教师简介
杨晨，博士，教授，硕士及博士研究生导师，贵州省千层次创新人才。主要从事人工智能算法、机器视觉算法、嵌入式系统等研究；其主要研究方向：(1)深度学习算法在遥感图像及信息处理中的应用；(2)深度学习算法在医疗图像及信息处理中应用；(3)可视化光电检测系统与算法，及其在半导体检测与食品检测中的应用。招生专业：电路与系统、微电子与固体电子学、新一代电子信息技术。以第一作者及通讯作者身份在Postharvest Biology and Technology,International Journal of Applied EarthObservation and Geoinformation, Computers and Electronics in Agriculture，Innovative Food Science and Emerging Technologies等国际知名期刊发表学术论文50余篇。担任Applied Intelligence、Physics in Medicine and Biology、Measurement等知名期刊的审稿人。主持国家自然科学基金2项，省级自然科学基金重点项目1项、基础项目1项、及贵州大学重点培育项目1项；以第一发明人授权专利30余项；2020年论文获评《激光与光电子学进展》优秀论文奖，2024年被评为Wiley出版社优秀作者计划奖。办公地点：贵州大学东校区博学楼628-2室；联系方式：eliot.c.yang@163.com。
主要经历
教育经历：
2014年01月-2015年01月瑞典，瑞典皇家理工学院，博士后
2005年09月-2010年01月中国科学院半导体研究所，博士
2001年09月-2005年07月西安交通大学，学士
职业经历:
2021年01月-至今贵州大学，大数据与信息工程学院，教授
2012年09月-2020年12月贵州大学，大数据与信息工程学院，副教授
2010年09月-2012年02月Synopsys Co. Ltd. (Shanghai)，研发工程师
主持的科研项目：
1.国家自然科学基金委青年科学基金项目，合同编号：61604046，起止时间：2017.01-2019.12，主持；
2.国家自然科学基金委地区基金项目，合同编号：61604046，起止时间：2021.01-2024.12，主持；
3.贵州省科技计划项目（课题），合同编号：黔科合基础-ZK[2022]重点020，起止时间：2022.04-2026.03，主持；
4.贵州科学技术基金，合同编号：黔科合J字[2013]2129号，起止时间：2013.01-2016.01，主持。
第一或通讯作者发表论文：
1.Chang Ma, ZeSheng Qin, Jia-Yong Song, Li-Feng Bian, Chen Yang*, A study on the visualization of ultrasound-assisted thawing process of frozen carrots using an in-situ schlieren imaging system*.Innovative Food Science and Emerging Technologies, 2025, 100: 103895. (出版年份1区, IF=6.5)
2.Jiangwei Deng, Guanglian Zhang, Zhanxu Zhang, Lifeng Bian, Chen Yang*, SSLT-Net: A Spatial-Spectral Linear Transformer Unmixing Network for Hyperspectral Image*.IEEE Geoscience and Remote Sensing Letters, 2024, 22: 5501505. (出版年份3区, IF=4.4)
3.Jia-Yong Song, Ze-Sheng Qin, Chang Ma, Li-Feng Bian, Chen Yang*, LED Light-Pipe Hyperspectral Technology for Visualizing Apple Quality*.Food and Bioprocess Technology, 2025. (出版年份2区, IF=5.3)
4.Yang Wang, Zhao Ding, Junli Li, Ting Yang, Jianfeng Chen, Lifeng Bian,Chen Yang*,Characterization of the in-situ degradation process of P3HTPCBM based on hyperspectral and neural networks.Polymer Testing, 2024, 140. (出版年份2区, IF= 6.7)
5.Lan Zhang, Yang Wang, Linzi Yang, Jianfeng Chen, Zijie Liu, Lifeng Bian,andChen Yang*, D2S2BoT: Dual-Dimension Spectral-Spatial Bottleneck Transformer for Hyperspectral Image Classification*.IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2024, 17. (出版年份2区, IF=5.5)
6.Jia-Yong Song, Ze-Sheng Qin, Chang-Wen Xue, Li-Feng Bian, Chen Yang*, Fruit grading system by reconstructed 3D hyperspectral full-surface images*.Postharvest Biology and Technology, 2024, 212. (出版年份1区, IF=7.0)
7.You Lu, Lan Zhang, Jihong Wang, Lifeng Bian, Zhao Ding, Chen Yang*,Hyperspectral upgrade solution for biomicroscope combined with Transformer network to classify infectious bacteria.Journal of Biophotonics, 2024, 17(5). (出版年份3区, IF=3.0)
8.Jian-Feng Chen, Zhao Ding, Jia-Yong Song, Yang Wang, Li-Feng Bian, Chen Yang*, Low-cost monochromatic uniform illumination HSI system for detection and classification of apple bruise.Journal of Food Measurement and Characterization, 2024, 18. (出版年份3区, IF=3.0)
9.Zhi-Zhu Ge, Zhao Ding, Yang Wang, Li-Feng Bian, Chen Yang*, Spectral domain strategies for hyperspectral super-resolution: Transfer learning and channel enhance network*.International Journal of Applied Earth Observation and Geoinformation, 2024, 134. (出版年份1区, IF=7.5)
10.Zesheng Qin, Jiayong Song, Changwen Xue, Haojie Li, Chang Ma, Lifeng Bian, Chen Yang*, An Irradiance Uniformity Reshaping Method for Solar Simulators Based on Computer-Generated Spatial Filter Films*.Applied Optics, 2024, 63(14): 3803-3810. (出版年份4区, IF=2.0)
11.Guanglian Zhang, Lan Zhang, Zhanxu Zhang, Jiangwei Deng, Lifeng Bian, Chen Yang*, DECT: Diffusion-Enhanced CNN-Transformer for Multi-source Remote Sensing Data Classification*.IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2024. (出版年份2区, IF=5.5)
12.Guanglian Zhang, Zhanxu Zhang, Jiangwei Deng, Lifeng Bian, Chen Yang*,S2CrossMamba: Spatial–Spectral Cross-Mamba for Multimodal Remote Sensing Image Classification*.IEEE Geoscience and Remote Sensing Letters, 2024. (出版年份3区, IF=4.0)
13.Chang-Wen Xue, Jia-Yong Song, Ze-Sheng Qin, Li-Feng Bian, Zi-Jiang Luo, Chen Yang*, An adjustable high-flux LED solar simulator based on dome structure*.Energy Science & Engineering, 2024, 12(9). (出版年份3区, IF=3.5)
14.Jia-Yong Song, Ze-Sheng Qin, Chang-Wen Xue, Li-Feng Bian, Chen Yang*,A monochrome pipelined HMI system for foodborne microorganisms testing.Computers and Electronics in Agriculture, 2024, 227. (出版年份1区, IF=8.3)
15.Kaijun Yang, Jihong Wang, Liantao Yang, Lifeng Bian, Zijiang Luo,Chen Yang*,A diagonal masking self-attention-based multi-scale network for motor imagery classification*.Journal of Neural Engineering, 2024, 21. (出版年份3区, IF=4.0)
16.Wen Zhou, Jihong Wang, Yuhang Wang, Zijie Liu, Chen Yang*, CGS-Net: A classification-guided framework for automated infection segmentation of COVID-19 from CT images*.International Journal of Imaging Systems and Technology, 2024, 34(1). (出版年份4区, IF=2.0)
17.Lan Zhang, Yang Wang, Linzi Yang, Jianfeng Chen, Zijie Liu, Jihong Wang, Lifeng Bian, Chen Yang, *A multi-range spectral-spatial transformer for hyperspectral image classification*.Infrared Physics and Technology, 2023, 135. (出版年份2区, IF=3.1)
18.Yang Wang, Zhao Ding, Jiayong Song, Zhizhu Ge, Ziqing Deng, Zijie Liu, Jihong Wang, Lifeng Bian, Chen Yang*,Peanut Defect Identification Based on Multispectral Image and Deep Learning. *Agronomy-Basel*, 2023, 13(4): 1158. (出版年份2区, IF=3.7)
19.Bing Zhang, Yang Wang, Caifu Ding, Ziqing Deng, Linwei Li, Zesheng Qin, Zhao Ding, Lifeng Bian, Chen Yang*, *Multi-scale feature pyramid fusion network for medical image segmentation*.International Journal of Computer Assisted Radiology and Surgery, 2023, 18: 353-365. (出版年份3区, IF=2.3)
20.Linzi Yang, Lan Zhang, Yang Wang, Jianfeng Chen, Zijie Liu, Lifeng Bian, Chen Yang*, TC-HISRNet: Hyperspectral Image Super-Resolution Network Based on Contextual Band Joint Transformer and CNN*.IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2023, 16: 9632-9645. (出版年份2区, IF=4.7)
21.Ze-Sheng Qin, Jia-Yong Song, Ji-Hong Wang, Zhao Ding, Li-Feng Bian, Chen Yang*, The planar tilt-detector array for wide view radiation pattern parallel measurement*.Optics and Laser Technology, 2023, 160. (出版年份2区, IF=4.4)
22.Yuhang Wang, Jihong Wang∗, Wen Zhou, Zijie Liu, Chen Yang,MAUNext: a lightweight segmentation network for medical images.Physics in Medicine & Biology, 2023, 68(10). (出版年份2区, IF=3.4)
授权国家专利：
1.杨晨;马畅;秦泽生,一种高光谱纹影系统, 2023-09-01至2033-08-31,中国, 202320429581.5；
2.杨晨;张澜;秦泽生,一种高实时性高光谱纹影系统, 2023-07-21至2033-07-20,中国, CN202320429578.3；
3.杨晨;张兵;宋家勇,一种具有高散热性能的匀光发生系统, 2022-05-03至2032-05-02,中国, ZL 2021 2 3022467.0；
4.杨晨;秦泽生;宋家勇,一种多波段匀光发生系统, 2022-05-24至2032-05-23,中国, ZL20212 3162137.1；
5.杨晨;张兵;宋家勇,一种太阳光模拟系统, 2022-06-07至2032-06-06,中国, ZL 2021 2 3297513.8；
6.杨晨;宋家勇,一种单色光高光谱系统及控制方法, 2022-11-01,中国, CN202211358015.6；
7.杨晨;秦泽生;宋家勇;马畅,一种全表面的高光谱成像装置, 2024-06-21至2034-06-20,中国, ZL 2023 2 3220550.8；
8.杨晨;李家成;宋家勇;秦泽生,一种基于激光的高光谱成像装置, 2024-06-04至2034-06-03,中国, ZL 2023 2 3220551.2。
指导学生获奖：
1.指导研究生获国家级奖学金4人次；
2.指导研究生获贵州大学十佳研究生1人次；
3.指导研究生获贵州大学卓越奖1人次；
4.指导研究生获贵州省优秀毕业生2人次。