張悅,女,,講師,,博士,碩士生導(dǎo)師,。研究方向包括:機(jī)器學(xué)習(xí),、計算機(jī)視覺、多模態(tài)大模型等,。
電子郵箱:[email protected]
個人簡歷:
2010.09-2014.07 鄭州輕工業(yè)大學(xué) 計算機(jī)科學(xué)與技術(shù) 學(xué)士
2014.09-2017.07 河南師范大學(xué) 計算機(jī)科學(xué)與技術(shù) 碩士
2022.01-2023.01 南洋理工大學(xué)(新加坡) 信號與信息處理 聯(lián)合培養(yǎng)
2017.09-2023.04 北京交通大學(xué) 信號與信息處理 博士
科研項(xiàng)目:
1. 2025/01-2027/12,,國家自然科學(xué)基金青年基金,,“面向開放世界的跨模態(tài)行人搜索關(guān)鍵技術(shù)研究”,主持,,在研,。
2. 2024/01-2025/12,河南省科技攻關(guān)項(xiàng)目,,“面向智慧社區(qū)的行人開放屬性識別技術(shù)研究”,,主持,在研,。
3. 2024/01-2026/12,,博士人才科研啟動課題,“面向行人搜索的多域監(jiān)控視頻行人表示和度量研究”,,主持,,在研。
學(xué)術(shù)獎勵:
張悅(1/6); 2020年IEEE Computer Society年度優(yōu)秀論文獎(runners-up), IEEE Computer Society, 其他, 國際學(xué)術(shù)獎, 2022 (科研獎勵)
專利和軟件著作權(quán):
[1] 多重復(fù)紋理圖像的拼接方法,,專利號:201811346100.4,。
[2] 基于超分辨率重構(gòu)的監(jiān)控視頻行人檢測方法,受通號:202010583209.0,。
[3] 基于分塊非直接耦合GAN網(wǎng)絡(luò)的行人重識別方法,,受通號:202010218063.X,。
[4] 一種基于條件生成對抗網(wǎng)絡(luò)的單幅圖像去霧方法,,受通號:202010217718.1,。
[5] 基于跨類別矩陣滿秩約束的行人搜索方法及系統(tǒng),受通號:202210725215.4,。
[6] 基于深度學(xué)習(xí)的行人重識別系統(tǒng),,登記號:2020SR0706180。
主要論文:
[J1] Yue Zhang, Fanghui Zhang, Yi Jin, Yigang Cen, Viacheslav Voronin. Local Correlation Ensemble with Graph Convolutional Network based on Attention Features for Cross-domain Person Re-identification [J]. ACM Transactions on Multimedia Computing, Communications and Applications. 19(2), pp.1-22, 2023. (CCF B類, ESI 高被引)
[J2] Yue Zhang, Shuqin Wang, Shichao Kan, Yigang Cen. End-to-end feature diversity person search with rank constraint of cross-class matrix[J].Neurocomputing 518 (2023): 453-465.
[J3] Yi Jin*, Yue Zhang*, Yigang Cen, Yidong Li, Vladimir Mladenovic, Viacheslav Voronin. Pedestrian detection with super-resolution reconstruction for low-quality image. Pattern Recognition 115 (2021): 107846.(CCF B類)
[J4] Yue Zhang, Yi Jin, Jianqiang Chen, Shichao Kan, Yigang Cen and Qi Cao, ”PGAN: Part-Based Nondirect Coupling Embedded GAN for Person Reidentification,” in IEEE MultiMedia, vol. 27, no. 3, pp. 23-33, 1 July-Sept. 2020.
[J5] Shichao Kan*, Yue Zhang*, Fanghui Zhang, Dezhi Li, Yigang Cen, Zhihai He. InputSize Flexibility Conditional Generative Adversarial Network for Single Image Dehazing[J]. Signal Processing: Image Communication. 2022, 102: 116599. (CCF C類)
[J7] 宋爽, 張悅, 張琳娜, 岑翼剛, 李浥東.基于深度學(xué)習(xí)的輕量化目標(biāo)檢測算法[J].系統(tǒng)工程與電子技術(shù),2022,44(09):2716-2725.
[J8] 張琳娜,陳建強(qiáng),吳妍,張悅,岑翼剛. 基于雙匹配配準(zhǔn)算法的多重復(fù)紋理圖像拼接[J]. 數(shù)據(jù)采集與處理,2021,36(02):334-345.(通訊作者)
[C1] Yue Zhang, Suchen Wang, Shichao Kan, Zhenyu Weng, Yigang Cen, and Yappeng Tan. 2023. POAR: Towards Open Vocabulary Pedestrian Attribute Recognition. In Proceedings of the 31st ACM International Conference on Multimedia (MM ’23), October 29-November 3, 2023, Ottawa, ON, Canada. ACM, New York, NY, USA, 11 pages. (CCF A類會議)
[C2]Runzhong Zhang, Suchen Wang, Yueqi Duan, Yansong Tang, Yue Zhang, Yap-Peng Tan, HOI-aware Adaptive Network for Weakly-supervised Action Segmentation[C]. IJCAI, 2023. (CCF A類會議)
[C2] Yue Zhang, Fanghui Zhang, Shichao Kan, Linna Zhang, Jiaping Zong, and Yigang Cen. Cross-domain Person Re-identification Based on the Sample Relation Guidance[C]//International Conference on Image and Graphics. Springer, Cham, 2021: 326-337.