine Histogram Equalization.
      International Workshop on Advanced Image Technology (IWAIT2015), 2015.
    45. Wen Zhou, Ning Xie, and Jinyuan Jia*.
      The visual implementation for 3D models repository in cloud Environments.
      China Conference on Virtual Reality and Visualization (ChinaVR2015), 2015.
    46. Haifei Wang, Ning Xie, Jinyuan Jia.
      Vanishing Point Detection and Scene Reconstruction of Clutter Room.
      ChinaVR 2015.
      [Paper]
    47. Xiaojun Liu, Ning Xie, and Jinyuan Jia.
      Web3D-based Online Walkthrough of Large-scale Underground Scenes.
      The 19th IEEE/ACM International Symposium on Distributed Simulation and Real Time Applications (DS-RT 2015), , 2015.
      [Paper]
    48. Xiaojun Liu, Ning Xie, Jinyuan Jia.
      WebVis BIM: Real Time Web3D Visualization and Interaction of Big BIM Data.
      14th ACM SIGGRAPH International Conference on Virtual Reality Continuum and Its Applications in Industry (VRCAI) 2015. (Submitted)
      [Paper]
    49. Bin Hu, Ning Xie, Tingting Zhao, and Xiaotong Zhang*.
      Policy Iteration Scheduling Approach for Independent Tasks in Cloud Computing.
      The International Symposium on Information Technology Convergence (ISITC 2015), 16-27, Tianjin, China, Oct., 2015.
      [Paper]

      2014

    50. Bo zhang, Ning Xie, Hao Xu, and Jinyuan Jia.
      Web3D CID: Web3D Collaborative Interior Design based on Transparent Adaptation.
      13th ACM SIGGRAPH International Conference on Virtual Reality Continuum and Its Applications in Industry (VRCAI) 2014.
      [Paper]
    51. W. Shi, N. Xie, and H. Mori.
      Usefulness of Management Forecasts Studies On Management Quarter Fiscal Statement in Japan.
      The 3rd International Conference on Engineering Business Management (ICEBM 2014), Kuala Lumpur, Malaysia, Aug., 2014. (Best Paper Award – Student Category)
      [Paper]
    52. Steven Bachelder, Masaki Hayashi, Masayuki Nakajima and, Ning Xie.
      Collaborative Engagement for Game Player Data Analytics.
      International Workshop on Adavanced Image Technology (IWAIT) 2014.
      [Paper]
    53. Xiaohua Zhang, Yuelan Xin, Heming Huang, Ning Xie and Yue Zhao.
      Hue-preserving Color Image Enhancement Using Adaptive Piecewise Affine Histogram Equalization.
      International Workshop on Adavanced Image Technology (IWAIT) 2014.
      [Paper]
    54. Xiaohua Zhang, Yuelan Xin, Ning Xie, Wenbo Jiang, and Yue Zhao.
      Piecewise Polynomial Surface Fitting for Binarizing Non-uniformly Shaded Document Images.
      The International Workshop on Advanced Image Technology (IWAIT) 2014.
      [Paper]

      2013 - 2009

    55. Ning Xie, Tingting Zhao, and Masashi Sugiyama.
      Personal Style Learning in Sumi-e Stroke-based Rendering by Inverse Reinforcement Learning.
      The IPSJ-GCAD Workshop, 2013.
      [Paper]
    56. Md. Abul Kalam Azad, Ning Xie, and Shamim Ahmad.
      A Way of Facial Artistic Stylization in Visual Effects.
      The 16th International Conference on Computer and Information Technology (ICCIT) 2013.
      [Paper]
    57. Xiaohua Zhang, Yuelan Xin, Ning Xie, Wenbo Jiang, and Yue Zhao.
      Removal of Uneven Shading from Document Image for OCR Using Surface Fitting with Piecewise Polynomials.
      Media Engineering Research Conference 2013.
      [Paper]
    58. Ning Xie*, Hirotaka Hachiya, and Masashi Sugiyama.
      Artist Agent: A Reinforcement Learning Approach to Automatic Stroke Generation in Oriental Ink Painting
      The 29th International Conference on Machine Learning (ICML) 2012.
      [Paper]
    59. Xiaohua Zhang*, Yuto Yoshida, and Ning Xie.
      Anisotropic Band-Pass Trilateral Filter for Creating Artistic Painting from Real Image.
      IEEE TrustCom. 2011.
      [Paper]
    60. Ning Xie*, H. Hachiya, and Masashi Sugiyama.
      Artist agent (A^2): Stroke painterly rendering based on reinforcement learning.
      IEICE Technical Report, (IBISML 2011), pp.119-126, Hokkaido, Japan, Sep., 5-6, 2011.
      [Paper]
    61. Ning Xie*, Hamid Laga, Suguru Saito, and Masayuki Nakajima.
      IR2s: interactive real photo to Sumi-e.
      Proceedings of the 8th International Symposium on Non-Photorealistic Animation and Rendering (NPAR), 2010.
      [Paper]
    62. Ning Xie*, and Masayuki Nakajima.
      Sketch-based Interaction for Painterly Rendering.
      NICOGRAPH International 2011, Yokohama, Japan, June, 2011.
      [Paper]
    63. Ning Xie*, Hamid Laga, and Masayuki Nakajima.
      A Demo of iR2s Software: Interactive Oriental Ink Painting Tool.
      NICOGRAPH 2010, Tokyo, Japan, March, 2010.
      [Paper]
    64. Ning Xie*, Suguru Saito, Hamid Laga, Suguru Saito, and Masayuki Nakajima.
      Oriental Brush Stroke Synthesis with Dynamic Programming.
      Visual Computing/Graphics CAD Joint Symposium, 2009.
      [Paper]
    65. Ning Xie*, Suguru Saito, Hamid Laga, Suguru Saito, and Masayuki Nakajima.
      Oriental Brush Stroke Synthesis with Dynamic Programming.
      Shape-driven Oriental Brush Stroke Synthesis, 2009.
      [Paper]
    66. Ning Xie*, Suguru Saito, Hamid Laga, Suguru Saito, and Masayuki Nakajima.
      Oriental Brush Stroke Synthesis with Dynamic Programming.
      IEICE annual conference, 2009.
      [Paper]
    67. Ning Xie*, Hamid Laga, Suguru Saito, and Masayuki Nakajima.
      Contour - Driven Brush Stroke Synthesis.
      Siggraph Asia, 2009.(CCF-A)
      [Paper]

    Patent

      2023

    1. 刘煜彤、谢宁
      一种基于游戏环境变量预测用户时间感知的方法.
      发明专利，申请号：202310248600.9
      申请日：2023年03月15日
    2. 谢宁，刘星佑，申恒涛
      一种基于拓扑结构流形空间的树状三维模型重建方法.
      发明专利，申请号：202111674836.6
      授权公告日：2023年06月08日

      2022

    3. 谢宁，廖昊东,李慧媛,苏建平,申恒涛
      一种调控虚拟现实中用户时间感知和临境感的方法.
      发明专利，申请号：201911378157.7
      授权公告日：20210817
    4. 谢宁，孔文喆,申恒涛
      在 Web3D 环境融入视觉问答的人机交互系统.
      发明专利，申请号：201911099861.9
      发文日：2021.11.18

      2020

    5. 谢宁，罗适，申恒涛
      一种融合人工智能和Web3D的人机交互实现方案.
      发明专利，申请号：2020102640991
      申请日：2020.4.7
    6. 刘志韬，谢宁.
      一种基于无人机的三维重建系统及其方法.
      发明专利，申请号：202010116115.2
      申请日：2020.02
    7. 谢宁，吴俣，申恒涛.
      一种基于TGAM芯片的脑电数据反馈的专注度优化方法.
      发明专利，申请号：202010489096.8
      申请日：2020.06.02
    8. 谢宁，李思霈，洪依琳，贺俊皓，蔡欣睿，申恒涛
      一种古筝训练器及古筝训练系统.
      发明专利，申请号：202010148649.3
      申请日：2020.03

      2019

    9. 谢宁，贾昕岚，申恒涛.
      一种基于表情情感计算的三维教学课堂实现方法.
      发明专利，申请号： 2019111201738460
    10. 谢宁，谭凯，申恒涛.
      基于人工智能与图形学结合的染色体图像处理方法.
      发明专利，申请号： 201910903924.5
    11. 谢宁，李康，申恒涛.
      基于深度学习的创意三维体素模型的建模系统的建构方法.
      发明专利，申请号： 201910903885.9
    12. 谢宁，杨心如，申恒涛.
      一种基于单目相机的人脸实时互动动画的实现方法.
      发明专利，申请号： 201910839412.7
    13. 谢宁，罗宇轩，申恒涛.
      基于Actor-Critic算法的口型动画自动生成方法.
      发明专利，申请号： 201910886576.5

    软件著作权

      2020

    1. 电子科技大学
      游趣享手机APP[简称：游趣享]1.1.6
      申请（流水）号：2020R11L2003495
      申请日：2020.09.10
    2. 电子科技大学
      面向高原环境的三维动态场景建模与交互可视化系统【简称：三维场景交互系统】
      登记号：2020SR1563624
      申请日：2020.09.01
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