孙凯 副教授 硕士生导师
数学与统计学院 统计系
Email: kaisun@mail.xjtu.edu.cn
办公室: 数学楼220(兴庆校区)
对机器学习和计算机视觉感兴趣的本科生、研究生,欢迎联系!
简介
副教授、硕士生导师,主要从事3D物体识别、底层图像处理等方向研究。已在TIP, TNNLS, CVPR等国际期刊和会议发表论文20余篇,其中以第一作者发表ESI高被引论文1篇,ESI热点论文一篇,主持国家自然科学基金、JG项目、中国博士后面上基金、陕西数理基础科学研究项目、基本业务费,参与重大、面上、JG等项目。
工作经历
2020.11- 至今, 西安交通大学数学与统计学院博士后 合作导师:张讲社教授
2020.11- 2024.07,西安交通大学数学与统计学院统计系,助理教授
2024.07- 至今, 西安交通大学数学与统计学院统计系,副教授、硕士生导师
代表性工作(一作或通讯*)
[1] Kai Sun, Jiangshe Zhang, Shuang Xu, Zixiang Zhao, Chunxia Zhang, Junmin Liu, Junying Hu. CACNN: Capsule Attention Convolutional Neural Networks for 3D Object Recognition, IEEE Transactions on Neural Networks and Learning Systems, 2023. (中科院1区Top)
[2] Kai Sun, Jiangshe Zhang, Junmin Liu, Shuang Xu, Xiangyong Cao, Rongrong Fei. Modified Dynamic Routing Convolutional Neural Network for Pan-Sharpening, Remote Sensing, 2023. (中科院二区Top)
[3] Kai Sun, Jiangshe Zhang, Jialin Wang, Shuang Xu, Chunxia Zhang, Junying Hu. MBIAN: Multi-level bilateral interactive attention network for multi-modal image processing, Expert Systems with Applications, 2023. (中科院1区Top)
[4] Shuang Xu, Jiangshe Zhang, Jialin Wang, Kai Sun*, Chunxia Zhang, Junmin Liu, Junying Hu. A model-driven network for guided image denoising, Information Fusion, 2022. (中科院1区Top)
[5]Kai Sun, Jiangshe Zhang, Junmin Liu, Ruixuan Yu, Zengjie Song. DRCNN: Dynamic routing convolutional neural network for multi-view 3D object recognition, IEEE Transactions on Image Processing, 2021. (中科院1区Top)
[6]Kai Sun, Jiangshe Zhang, Hongwei Yong, Junmin Liu. FPCANet: Fisher discrimination for principal component analysis network, Knowledge-Based Systems, 2019. (中科院1区Top)
[7]Kai Sun, Jiangshe Zhang, Chunxia Zhang, Juying Hu. Generalized extreme learning machine autoencoder and a new deep neural network, Neurocomputing, 2017. (ESI高被引&热点论文)