金鑫，1987年出生，河南商丘人，雲南省”興滇英才支持計畫”青年人才，雲南省優秀青年基金項目主持人，2018年8月至 2020年10月在雲南大學軟體學院從事博士後研究，2020年11月被遴選為碩士生導師，2021年3月晉升副教授，先後主持國家自然科學基金1項，雲南省基礎研究計畫項目2項，中國博士後基金會項目2項，雲南省博士後定向資助1項，雲南省教育廳項目2項，雲南大學校級項目2項；先後在IEEE Transactions on Cybernetics、IEEE Transactions on Instrumentation & Measurement、IEEE Transactions on Geoscience and Remote Sensing、 IEEE Transactions on Consumer Electronics、IEEE Transactions on Emerging Topics in Computational Intelligence、 IEEE Transactions on Intelligent Vehicles 、Signal Processing、Engineering Applications of Artificial Intelligence 、Physica A: Statistical Mechanics and its Applications, Information Sciences、Expert Systems with Application、計算機輔助設計與圖形學學報等雜誌發表學術論文100餘篇（H指數19，被引1300餘次），其中SCI收錄60餘篇，申請專利10項（已授權5項），軟體著作權2項；先後獲得雲南省科學技術獎自然科學獎三等獎、雲南省博士後科研基金優秀成果獎勵三等獎、雲南省優秀博士畢業論文。
教育背景,研究領域,代表性學術論著,專利授權與申請,專利授權,專利申請,主要科研項目,獲獎成果,學術任職,
教育背景
2013.09—2018.06，雲南大學，信息與通信工程，博士（碩博連讀）
2009.09—2013.06，河南師範大學，電子信息工程，本科
研究領域
1. 人工神經網路方面：人工神經網路的建模與理論分析、面向嵌入式系統的神經網路套用。
2. 圖像處理與計算機視覺方面：圖像目標檢測、目標跟蹤、超解析度、識別、彩色化、增強、融合、去噪等。
3. 信息融合方面：多模態圖像特徵提取與融合、基於軟計算模型的信息融合技術。
4. 信息安全方面：人工智慧模型中的對抗攻擊與防禦、偽造/虛假圖像檢測、圖像隱寫。
代表性學術論著
部分第一作者或通訊作者期刊論文
[1]. Xin Jin; Dongming Zhou; Qian Jiang; Xing Chu; Shaowen Yao; Keqin Li; Wei Zhou. How to analyze the neurodynamic characteristics of pulse coupled neural networks? A theoretical analysis and case study of intersecting cortical model, IEEE Transactions on Cybernetics, 2022, 52(7): 6354-6368, https://ieeexplore.ieee.org/document/9325888. (SCI，中科院一區 Top，IF= 19.118 ，CCF推薦 B類）
[2]. Jin X, Jiang Q, Chu X, Xun L, Yao S, Li K, Zhou W. Brain Medical Image Fusion Using L2-Norm-Based Features and Fuzzy-Weighted Measurements in 2D Littlewood-Paley EWT Domain. IEEE Transactions on Instrumentation & Measurement, 2020, 69 (8):5900-5913. http://doi.org/10.1109/TIM.2019.2962849 （SCI，中科院二區Top，IF= 5.332 ）
[3]. Xin Jin, Pingfan Zhang, Qian Jiang, Shengfa Miao, Shaowen Yao, Wei Zhou, F-UNet++: Remote Sensing Image Fusion Based on Multipurpose Adaptive Shuffle Attention and Composite Multi-input Reconstruction Network, IEEE Transactions on Instrumentation & Measurement, 2022, 72: 9501815. （SCI，中科院二區Top，IF= 5.332 ）
[4]. Jianan Feng, Qian Jiang, Ching-Hsun Tseng, Xin Jin*, Ling Liu, Shaowen Yao, Wei Zhou, A Deep Multitask Convolutional Neural Network for Remote Sensing Image Super-resolution and Colorization, IEEE Transactions on Geoscience and Remote Sensing, 2022, 60: 5407915. （SCI，中科院一區 Top，CCF推薦 B類， IF= 8.125）
[5]. Qian Jiang, Shinjye Lee, Xiaojun Zeng, Xin Jin*, Jingyu Hou, Wei Zhou, Shaowen Yao, A Multi-focus Image Fusion Scheme Based on Similarity Measure of Transformed Isosceles Triangles between Intuitionistic Fuzzy Sets, IEEE Transactions on Instrumentation & Measurement, 2022, 71: 5013115. （SCI，中科院二區Top，IF= 5.332 ）
[6]. Hangying Liao, Qian Jiang, Xin Jin*, Ling Liu, Lin Liu, Shin-Jye Lee, Wei Zhou. MUGAN: Thermal Infrared Image Colorization Using Mixed-Skipping UNet and Generative Adversarial Network, IEEE Transactions on Intelligent Vehicles, 2022, 8 (4) , pp.2954-2969. https://ieeexplore.ieee.org/document/9935274/（SCI，中科院區一，IF= 5.009）
[7]. Qian Jiang, Xin Jin*, Xiaohui Cui*, Shaowen Yao, Keqin Li, Wei Zhou, A Lightweight Multimode Medical Image Fusion Method Using Similarity Measure between Intuitionistic Fuzzy Sets Joint Laplacian Pyramid, IEEE Transactions on Emerging Topics in Computational Intelligence,2023, 7(3): 631 - 647. (中科院二區，IF= 4.851)
[8]. Youwei He, Xin Jin*, Qian Jiang, Zien Cheng, Puming Wang, Wei Zhou, LKAT-GAN: A GAN for Thermal Infrared Image Colorization Based on Large Kernel and AttentionUNet-Transformer, IEEE Transactions on Consumer Electronics, 2023, 69( 3):478-489. (中科院二區，IF= 4.414)
[9]. Huanyu Guo, Xin Jin*, Qian Jiang, Michal Wozniak, Puming Wan, DMF-Net: A Dual Remote Sensing Image Fusion Network Based on Multi-Scale Convolutional Dense Connectivity with Performance Measure, IEEE Transactions on Instrumentation & Measurement, 2024, 73: 5013415. https://ieeexplore.ieee.org/document/10445492（SCI，中科院二區 top ）
[10]. Guorui Wang, Qian Jiang, Xin Jin*, Yu Lin, Yuanyu Wang, Wei Zhou*, SiamTDR :Time-efficient RGBT Tracking via Disentangled Representations, IEEE Transactions on Industrial Cyber-Physical Systems, 2023, 1: 167-181.
[11]. Xin Jin , Shanshan Huang, Qian Jiang , Shin-Jye Lee , Liwen Wu, and Shaowen Yao , Semisupervised Remote Sensing Image Fusion Using Multiscale Conditional Generative Adversarial Network With Siamese Structure, IEEE Journal of Selected Topics in Applied Earth Observations And Remote Sensing , 2021, 14: 7066–7084. (SCI，中科院二區top ，IF= 5.5).
[12]. Xin Jin, Ling Liu, Xiaoxuan Ren, Qian Jiang, Shin-Jye Lee, Jun Zhang, Shaowen Yao, A Restoration Scheme for Spatial and Spectral Resolution of Panchromatic Image Using Convolutional Neural Network, IEEE Journal of Selected Topics in Applied Earth Observations And Remote Sensing, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2024, 17:3379 - 3393. (SCI，中科院二區top ， IF= 5.5).
[13]. Xin Jin, Pingfan Zhang, Youwei He, Jiang Qian, Puming Wang, Jingyu Hou, Wei Zhou, Shaowen Yao, A Theoretical Analysis of Continuous Firing Condition for Pulse-coupled Neural Networks with its Applications, Engineering Applications of Artificial Intelligence, 2023,126:107101. https://doi.org/10.1016/j.engappai.2023.107101.（SCI，中科院二區，top，IF=8）
[14]. Ling Liu, Qian Jiang, Xin Jin*, Jianan Feng, Ruxin Wang, Hangying Liao, Shin-Jye Lee, Shaowen Yao, CASR-Net: A Color-Aware Super-Resolution Network for Panchromatic Image, Engineering Applications of Artificial Intelligence, 2022, 14: 105084. （SCI，中科院二區top，IF=8）
[15]. Jiang Q, Jin X*, Lee S, Yao S*. A new similarity/distance measure between intuitionistic fuzzy sets based on the transformed isosceles triangles and its applications to pattern recognition. Expert Systems with Application, 2019, 116:439-453. （SCI，中科院一區top， IF= 8.665 ，CCF推薦 C類）
[16]. Quanli Wang, Xin Jin*, Qian Jiang, Liwen Wu, Yunchun Zhang, Wei Zhou, DBCT-Net:A Dual Branch Hybrid CNN-Transformer Network for Remote Sensing Image Fusion, Expert Systems with Applications, Volume 233, 15 December 2023, 120829. （SCI，中科院一區top ， IF= 8.665 ，CCF推薦 C類）
[17]. Shanshan Huang, Xin Jin*, Qian Jiang, and Li Liu*, Deep Learning for Image Colorization: Current and Future Prospects, Engineering Applications of Artificial Intelligence, 2022, 114: 105006. （中科院二區top，IF=8）
[18]. Xin Jin1, Lin Guo1, Qian Jiang, Nan Wu and Shaowen Yao*, Prediction of Protein Secondary Structure Based on Improved Channel Attention and Multiscale Convolution Module, Frontiers in Bioengineering and Biotechnology, 2022,10:901018. (SCI，中科院二區，IF= 5.7).
[19]. Xin Jin, Xin Jin, Ruxin Wanga, Shin-Jye Lee, Qian Jianga, Shaowen Yao, Wei Zhou. Adversarial Attacks on Multi-focus Image Fusion Models, Computers & Security, Computers & Security 134 (2023) 103455. (SCI，中科院二區， IF= 5.6，CCF推薦 B類)
[20]. Jin X, Chen G, Hou J, Jiang Q, Zhou D, Yao S. Multimodal Sensor Medical Image Fusion Based on Nonsubsampled Shearlet Transform and S-PCNNs in HSV Space, Signal Processing, 2018, 153: 379-395. https://doi.org/10.1016/j.sigpro.2018.08.002 （SCI，中科院二區， IF= 4.4，CCF推薦 C類）
[21]. Jin X, Nie R, Zhou D, Yao S, Chen Y, Yu J, Wang Q. A novel DNA sequence similarity calculation based on simplified pulse-coupled neural network and Huffman coding. Physica A: Statistical Mechanics and its Applications, 2016, 461:325-338.（SCI，中科院二區，IF= 3.3）
[22]. Jin X, Zhou D, Yao S, Nie R. Multi-Focus Image Fusion Method Using S-PCNN Optimized by Particle Swarm Optimization. Soft Computing, 2018, 22:6395-6407. （SCI，中科院三區，IF= 4.1 ，CCF推薦 C類）
[23]. Xin Jin, Yide Di, Qian Jiang, Xing Chu, Qing Duan, Shaowen Yao, Wei Zhou*, Image Colorization Using Deep Convolutional Auto-Encoder with Multi-Skip Connections, Soft Computing, 2022, 27 (6) :3037-3052. https://doi.org/10.1007/s00500-022-07483-0. （SCI，中科院三區，IF=4.1 ，CCF推薦 C類）
[24]. Xin Jin, Nan Wu, Qian Jiang, Yuru Kou, Hanxian Duan, Shuai Liu, Puming Wang, Shaowei Yao, A dual descriptor combined with frequency domain reconstruction learning for face forgery detection in deepfake videos, Forensic Science International: Digital Investigation, 2024, Accepted.
[25]. Jin X, Jiang Q, Yao S, Zhou D, Nie R, Hai J, He K. A Survey of Infrared and Visual Image Fusion Methods. Infrared Physics & Technology, 2017,85:478–501. https://doi.org/10.1016/j.infrared.2017.07.010 （SCI，中科院二區，IF=3.3 ）
[26]. Jin X, Jiang Q, Yao S, Zhou D, Nie R, Lee S, He K. Infrared and Visual Image Fusion Method Based on Discrete Cosine Transform and Local Spatial Frequency in Discrete Stationary Wavelet Transform Domain. Infrared Physics & Technology, 2018, 88:1-12. https://doi.org/10.1016/j.infrared.2017.10.004 （SCI，中科院二區，IF= 3.3 ）
[27]. Jin X, Jiang Q, Chen Y, Lee S, Nie R, Yao S, Zhou D, He K. Similarity/Dissimilarity Calculation Methods of DNA Sequences: A Survey. Journal of Molecular Graphics & Modelling, 2017, 76:342–355. https://doi.org/10.1016/j.jmgm.2017.07.019 （SCI，中科院四區，IF= 2.9 ）
[28]. Jin X, Nie R, Zhou D, Wang Q, He K. Multifocus color image fusion based on NSST and PCNN. Journal of Sensors, 2016(2): 83596021.（SCI，中科院四區，IF=1.9 ）
[29]. Jin X, Zhou D, Yao S, Nie R, Yu C, Ding T. Remote sensing image fusion method in CIELab color space using nonsubsampled shearlet transform and pulse coupled neural networks. Journal of Applied Remote Sensing, 2016, 10(2):025023.（SCI，中科院四區，IF= 1.7）
[30]. Jin X, Hou J, Nie R, Yao S, Zhou D, Jiang Q, He K, A Lightweight Scheme for Multi-Focus Image Fusion. Multimedia Tools and Applications, 2018, 77:23501-23572.（SCI，中科院四區，IF= 3.6 ，CCF推薦 C類）
[31]. Xin Jin, Xiuliang Xi, Ding Zhou, Xiaoxuan Ren, Jie Yang, Qian Jiang, An Unsupervised Multi-focus Image Fusion Method Based on Transformer and U-Net, IET Image Processing, 2023, 17, 733-746. (SCI，中科院四區，CCF推薦 C類，IF= 2.3)
[32]. Hongen Liu, Xin Jin, Ling Liu, Xin Jin*, Low-dose CT Image Denoising Based on Improved DD-Net and Local Filtered Mechanism, Computational Intelligence and Neuroscience, vol. 2022, Article ID 2692301, 18 pages, 2022. https://doi.org/10.1155/2022/2692301.
[33]. Shanshan Huang, Xin Jin*, Qian Jiang, J. Li, S. Lee, P. Wang, S. Yao. A Fully-Automatic Image Colorization Scheme using Improved CycleGAN with Skip Connections, Multimedia Tools and Applications, 80:26465–26492, 2021.（SCI，中科院SCI四區，CCF推薦 C類，IF= 2.577）
[34]. Lin Guo, Qian Jiang, Xin Jin*, Lin Liu, Wei Zhou, Shaowen Yao, Min Wu, Yun Wang, A Deep Convolutional Neural Network to Improve the Prediction of Protein Secondary Structure. Current Bioinformatics, 2020, 15: 767-777. （SCI，中科院四區， IF= 4 ）
[35]. Zhe Cheng, Lin Liu, Guoliang Lin, Chao Yi, Xing Chu, Yu Liang*, Wei Zhou*, Xin Jin*. ReHiC: Enhancing Hi-C Data Resolution via Residual Convolutional Network. Journal of Bioinformatics and Computational Biology, 2021,19 (2):2150001. （SCI，中科院四區， IF= 1）
[36]. Shengdong Shi, Qian Jiang, Xin Jin* , Weiqiang Wang, Kaihua Liu, Haiyang Chen, Peng Liu, Wei Zhou and Shaowen Yao, A Comparative Analysis of Near Infrared Image Colorization Methods on Low Power NVIDIA Jetson Embedded Systems, Frontiers in Neurorobotics, 2023,17:1143032.（SCI，中科院三區,IF=3.1）
[37]. Zien Cheng, Xin Jin*, Qian Jiang, Liwen Wu, Ping Wei, Yunyun Dong, Wei Zhou, SIHNet: A Safe Image Hiding Method With Less Information Leaking, IET image processing.
[38]. Pengcheng Zhu, Xin Jin, Qian Jiang, Xueshuai Gao, Shaowen Yao, Transferable Adversarial Attacks for Classification Model through Image Fusion Task, Computers and Security.
[39]. 黃珊珊, 江倩, 金鑫*, 李昕潔, 馮佳男, 姚紹文，結合雙胞胎結構與生成對抗網路的半監督遙感圖像融合，計算機輔助設計與圖形學學報，2021 , 33 (1): 92-105. （CCF推薦 A類）
部分其他合作者期刊論文
[40]. Sizhang Li; Jing Xu; Peng Liu; Xue Li; Puming Wang; Xin Jin; Shaowen Yao, "Truncated Lanczos-TSVD: An Effective Dimensionality Reduction Algorithm for Detecting DDoS Attacks in Large-Scale Networks," IEEE Transactions on Network Science and Engineering, 2024, Online, doi: 10.1109/TNSE.2024.3368048.
[41]. J. Xu, X. Li, P. Wang, X. Jin and S. Yao, Multi-Modal Noise-Robust DDoS Attack Detection Architecture in Large-Scale Networks Based on Tensor SVD," IEEE Transactions on Network Science and Engineering, 2022, Inpress. doi: 10.1109/TNSE.2022.3205708. (SCI )
[42]. Shenghong He, Ruxin Wang, Tongliang Liu, Chao Yi, Xin Jin, Renyang Liu, Wei Zhou*,Type-I Generative Adversarial Attack, IEEE Transactions on Dependable and Secure Computing, 2023, 20(3): 2593-2606. (SCI )
[43]. Xing Chu, Zhi Liu, Lei Mao, Xin Jin ID, Zhaoxia Peng, and Guoguang Wen, Robust Event Triggering Control for Lateral Dynamics of Intelligent Vehicle with Designable Inter-event Times, IEEE Transactions on Circuits And Systems—II: Express Briefs, 2022, doi: 10.1109/TCSII.2022.3182729. (SCI )
[44]. Puming Wang, Xue Li, Xin Jin, Qian Jiang, Wei Zhou, Saowen Yao, Reinforcement Learning Architecture for Cyber-Physical-Social AI: State-of-the-Art and Perspectives, Artificial Intelligence Review, 2023, 56 (11) :12655-12688. (SCI )
[45]. Ding Zhou, Xin Jin, Qian Jiang, Li Cai, Shin-jye Lee, Shaowen Yao, MCRD‐Net: An unsupervised dense network with multi‐scale convolutional block attention for multi‐focus image fusion, IET Image Processing, 16, 1558– 1574 (2022). (SCI，CCF推薦C類 )
[46]. Yuting Feng, Xin Jin, Qian Jiang, Quanli Wang, Lin Liu, Shaowen Yao, MPFINet: A Multilevel Parallel Feature Injection Network for Panchromatic and Multispectral Image Fusion, Remote Sensing, 2022, 14, 6118. (SCI )
[47]. Qian Jiang, Xin Jin, Shin-Jye Lee, ShaowenYao; Protein Secondary Structure Prediction: A Survey of the state of the art, Journal of Molecular Graphics and Modelling, 2017, 76: 379-402. (SCI )
[48]. Min Wu, Xin Jin, Qian Jiang*, Shin-jye Lee, Wentao Liang, Guo Lin & Shaowen Yao Remote sensing image colorization using symmetrical multi-scale DCGAN in YUV color space. The Visual Computer,2020,37(7):1707-1729. (SCI，CCF推薦C類 )
[49]. Huang J, Jin X, Lee S J, Huang, Shanshan; Jiang Qian*. An effective similarity/distance measure between intuitionistic fuzzy sets based on the areas of transformed isosceles right triangle and its applications. Journal of Intelligent and Fuzzy Systems, In Press, 2021(3):1-21. (SCI,IF=2 )
[50]. Yide Di, Xiaoke Zhu, Xin Jin, Qiwei Dou, Wei Zhou, Qing Duan. Color-UNet++: A resolution for colorization of grayscale images using improved UNet++. Multimedia Tools and Applications, 2021,80 (28-29) :35629-35648. (SCI，CCF推薦C類 )
[51]. Liu, Lin; Tang, Lin; Jin, Xin; Zhou, Wei. 2019. "A Multi-Label Supervised Topic Model Conditioned on Arbitrary Features for Gene Function Prediction" Genes 10, no. 1: 57. (SCI )
[52]. Yun Wang, Xin Jin, Jie Yang, Qian Jiang, Yue Tang, Puming Wang, Shin-Jye Lee, Color Multi-focus Image Fusion Based on Transfer Learning, Journal of Intelligent & Fuzzy Systems, vol. 42, no. 3, pp. 2083-2102, 2022. (SCI )
[53]. Nan Wu, Xin Jin, Qian Jiang*, Puming Wang, Ya Zhang, Shaowen Yao, Wei Zhou, Multi-semantic Path Neural Network for Deepfake Detection, Security and Communication Networks, Volume 2022 | Article ID 4976848 | (SCI，CCF推薦C類）
[54]. Puming Wang, Ting Cao , Xue Li , Xin Jin , Peng Liu , Wei Zhou , Ruxin Wang , Shiyu Chen, Multi-focus image fusion based on gradient tensor HOSVD, Journal of Electronic Imaging, 2023, 32 (2):023028.
[55]. 馮佳男, 江倩*, 金鑫, 李昕潔, 黃珊珊, 姚紹文，基於深度神經網路的遙感圖像彩色化方法，計算機輔助設計與圖形學學報，2021,33(11):1658-1667. （CCF推薦 A類）
[56]. 張亞,金鑫，江倩，李昕潔，董云云,姚紹文.基於自動編碼器的深度偽造圖像檢測技術方法,計算機套用,接受 ,2021,41(10):2985-2990. （CCF 推薦 C類）
[57]. 黃珊珊,金鑫, 吳楠, 江倩*, 結合頻域信息與對抗網路的虛假圖像檢測, 信息安全學報，接受，2023. （CCF推薦 T2類）
[58]. 陳施宇，金鑫，習修良，江倩，邵鑫鳳,基於Transformer和生成對抗網路的多聚焦圖像融合, 雲南大學學報（自然科學），2024，錄用。
部分會議論文
[59]. Ruoshu Wang, Shengfa Miao, Di Liu, Xin Jin, Weisheng Zhang MULTI-LAYER SEASONAL PERCEPTION NETWORK FOR TIME SERIES FORECASTING, ICASSP (International Conference on Acoustics, Speech and Signal Processing), 2023, 8 (6):37-47. （CCF推薦B類）
[60]. Ya Zhang, Xin Jin, Qian Jiang*, Yunyun Dong, Nan Wu, Shaowen Yao and Wei Zhou, Deepfake Detection Using Multiple Feature Fusion, Eighteenth IFIP WG 11.9 International Conference on Digital Forensics, 2022, IFIP AICT 653, pp. 123–139, 2022. (CCF 推薦C類)
[61]. Pingfan Zhang, Qian Jiang, Li Cai, Ruxin Wang, Puming Wang, Xin Jin*(通訊), Attention-Based F-UNet for Remote Sensing Image Fusion, 2021 High Performance Computing and Communications (HPCC-2021), , 2021, pp. 81-88, 30 May 2022. 10.1109/HPCC-DSS-SmartCity-DependSys53884.2021.00038 (CCF 推薦 C類)
[62]. Jianan Feng, Qian Jiang, Xin Jin*(通訊), ChingHsun Tseng, ShinJye Lee and Shaowen Yao, CSRDNN: An Integrated Scheme for Single Satellite Image Colorization and Super-Resolution Using Deep Neural Networks, IJCNN 2021. (CCF 推薦 C類)
[63]. J. Huang, X. Jin, D. Fang, S.-J. Lee, Qian Jiang*, S. Yao, "New Entropy and Distance Measures of Intuitionistic Fuzzy Sets," 2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), Glasgow, UK, 2020, pp. 1-8. (EI)
[64]. Wang Yun, Jiang Qian, Jin Xin (通訊), Lee Shin-Jye, Jianan Feng, Ding Zhou, Ya Zhang, Deep neural network joint multi-scale attention for remote sensing image colorization, Proc. SPIE 11878, Thirteenth International Conference on Digital Image Processing (ICDIP 2021), 118781P (30 June 2021); doi: 10.1117/12.2599849.
[65]. Shiyu Chen, Xin Jin*(通訊), Qian Jiang, Jie Yang, Ting Cao, Xiuliang Xi, Yunyun Dong, DDF-GAN: A Generative Adversarial Network with Dual-Discriminator for Multi-Focus Image Fusion, MSN 2022: International Conference on Mobility, Sensing and Networking, 2022, pp.576-580. （CCF推薦C類）
[66]. Xin Jin, Qian Jiang, Peng Liu, Xin Jin*(通訊), Xueshuai Gao, Puming Wang and Shin-Jye Lee, Generate Frequency-limited Adversarial Examples to Attack Multi-focus Image Fusion Models, IEEE International Conference on Ubiquitous Intelligence and Computing, 2022, 1216-1223. （CCF推薦C類）
[67]. Shuting Li, Qian Jiang, Xin Jin*(通訊), Nanqing Liu, Shiyu Chen and Shin-Jye Lee, CSMA: Cascade-meta network for few-shot object detection, 21th IEEE International Symposium on Parallel and Distributed Processing with Applications (IEEE ISPA 2023), 2023, accepted.
專利授權與申請
專利授權
1. 金鑫,施盛棟,江倩,何有維,付昌隴,姚國梁,程祥；一種面向邊緣設備的近紅外圖像彩色化方法, 申請公布號：CN116740211A, 申請公布日：2023.09.12, 專利號：ZL 2023 1 0705944.8 申請日：2023.06.15. 已授權20240130
2. 金鑫,江倩,周維,儲星,姚紹文,黃錦芳,黃珊珊,武麗雯.基於二維Littlewood-Paley經驗小波變換的腦部圖像融合方法. 申請公布號：CN110084770A, 申請公布日：2019.08.02, 申請號：ZL2019101606702, 申請日：2019.03.04. 已授權20230307
3. 邸一得,金鑫,江倩,黃姍姍,周維,儲星,姚紹文,王雲.一種圖像彩色化方法、系統和計算機可讀存儲介質.申請公布號：CN111145290A, 申請公布日：2020.05.12, 專利號：ZL2019114099829, 申請日：2019.12.31, 已授權事務數據公告日：2022.09.20.
4. 聶仁燦,金鑫,周冬明,王佺,余介夫,賀康建,何敏,譚明川.一種基於S-PCNN與拉普拉斯金字塔的彩色圖像融合方法.申請公布號：CN105225213A，申請公布日：2016.01.06，申請號：2015106309367，申請日：2015.09.29, 已授權事務數據公告日：2018.03.09.
5. 聶仁燦,金鑫,周冬明,王佺,賀康建,何敏,余介夫,譚明川.一種基於PCNN與LP變換的多聚焦圖像融合方法. 申請公布號：CN105139371A，申請公布日：2015.12.09，申請號：2015105625460，申請日：2015.09.07,已授權事務數據公告日：2019.03.15.
6. 聶仁燦,何敏,徐濤,餘江,周冬明,武浩,趙苡積,金鑫,趙金榜,余介夫.一種基於單元格鄰接關係與深度優先遍歷的表格排序方法.申請公布號：CN105786957A，申請公布日：2016.07.20，申請號：2016100120479，申請日：2016.01.08, 已授權事務數據公告日：2019.07.09.
7. 黃珊珊,江倩,金鑫,李昕潔,姚紹文,吳敏,周鼎. 一種半監督多光譜和全色遙感圖像融合方法和系統，申請公布號：CN111340743A申請公布日：2020.06.26，申請號：ZL2020100990045，申請日期：2020.06.26，已授權. 2023.06.06
專利申請
8. 金鑫，劉玲，江倩，馮佳男，章平凡，劉帥，王全力，高學帥, 一種遙感圖像空間和光譜解析度恢複方法及系統，申請公布日：2022.05.27, 申請號：2022100707040, 申請日：2022.01.21.
9. 金鑫 馮佳男 江倩 馮雨婷 王汝欣 劉玲 董云云 王普明， 基於神經網路的遙感圖像彩色化和超解析度方法及系統，申請公布號：CN114332625A, 申請公布日：2022.04.12, 申請號：2021116705036, 申請日：2021.12.31.
10. 章平凡; 江倩;金鑫;馮雨婷;王全力;施盛棟;劉帥;周維;姚紹文, 一種遙感圖像融合方法、裝置、電子設備及存儲介質, 申請公布日: 2022.12.09, 申請號: 2022112079409, 申請日：2022.09.30.
主要科研項目
1. 微光夜視彩色化技術研究，2023年度雲南省基礎研究計畫優秀青年項目，30萬，20230601-20260531，在研，主持
2. 雲南大學，引進人才項目，2021-4至2024-3，50萬，在研，主持
3. 結合多模圖像融合與深度遷移學習的微光夜視彩色化技術研究，國家自然科學基金，青年項目，62101481，2022-1至2024-12，30萬，在研，主持
4. 面向多源圖像融合模型的對抗攻擊與防禦技術研究，雲南省基礎研究專項青年項目，202201AU070033 ，2023-01-01至2025-12-31，5萬，在研，主持
5. 基於深度自注意力網路的遙感圖像全色銳化技術研究，雲南省基礎研究專項面上項目，202201AT070112 ，2022-06-01至2025-05-31，10萬，在研，主持
6. 中國博士後科學基金，特別資助，2020T130564，微光多模圖像融合及其彩色化術研究，2020-08至2020-08，18萬，已結題，主持
7. 中國博士後科學基金，面上資助，2019M653507，基於遷移學習的微光多模圖像融合研究，2019-05至2020-08，8萬，已結題，主持
8. 雲南省軟體工程重點實驗室項目，青年項目，2020SE408，基於Transformer模型的全色遙感圖像彩色化及超解析度技術研究，2020-9至2022-8，3萬，在研，主持
9. 雲南省人社廳，雲南省第五批博士後定向培養資助，多源圖像融合研究及其套用，2018.10至2020.08，16萬，已結題，主持
10. 雲南省教育廳，雲南省博士研究生學術新人獎，脈衝耦合神經網路理論及其在DNA相似度分析中的套用，2017-01至2019-06，2萬，已結題，主持
11. 雲南省教育廳，科學研究基金研究生項目，2017YJS108，脈衝耦合神經網路理論及其套用，2017-01至2019-06，0.5萬，已結題，主持
12. 雲南省科技廳 重點研發計畫，基於人工智慧的紅外目標探測識別技術研究與套用， 2021-1 至 2023-12，500萬元，在研，參與
13. 國家自然科學基金，應急管理項目，61640306，基於PCNN脈衝時間編碼的基因表達譜特徵提取及套用研究，2017-01至2017-12，10萬元，已結題，參加
14. 國家自然科學基金，地區基金項目，61463052，視感知模型脈衝耦合神經網路的圖像特徵提取及套用研究，2015-01至2018-12，47萬元，已結題，參加
獲獎成果
1. 人工神經網路動力學機制研究及套用, 雲南省科學技術獎自然科學獎三等獎 ，20200630，雲南省人民政府
2. 神經網路與模糊集度量理論建模及套用研究， 雲南省博士後科研基金優秀成果獎勵三等獎 ，2019.10.24，雲南省人社廳。
3. 基於脈衝耦合神經網路與多尺度分析的多源圖像融合研究，雲南省優秀博士學位論文，20210326，雲南省教育廳
4. 2017學年獲得CSC-IBM中國優秀學生獎學金，國家留學基金委
5. 2018屆省級優秀博士畢業生，20180601，雲南省教育廳
6. 2022年雲南省”興滇英才支持計畫”青年人才
學術任職
學術組織：
IEEE會員，ACM會員，CCF會員，CSIG會員
