束鑫,男,工学博士,教授,硕士生导师,镇江市“十佳教师”,计算机学院软件工程系主任。曾于2015-2016年省公派在英国伦敦大学玛丽女王学院电子工程与计算机系做访问学者。主要研究方向为模式识别、人脸识别、医学图像分析、缺陷检测、图像检索、图像内容理解和深度学习及应用。作为主要研究人员主持及参与多项国家自然科学基金及省部级项目,在模式识别、计算机视觉等领域有长期研究积累,近年来主要从事人脸识别、医学图像分析、缺陷检测、图像内容理解等相关课题研究,在《Pattern Recognition》《Expert Systems with Applications》《IEEE Trans. on Instrumentation and Measurement》《Measurement》《Signal Processing: Image Communication》《Biomedical Signal Processing and Control》《Computers in Biology and Medicine》《Image and Vision Computing》《Journal of Visual Communication and Image Representation》《Multimedia Systems》《Journal of Electronic Imaging》《计算机研究与发展》《计算机辅助设计与图形学学报》等国内外知名刊物上发表相关学术论文40余篇。申请国家发明专利20余项,已授权10项。参与完成的研究项目获国家级协会科技进步二等奖2项(2012)、三等奖1项(2019),无锡市科技进步二等奖1项(2012)。
[1] Chufan Liu, Xin Shu(束鑫), Lei Pan, Jinglong Shi, Bin Han, Multiscale Underwater Image Enhancement in RGB and HSV Color Spaces, IEEE Trans. on Instrumentation and Measurement, 72 (2023) 5021814. (中科院二区)
[2] Xin Shu(束鑫), Xiaojie Li, Xin Zuo, Dan Xu, Jinlong Shi, Face Spoofing Detection Based on Multi-scale Color Inversion Dual-stream Convolutional Neural Network, Expert Systems with Applications, 244 (2023) 119988. (中科院一区, TOP期刊)
[3] Chao Zhao, Xin Shu(束鑫), Xi Yan, Xin Zuo, Feng Zhu, RDD-YOLO: A modified YOLO for detection of steel surface detects, Measurement, 214 (2023) 112776. (中科院二区)
[5] Jiawen Lu, Jinglong Shi, Haowei Zhu, Jun Ni, Xin Shu(束鑫) et al, Depth Guidance and Intra-Domain Adaptation for Semantic Segmentation, IEEE Trans. on Instrumentation and Measurement, 72 (2023) 5008313. (中科院二区)
[6] Xianhua Duan, Chaoqiang Jin, Xin Shu(束鑫), HCPSNet heterogeneous cross‑pseudo‑supervision network with confidence evaluation for semi-supervised medical image segmentation, Multimedia Systems, 2023. (中科院四区)
[7] Xin Shu(束鑫), Hui Pan, Jinlong Shi, Xiaoning Song, Xiao-Jun Wu, Using global information to refine local patterns for texture representation and classification, Pattern Recognition, 131 (2022) 108843.(中科院一区, TOP期刊)
[8] Xin Shu(束鑫), Yingyan Gu, Xin Zhang, Chunlong Hu, Ke Cheng, FCRB U-net: A novel fully connected residual block U-net for fetal cerebellum ultrasound image segmentation, Computers in Biology and Medicine, 148 (2022) 105693. (中科院二区)
[9] Xin Shu(束鑫), Feng Chang, Xin Zhang, Changbin Shao, Xibei Yang, ECAU-Net: Efficient channel attention U-Net for fetal ultrasound cerebellum segmentation, Biomedical Signal Processing and Control, 75 (2022) 103528. (中科院二区)
[10] Xin Shu(束鑫), Zhigang Song, Jinlong Shi, Shucheng Huang, Xiao-Jun Wu, Multiple Channels Local Binary Pattern for Color Texture Representation and Classification, Signal Processing: Image Communication, 98 (2021) 116392. (中科院二区)
[11] Xin Shu(束鑫), Kun Xia, Hui Pan, Lei Pan, Ming Zhang, Face anti-spoofing based on weighted neighborhood pixel difference pattern[J], Journal of Electronic Imaging, 30(3), 033003 (10 May 2021). (中科院四区)
[12] Xin Shu(束鑫), Hui Tang, Shucheng Huang, Face spoofing detection based on chromatic ED-LBP texture feature[J], Multimedia Systems, 2021, 27, 161-176. (中科院四区)