计算机技术
图像算法与机器视觉及应用、模式识别与智能信息处理
宫新一，男，1992年3月出生，辽宁沈阳人，bob电竞ios 计算机学院研究员，硕士生导师，CCF、CAAI会员，中国人工智能学会智能光学成像专委会秘书长。2014年毕业于清华大学自动化系，获学士学位；2019年毕业于中国科学院自动化研究所，获工学博士学位，同年8月任职于中科院自动化研究所。2023年入职bob电竞ios 。现为空间信息研究院研究员。
主要研究方向为机器视觉与智能检测、先进检测技术及工业应用，涉及图像融合、目标检测、目标跟踪、深度神经网络轻量化与部署等内容，主要围绕理论包括但不限于机器学习、深度学习、统计学习等方面。在机器视觉缺陷检测和测量方面累积了丰富经验，发表高水平国际期刊/会议论文10余篇，申请发明专利9项，主持国家自然科学基金面上项目1项、参与国家重点研发项目、国家自然科学基金项目、省自然基金项目等多项。目前与清华大学、中科院自动化研究所、浙江大学、银江技术、儒众智能等高校与企业建立深入的产学研合作。
联系邮箱：gongxinyi@hdu.edu.cn
发表论文：
[1] Xinyi Gong, Hu Su, De Xu, Zhengtao Zhang, Fei Shen and Huabin Yang*, An overview of contour detection approaches. International Journal of Automation and Computing. vol. 15, issue 6, pp. 656-672, 2018.
[2] Xinyi Gong, Hu Su, De Xu, Hua-Bin Yang, Zhengtao Zhang*, and Lei Zhang. Contour extraction based on prior information and Brownian motion for inner structure inspection of deep hole components. IEEE Transactions on Components, Packaging and Manufacturing Technology. vol. 9, Issue 3, pp. 575-585, 2019.
[3] Xinyi Gong, Hu Su, De Xu, Jiabin Zhang, Zhengtao Zhang*, and Lei Zhang. Visual Defect Inspection for Deep-aperture Components with Coarse-to-fine Contour Extraction. IEEE Transactions on Instrumentation and Measurement. vol. 69, Issue 6, pp. 3262-3274, 2020.
[4] Zhengrui Peng, Xinyi Gong, Zhenfeng Lu, Xiangyi Xu, Bengang Wei, and Shixiong Meng*. Automatic Unsupervised Fabric Defect Detection Based on Self-Feature Comparison. Electronics, vol. 10, Issue 21, no. 2652, 2021.
[5] Xian Tao, Zihao Wang, Zhengtao Zhang, Dapeng Zhang*, De Xu, Xinyi Gong, Lei Zhang. Wire Defect Recognition of Spring-Wire Socket Using Multitask Convolutional Neural Networks. IEEE Transactions on Components, Packaging and Manufacturing Technology. vol. 8, Issue 4, pp. 689-698, 2018.
[6] Jiabin Zhang, Zhengtao Zhang, Hu Su*, Wei Zou, Xinyi Gong, and Feng Zhang. Quality Inspection based on quadrangular object detection for deep aperture component.IEEE Transactions on Systems, Man, and Cybernetics: System.vol. 51, no. 10, pp. 5938-5948, 2021.
[7] Jiabin Zhang, Hu Su*, Wei Zou, Xinyi Gong, Zhengtao Zhang and Fei Shen. CADN: A weakly supervised learning-based category-aware object detection network for surface defect detection. Pattern Recognition, 109(107571), 2020.
[8] Xinyi Gong, Hu Su, Zhengtao Zhang, and De Xu*. Vision-based quality inspection for components with small diameter and deep hole. IEEE International Conference on Mechatronics and Automation, Takamatsu, Japan, pp. 2016-2021, 2017.
[9] Zhengrui Peng, Xinyi Gong*, Zhenfeng Lu, Xiangyi Xu, Bengang Wei, Mukesh Prasad. A Novel Fabric Defect Detection Network Based on Attention Mechanism and Multi-Task Fusion. IEEE International Conference on Network Intelligence and Digital Content, Beijing, China, pp. 484-488, 2021.
[10] Xian Tao*, Xinyi Gong, Xin Zhang, Shaohua Yan, Chandranath Adak. Deep Learning for Unsupervised Anomaly Localization in Industrial Images: A Survey. IEEE Transactions on Instrumentation and Measurement, 2022.