南京林业大学信息科学技术学院、人工智能学院讲师。2022年12月博士毕业于南京邮电大学的信息与通信工程专业,2023年入职南京林业大学信息科学技术学院、人工智能学院。主要研究方向为生物特征识别、模式识别、联邦学习、多模态识别。
任恒毅
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论文发表情况:
[1] Hengyi Ren, Lijuan Sun, Jian Guo, Chong Han. A Dataset and Benchmark for Multimodal Biometric Recognition Based on Fingerprint and Finger Vein[J]. IEEE Transactions on Information Forensics and Security, 2022. (CCF-A类期刊,中科院1区top期刊,DOI: 10.1109/TIFS.2022.3175599)
[2] Hengyi Ren, Lijuan Sun, Jian Guo, Chong Han, Ying Cao. A High Compatibility Finger Vein Image Quality Assessment System Based on Deep Learning[J]. Expert Systems with Applications, 2022, 196: 116603. (中科院1区top期刊,DOI: 10.1016/j.eswa.2022.116603)
[3] Hengyi Ren, Lijuan Sun, Jian Guo, Chong Han, Fan Wu. Finger Vein Recognition System with Template Protection Based on Convolutional Neural Network [J]. Knowledge-Based Systems, 2021, 227: 107159. (中科院1区top期刊,DOI: 10.1016/j.knosys.2021.107159)
[4] Hengyi Ren, Jian Guo, Lijuan Sun, Chong Han. Prediction Algorithm Based on Weather Forecast for Energy-harvesting Wireless Sensor Networks[C]//IEEE TrustCom/BigDataSE. IEEE, 2018: 1785-1790. (EI 会议)
专利授权情况:
[1] 孙力娟; 任恒毅; 郭剑; 韩崇; 肖甫; 周剑; 王娟; 王汝传 ; 基于卷积神经网络的形变检测与矫正的手指静脉识别方法, 2022-07-12, 中国, CN202010811797.9
[2] 孙力娟; 任恒毅; 韩崇; 郭剑; 肖甫; 王娟; 周剑; 王汝传 ; 基于天气数据的无线传感网节点太阳能收集功率预测算法, 2022-03-29, 中国, CN201810383872.9
1. 江苏省自然科学基金,青年项目,2024-07至2027-06,在研,主持
算法分析、最优化方法