代表性论著: 在人工智能领域进行了大量的研究工作积累,并取得了相应的研究工作成绩。从事非接触性生物特征识别领域的研究10余年,取得了一系列成果,在IEEE Transactions on Pattern Analysis and Machine Intelligence(TPAMI,IF=17.73)、IEEE Transactions on Image Processing(TIP,IF=10.34)、IEEE Transactions on Neural Networks and Learning Systems(TNNLS,IF=10.451)等国际顶级期刊、会议上共发表近20篇论文,其中以第一作者身份发表10余篇。申请人代表性成果列举如下: Xin Chen(陈欣), Jian Weng, Wei Lu, Jiaming Xu, Multi-Gait recognition based on attribute discovery, IEEE Transactions on pattern analysis and machine intelligence(TPAMI, 中科院 1区, TOP期,IF=17.73), 2018. Xin Chen(陈欣), Jian Weng, Wei Lu, Jiaming Xu, Jiasi Weng, Deep Manifold Learning Combined With Convolutional Neural Networks for Action Recognition, IEEE Transactions on neural networks and learning systems(TNNLS, 中科院 1区, TOP期, IF=11.683), 2018. Xin Chen(陈欣), Xizhao Luo, Jian Weng, Weiqi Luo, Huiting Li, Qi Tian, Multi-View Gait Image Generation for Cross-View Gait Recognition, IEEE Transactions on Image Processing (TIP, 中科院 1区, Top 期刊, IF:10.856), 2021. Xin Chen(陈欣), Jian Weng, Xiaoling Deng, Weiqi Luo, Yubin Lan, Qi Tian, Feature Distillation in Deep Attention Network Against Adversarial Examples, IEEE Transactions on Neural Networks and Learning Systems (TNNLS , 中科院1区, Top期刊, IF:10.451), 2021. Xin Chen(陈欣), Jian Weng, Weiqi Luo, Wei Lu, Huimin Wu, Jiaming Xu and Qi Tian, Sample Balancing for Deep Learning Based Visual Recognition, IEEE Transactions on Neural Networks and Learning Systems(TNNLS, 中科院 1区, TOP期, IF=10.451), 2020. Xin Chen(陈欣), Jiaming Xu, Uncooperative gait recognition: Re-ranking based on sparse coding and multi-view hypergraph learning, Pattern Recognition (中科院 2区, IF=4.582), 2016. Xin Chen(陈欣), Jiaming Xu, Jian Weng, Multi-gait recognition using hypergraph partition, Machine Vision and Applications (中科院3区, IF=1.306), 2017. Xin Chen(陈欣), Tianqi Yang, Jiaming Xu, Multi-gait identification based on multilinear analysis and multi-target tracking, Multimedia Tools and Applications (中科院 4区, IF=1.53), 2016. Xin Chen(陈欣), Tianqi Yang, Jiaming Xu, Cross-view gait recognition based on human walking trajectory, Journal of Visual Communication and Image Representation (中科院3区, IF=1.218), 2014. Huimin Wu(硕士生), Jian Weng, Xin Chen(陈欣), Wei Lu, Feedback weight convolutional neural network for gait recognition, Journal of Visual Communication and Image Representation (中科院3区,IF:1.218), 2018. Zhaopeng Xu(硕士生), Wei Lu, Qin Zhang, Yuileong Yeung, Xin Chen(陈欣), Gait recognition based on capsule network, Journal of Visual Communication and Image Representation (中科院3区,IF:1.218), 2019. Chengyi Chen(本科生), Xin Chen(陈欣), Jiaming Xu, Application of Gravity Center Track in Gait Recognition Robust to Influencing Factors, 10th Chinese Conference on Image and Graphics Technologies and Applications (IGTA), 2015.
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