王洪星 - 重庆大学 - 大数据与软件学院

个人简介

王洪星，1985年生，博士，毕业于新加坡南洋理工大学。招收博士/学硕/专硕，欢迎计算机/软件/信息/数学等相关专业优秀学生通过直博/硕博连读/推免/普招等方式报考专注于计算机视觉与模式识别研究，相关成果已发表在IEEE T-PAMI，IEEE T-CYB，IEEE T-IP，Pattern Recognition，IEEE CVPR，IEEE ICDM，IEEE ICME等国际顶级/权威期刊与会议。担任IEEE T-CYB，IEEE T-IP，IEEE T-MM，IEEE CVPR'17-19，IEEE ICCV'17'19，IEEE ICME'15-19，ACM MM'18等国际顶级/权威期刊和会议的评审专家。获IEEE ICME 2018 Outstanding Reviewer Award。出版Springer学术专著1部。主持国家自然科学基金面上项目1项、国家自然科学基金青年基金1项、重庆市基础科学与前沿技术研究专项项目1项、中央高校基本科研业务费创新人才专项项目1项。主研国家/省部级项目若干。重庆大学智能服务与软件工程中心研究骨干，重庆市农业大数据产业技术协同创新中心研究骨干。承担 “离散数学”与“计算机图形学”课程的教学。主研教改项目：《面向信息学科的离散数学》教学法研究（2017）；面向能力培养的计算机图形学教学改革与实践（2016）。 2016年获重庆大学新进教师微格优秀教学奖，2019年/2017年获软件学院青年教师教学基本功比赛一等奖。学术专著出版 [1] Hongxing Wang, Chaoqun Weng, Junsong Yuan, Visual Pattern Discovery and Recognition, by Springer, 2017 [LINK] 部分主持项目 [1] 国家自然科学基金面上项目：可扩展复杂数据的代表选择与模式主动学习研究，2020.01-2023.12，项目负责人 [2] 国家自然科学基金青年基金项目：基于特征融合与字典选择的代表模式发现研究，2017.01-2019.12，项目负责人 [3] 重庆市基础科学与前沿技术研究专项项目：结构化稀疏的视觉数据浓缩方法研究，2016.07-2019.06，项目负责人

研究领域

研究领域计算机视觉、模式识别、机器学习

近期论文

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部分科研论文 [1] Hongxing Wang, and Junsong Yuan, Representative Selection on a Hypersphere, IEEE Signal Processing Letters (SPL), 25(11): 1600-1664, 2018 [2] Jingjing Meng, Sucheng Wang, Hongxing Wang, Junsong Yuan, and Yap-Peng Tan, Video Summarization Via Multiview Representative Selection, IEEE Transactions on Image Processing (T-IP), 27(5): 2134-2145, 2018 (CCF-A) [3] Hongxing Wang, Yoshinobu Kawahara, Chaoqun Weng, and Junsong Yuan, Representative Selection with Structured Sparsity, Pattern Recognition (PR), 63: 268-278, 2017 [4] Chaoqun Weng, Hongxing Wang, Junsong Yuan, and Xudong Jiang, Discovering Class Specific Spatial Layouts for Scene Recognition, IEEE Signal Processing Letters (SPL), 2017 [5] Jingjing Meng, Hongxing Wang, Junsong Yuan, and Yap-Peng Tan, From Keyframes to Key Objects: Video Summarization by Representative Object Proposal Selection, in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR'16), Las Vegas, NV, USA, 2016 (CCF-A) [6] Jianyu Yang, Hongxing Wang, Junsong Yuan, Youfu Li, and Jianyang Liu, Invariant multi-scale descriptor for shape representation, matching and Retrieval, Computer Vision and Image Understanding (CVIU), 145: 43-58, 2016 [7] Xiaohong Zhang, Ying Qu, Dan Yang, Hongxing Wang, and Jeff Kymer, Laplacian Scale Space Behavior of Planar Curve Corners, IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), 37(11): 2207-2217, 2015 (CCF-A, 中科院SCI分区1区)) [8] Hongxing Wang, and Junsong Yuan, Collaborative Multi-feature Fusion for Transductive Spectral Learning, IEEE Transactions on Cybernetics (T-CYB), 45(3): 466-475, 2015 (中科院SCI分区1区) [9] Hongxing Wang, Chaoqun Weng, and Junsong Yuan, Multi-feature Spectral Clustering with Minimax Optimization, in Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR'14), Columbus, OH, USA, 2014 (CCF-A) [10] Hongxing Wang, Junsong Yuan, and Ying Wu, Context-Aware Discovery of Visual Co-occurrence Patterns, IEEE Transactions on Image Processing (T-IP), 23(4): 1805-1819, 2014 (CCF-A) [11] Hongxing Wang, Gangqiang Zhao, and Junsong Yuan, Visual Pattern Discovery in Image and Video Data: A Brief Survey, Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery (WIREs-DMKD), 4(1): 24-37, 2014 [12] Chaoqun Weng, Hongxing Wang, and Junsong Yuan, Hierarchical Sparse Coding based on Spatial Pooling and Multi-feature Fusion, in Proceedings of the IEEE Conference on Multimedia Expo (ICME'13), San Jose, USA, 2013 [13] Chaoqun Weng, Hongxing Wang, and Junsong Yuan, Learning Weighted Geometric Pooling for Image Classification, in Proceedings of the IEEE Conference on Image Processing (ICIP'13), Melbourne, Australia, 2013 [14] Hongxing Wang, Junsong Yuan, Yap-Peng Tan, Combining feature context and spatial context for image pattern discovery, in Proceedings of the IEEE International Conference on Data Mining (ICDM'11), Vancouver, Canada, 2011 (Regular Oral Paper)

学术兼职

国际顶级/权威期刊评审 IEEE Transactions on Image Processing IEEE Transactions on Cybernetics IEEE Transactions on Circuits and Systems for Video Technology IEEE Transactions on Multimedia Pattern Recognition (Outstanding Reviewer Award, 2018) Pattern Recognition Letters (Outstanding Reviewer Award, 2017) Image and Vision Computing Neurocomputing Information Fusion Journal of Visual Communication and Image Representation (Outstanding Reviewer Award, 2018) The Visual Computer 国际顶级/权威会议评审 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017-2019 IEEE International Conference on Computer Vision (ICCV), 2017, 2019 European Conference on Computer Vision (ECCV), 2018 ACM International Conference on Multimedia (ACM MM), 2018 AAAI Conference on Artificial Intelligence (AAAI), 2020 IEEE International Conference on Multimedia & Expo (ICME), 2015-2019 (Outstanding Reviewer Award, 2018) IEEE Conference on Visual Communication and Image Processing (VCIP), 2012-2019 其他学术兼职中国计算机学会计算机视觉专委会委员中国自动化学会模式识别与机器智能专委会委员中国人工智能学会模式识别专委会委员中国图象图形学学会视觉大数据专委会委员