人物經歷
· 2003至2007, 武漢大學, 計算機學院, 本科, 導師:黃傳河
· 2007至2009, 華中科技大學, 計算機科學與技術學院, 碩士, 導師: 盧炎生
· 2009至2013, 華中科技大學, 計算機科學與技術學院, 博士, 導師: 盧炎生
· 2013至2014, 中南民族大學, 計算機科學學院, 講師
· 2014至2015, 武漢理工大學, 計算機科學與技術學院, 講師
· 2014至2017, 武漢理工大學, 光纖感測技術國家工程實驗室, 博士後,導師: 姜德生
· 2014至2021, 武漢理工大學, 計算機科學與技術學院, 副教授
· 2016至2017, 佛羅里達大學, 電子與計算機工程系, 訪問學者
· 2021至2022, 北京大學, 信息科學技術學院, 訪問學者, 導師: 黃鐵軍
· 2021至現在, 武漢理工大學, 計算機與人工智慧學院, 副教授
研究方向
· 人工智慧
· 視覺信息處理
· 多媒體內容分析與檢索
學術成果
近5年部分研究成果情況
[1] Xian Zhong,Tianyou Lu, Wenxin Huang*, Mang Ye, Xuemei Jia and Chia-Wen Lin, GrayscaleEnhancement Colorization Network for Visible-infrared Person Re-identification,IEEE Trans. Circuits Syst. Video Technol.(TCSVT), 2021.
[2] Xian Zhong,Shilei Zhao, Xiao Wang*, Kui Jiang, Wenxuan Liu, Wenxin Huang, Zheng Wang*. UnsupervisedVehicle search in the Wild: A New Benchmark. ACM Int. Conf. Multimedia (ACM MM), 2021.
[3] Xian Zhong,Guozhang Nie, Wenxin Huang*, Wenxuan Liu, Bo Ma, Chia-Wen Lin. Attention-guidedImage Captioning with Adaptive Global and Local Feature Fusion. J. Vis. Commun. Image Represent. (JVCIR),2021, 78: 103138.
[4] Xian Zhong,Yiting Liu, Wenxin Huang*, Xiao Wang, Bo Ma, Jingling Yuan. Part-AlignedNetwork with Background for Misaligned Person Search. ACM Int. Conf. Multimedia Retr. (ICMR), 2021: 4250-4254.
[5] Yuze Tian, Xian Zhong*, Wenxuan Liu, Xuemei Jia, ShileiZhao, Mang Ye. Random Walk Erasing with Attention Calibration for ActionRecognition. Pacific Rim Int. Conf.Artif. Intell. (PRICAI), 2021.
[6] Lu Xu, Xian Zhong*,Wenxuan Liu, Shilei Zhao, Zhengwei Yang, Luo Zhong. SubspaceEnhancement and Colorization Network for Infrared Video Action Recognition. Pacific Rim Int. Conf. Artif. Intell.(PRICAI), 2021.
[7] Zhixin Sun, Xian Zhong*, Shuqin Chen, Wenxuan Liu, DuxiuFeng, Lin Li. Modeling Context-Guided Visual and Linguistic Semantic Featurefor Video Captioning. Artif. NeuralNetworks Mach. Learn. (ICANN), 2021: 677-689.
[8] Xian Zhong,Wenxin Huang, Ruiqi Luo, Can Wang. Video Human Behavior Recognition Based onISA Deep Network Model. Int. J. Pattern Recognit.Artif. Intell. (IJPRAI), 2020, 34(14): 2056012:1-2056012:17.
[9] Ruiqi Luo, XianZhong*, Enxiao Chen. Image Classification with a MSF Dropout. Multimedia Tools Appl. (MTA), 2020,79(7-8): 4365-4375.
[10] Xian Zhong,Jinhang Liu, Lin Li, Shuqin Chen*, Wei Lu, Yuyu Dong, Bingqing Wu, Luo Zhong. Anemotion classification algorithm based on SPT-CapsNet. Neural Comput. Appl. (NCA), 2020, 32(7): 1823-1837.
[11] Shuqin Chen, XianZhong*, Lin Li, Wenxuan Liu, Cheng Gu, Luo Zhong. Adaptively ConvertingAuxiliary Attributes and Textual Embedding for Video Captioning Based onBiLSTM. Neural Process. Lett. (NPL),2020, 52(3): 2353-2369.
[12] Zhongwei Xie, Lin Li, Xian Zhong*, Luo Zhong, Jianwen Xiang. Image-to-video personre-identification with cross-modal embeddings. Pattern Recognit. Lett. (PRL), 2020, 133: 70-76.
[13] Xian Zhong,Oubo Gong, Wenxin Huang*, Jingling Yuan, Bo Ma, Ryan Wen Liu. Multi-ScaleResidual Network for Image Classification. IEEEInt. Conf. Acoustics Speech Signal Process. (ICASSP), 2020: 2023-2027.
[14] Xian Zhong,Tianyou Lu, Wenxin Huang*, Jingling Yuan, Wenxuan Liu, Chia-Wen Lin. Visible-infraredPerson Re-identification via Colorization-based Siamese Generative AdversarialNetwork. ACM Int. Conf. Multimedia Retr.(ICMR), 2020: 421-427.
[15] Xian Zhong,Ming Tan, Weijian Ruan, Wenxin Huang, Liang Xie, Jingling Yuan*. Dual-DirectionPerception and Collaboration Network for Near-Online Multi-Object Tracking. IEEE Int. Conf. Image Process. (ICIP),2020: 2111-2115.
[16] Xian Zhong,Cheng Gu, Wenxin Huang*, Lin Li, Shuqin Chen, Chia-Wen Lin. ComplementingRepresentation Deficiency in Few-shot Image Classification: A Meta-LearningApproach. IEEE Int. Conf. PatternRecognit. (ICPR), 2020: 2677-2684.
[17] Shifeng Wu, Huazhu Song*, Ting Li, Xian Zhong*. Integration and formal representation in civilengineering supervision based on data-driven. Clust. Comput., 2019, 22: 6499-6516.
[18] Xian Zhong,Oubo Gong, Wenxin Huang, Lin Li*, Hongxia Xia. Squeeze-and-Excitation WideResidual Networks in Image Classification. IEEEInt. Conf. Image Process. (ICIP), 2019: 395-399.
[19] Xian Zhong,Jiachen Li, Wenxin Huang*, Liang Xie. Deep Multi-label Hashing for ImageRetrieval. IEEE Int. Conf. Tools Artif.Intell. (ICTAI), 2019: 1245-1251.
[20] Xian Zhong,Meng Feng, Wenxin Huang*, Zheng Wang, Shin'ichi Satoh. Poses GuideSpatiotemporal Model for Vehicle Re-identification. Conf. Multimedia Model. (MMM), 2019:426-439.
[21] Zhongwei Xie, Lin Li*, Xian Zhong*, Luo Zhong, Qing Xie, Jianwen Xiang. A Hybrid ModelReuse Training Approach for Multilingual OCR. Int. Conf. Web Inf. Sys. Eng. (WISE), 2018: 497-512
主持或參加科研項目情況
· 國家基金面上合作研究, 51208388, 面向生命周期能耗評估的建築信息模型研究, 2013至2016, 參加
· 湖北省科技廳湖北省科技重大專項, 2013AEA005, 紅外光學材料均勻性檢測儀的關鍵技術研發, 2014至2015, 參加
· 湖北省自然科學基金面上項目, 2014CFB836, 面向監控大數據的粗粒度聚類策略, 2014至2015, 參加
· 湖北省自然科學基金青年基金, 2015CFB525, 城市隧道監控大數據分析預測及視頻語義檢索方法研究, 2015至2016, 主持
· 國家社科基金一般項目, 15BGL048, 融合網際網路數據的小微企業信用打分模型研究, 2015至2017, 參加
· 湖北省科技廳湖北省高技術專項, 2016AAA058, 智慧型汽車主減速器狀態智慧型檢測與故障診斷關鍵技術與研發, 2016至2018, 參加
· 湖北省自然科學基金創新群體項目, 2017CFA012, 智慧型終端基礎軟體老化測試與重生關鍵技術, 2017至2019, 參加
· 國家科技部重點研發, 2017YFB1402203, 藏文文獻數位化無損採集裝置研發與數據處理, 2017至2020, 參加
· 湖北省自然科學基金青年傑出人才項目, 2020CFA055, 長江湖北段智慧型船舶智慧型航行關鍵技術研究, 2020至2023, 參加
· 湖北省自然科學基金面上項目, 長時監控複雜場景車輛重識別關鍵技術研究, 2021至2023, 主持