学术论文

2024年

  • Changqun Feng, Keming Dong, Xinyu Ou. A Robot Ground Medium Classification Algorithm Based on Feature Fusion and Adaptive Spatio-temporal Cascade Networks. Neural Processing Letters. 2024.9. (SCI, IF: 2.6)

2019年

  • Xinyu Ou, Qianzhi Ma, Yinjin Wang. Improving Person Re-identification by Multi-Task Learning. Multimedia Tools and Applications. 2019. (SCI/EI/CCF-B, IF: 2.757)
  • Xinyu Ou, Qianzhi Ma, Yinjin Wang. Combining Attribute Verification to Improve Person Re-identification. The 32h Annual conference of Asian Association of Open Universities. Hanoi, Vietnam, 24-26 October, 2018.
  • Xinyu Ou, Hefei Ling, Si Liu, Jie Lei. Hierarchical Deep Semantic Hashing for Fast Image Retrieval. 云南开放大学40周年校庆 优秀论文集. 2019.5: p. 68-87

2018年

  • Zhen Li, Deqing Zou, Shouhuai Xu, Xinyu Ou, Hai Jin, Sujuan Wang, Zhijun Deng, Yuyi Zhong. VulDeePecker: A Deep Learning-Based System for Vulnerability Detection. In Proceedings 2018 Network and Distributed System Security Symposium (NDSS 2018). San Diego, California, USA, February 18-21, 2018. (EI/CCF-A)
  • Si Liu, Zhen Wei, Yao Sun, Xinyu Ou, Junyu Lin, Bin Liu, Ming-Hsuan Yang，Composing Semantic Collage for Image Retargeting. IEEE Transaction on Image Processing. vol. 27, no.10, pp. 5032-5043, Oct. 2018. (SCI/EI, IF: 10.856)
  • Su-Jing Wang, Bing-Jun Li, Yong-Jin Liu, Wen-Jing Yan, Xinyu Ou, Xiaohua Huang, Feng Xu, Xiaolan Fu. Micro-expression Recognition with Small Sample Size by Transferring Long-term Convolutional Neural Network. Neurocomputing. Available online 15 June 2018. ISSN 0925-2312. (SCI/EI, IF: 5.719)

2017年

  • Xinyu Ou, Hefei Ling, Han Yu, Si Liu. Adult Images and Videos Recognition by Deep Multi-Context Network and Fine-to-Coarse Strategy. ACM Transactions on Intelligent Systems and Technology (TIST), 2017 8(5):68. (SCI/EI/CCF-A, IF: 4.654)
  • Xinyu Ou, Ping Li, Hefei Ling, Si Liu, Tianjiang Wang, Dan Li. Objectness Region Enhancement Networks for Scene Parsing. Journal of Computer Science and Technology (JCST). 2017, 32(4):683-700. (SCI/EI/CCF-B, IF: 0.956)
  • Xinyu Ou, Hefei Ling, Si Liu, Jie Lei. Hierarchical Deep Semantic Hashing for Fast Image Retrieval. Multimedia Tools and Applications. 2017. 76(20): p. 21281-21302. (SCI/EI/CCF-B, IF: 2.757)

2016年

  • Xinyu Ou, Si Liu, Xiaochun Cao, Hefei Ling. Beauty eMakeup: a Deep Makeup Transfer System. In Proceedings of the 2016 ACM on Multimedia Conference. Amsterdam, The Netherlands. 15-19 October 2016, pp. 701-702. (EI/ACM/CCF-A)
  • Xinyu Ou, Zhen Wei, Hefei Ling, Si Liu, Xiaochun Cao. Deep Multi-Context Network for Fine-Grained Visual Recognition. 2016 IEEE International Conference on Multimedia & Expo Workshops (ICMEW), Grand Challenge. Seattle, WA, USA, 11-15 July, 2016, pp. 1-4. (Third Place Award) (EI/CPCI/CCF-B)
  • Si Liu, Xinyu Ou, Ruihe Qian, Wei Wang, Xiaochun Cao. Makeup like a superstar_Deep Localized Makeup Transfer Network. The 25th International Joint Conference on Artificial Intelligence (IJCAI-2016). New York City, USA, 9th-15th July, 2016. (EI/CPCI/CCF-A) [Project]
  • 王暐，王春平，付强，徐艳，欧新宇. 采用在线多实例学习的超像素跟踪[J]. 电光与控制. (北大核心)
  • Xinyu Ou, Yijin Wang. Multi-Resolution Convnet for Images Retrieval. The 30h Annual conference of Asian Association of Open Universities. Philippines, Philippines, 26-29 October, 2016.

2015年

  • 欧新宇, 伍嘉, 朱恒, 李佶. 基于深度自学习的图像哈希检索方法[J]. 计算机工程与科学. 2015, 37(12): 2386-2392. (北大核心)
  • Xinyu Ou, Yinjin Wang, Han Song. Convolutional Network for Image Retrieval in Big Data. The 29th Annual conference of Asian Association of Open Universities. Kuala Lumpur, Malaysia, 30 November-2 December, 2015.

2014年

  • Xinyu Ou, Lingyu Yan, Hefei Ling, Cong Liu Maolin Liu. Inductive Transfer Deep Hashing for Image Retrieval. In Proceedings of the 22nd ACM International Conference on Multimedia (ACMMM2014). Orlando, Florida, USA, 3-7 November, 2014, pp. 969-972. ISBN: 9781450330633. (CCF-A, EI)
  • Xinyu Ou, Hefei Ling, Lingyu Yan, Maolin Liu. Convolutional Neural Codes for Image Retrieval. 2014 Asia-Pacific Signal and Information Processing Association (APSIPA). Siem Reap, Cambodia, 9-12 Dec, 2014, pp. 1-10. (EI)
  • Lingyu Yan, Xinyu Ou, Hefei Ling. Local Search Optimized Hashing for Fast Image Copy Detection. 2014 Asia-Pacific Signal and Information Processing Association (APSIPA). Siem Reap, Cambodia, 9-12 Dec, 2014, pp.1-4. (EI)
  • Cong Liu, Hefei Ling, Fuhao Zou, Lingyu Yan, Yunfei Wang, Hui Feng. Xinyu Ou.(2014) Kernelized Neighborhood Preserving Hashing for Social Network Oriented Digital Fingerprints， Information Forensics and Security, IEEE Transactions on , vol.9, no.12, pp.2232,2247, Dec. 2014. (SCI/EI/CCF-A, IF: 4.332)
  • Jin Liu, Hefei Ling, Lingyu Yan and Xinyu Ou. Feature Fusion based Hashing for Large Scale Image Copy Detection, Intelligent Control and Information Processing (ICICIP), 2014 Fifth International Conference on , vol., no., pp.307,312, 18-20 Aug. 2014. (EI)
  • Cong Liu, Hefei Ling, Fuhao Zou, Lingyu Yan, Xinyu Ou. Efficient digital fingerprints tracing. Signal and Information Processing (ChinaSIP), 2014 IEEE China Summit & International Conference on. vol., no., pp.431,435, 9-13 July 2014. (EI/CPCI)
  • Lingyu Yan, Hefei Ling, Cong Liu, Xinyu Ou. Hashing based feature aggregating for fast image copy retrieval. Signal and Information Processing (ChinaSIP), 2014 IEEE China Summit & International Conference on. vol., no., pp.441,445, 9-13 July 2014. (EI/CPCI)
  • 欧新宇, 伍嘉, 朱恒. 高并发下课件流媒体在RAID中的性能分析. 开放大学试点建设论文选集（二）. 2014.

2013年以前

  • Xinyu Ou, Jia Wu, Heng Zhu. (2013). Performance Analysis of Courseware Streaming media on RAIDs Disk Array in High Concurrent, The 25th World Conference of International Council for Open and Distance Education. 获得第25届ICDE世界大会论文大奖赛三等奖
  • Xinyu Ou, Yinjin Wang. Parallel Processing for Courseware Streaming Media Service in High-Load Network, The 26th Annual conference of Asian Association of Open Universities. Chiba, Japan. 2012, 16-18 October.
  • 欧新宇, 伍嘉, 王艺瑾. (2012). 基于Web2.0的开放大学网络教学平台模型探讨[J]. 云南开放大学试点建设论文集.[pdf]
  • “欧新宇，伍嘉，朱恒. 高负载下流媒体服务并行处理研究”，参加2012年云南省教育科学院 “云南省第八届优秀多媒体教育教学软件和教育信息化论文竞赛活动” 获得云南省一等奖。（参赛论文）
  • 欧新宇 & 王艺瑾.(2011). Digg在现代教学平台中的应用探讨[J], 云南广播电视大学学报, 12(4), 17-21
  • 李社宏, 欧新宇, & 刘骞. (2008). 开放大学校园网双出口的设计及实现[J]. 现代计算机: 下半月版, (12), 102-104.

专著与教材

  • 伍嘉,...,欧新宇.《网络营销与实务》.2017
  • 欧新宇. 《基于人工智能的计算机视觉技术研究》.2019. 待出版


知识产权

  • 软件著作权：欧新宇. 《人工智能技术信息安全态势感知系统v1.0》. 中华人民共和国国家版权局. 2019年1月10日.
  • 软件著作权：欧新宇. 《大数据背景下人工智能客服系统v1.0》. 中华人民共和国国家版权局. 2019年1月10日.
  • 软件著作权：欧新宇. 《人工智能教育系统v1.0》. 中华人民共和国国家版权局. 2019年1月10日.

Reviewer

  • TCSVT (IEEE Transactions on Circuits and System for Video Technology)
  • TC (IEEE Transactions on Cybernetics)
  • TIE (IEEE Transactions on Industrial Electronics)
  • APSIPA (Asia-Pacific Signal and Information Processing Association)
  • Big MM (the IEEE International Conference on Multimedia Big Data )
  • IEEE Acces
  • 《自动化学报》