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英文期刊论文
  • Di Wei, Yuang Du, Lan Du*, Lu Li, “Target Detection Network for SAR Images based on Semi-Supervised Learning and Attention Mechanism,”, Remote Sensing vol. 13, no. 14,  July 2021.
  • Yu Shi, Lan Du*, Yuchen Guo, “Unsupervised Domain Adaptation for SAR Target Detection,” IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 14, pp. 6372-6385, 2021.
  • Zhenyu Zhuo, Yu Zhou*, Lan Du, Ke Ren, Yi Li, “A Noise Robust Micro-Range Estimation Method for Precession Cone-Shaped Targets,” Remote Sensing, vol. 13, no. 9, May. 2021.
  • Yang Li, Lan Du*, Jian Chen, “Online Factor Analysis Model with Kullback-Leibler Constraint for Satellite Target Recognition,” IEEE Sensors Journal, vol. 21, no. 13, pp. 15142-15152, July 2021.
  • Jian Chen, Lan Du*, Yuchen Guo, “Label constrained convolutional factor analysis for classification with limited training samples,” Information Sciences, vol. 544, pp. 372-394, 2021.
  • Leiyao Liao, Lan Du*, Jian Chen, “Class Factorized Complex Variational Auto-encoder for HRR Radar Target Recognition,” Signal Processing, vol. 182, 2021 May.
  • Yuchen Guo, Lan Du*, Di Wei, Chen Li, “Robust SAR automatic target recognition via adversarial learning,” IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 14, pp. 716-729, Nov. 2020.
  • Ke Ren, Lan Du*, Xiaofei Lu, Zhenyu Zhuo, Lu Li, “Instantaneous Frequency Estimation Based on Modified Kalman Filter for Cone-shaped Target”, Remote Sensing, vol. 12, no. 17, Aug. 2020.
  • Jian Chen, Lan Du*, Leiyao Liao, “Discriminative mixture variational autoencoder for semi-supervised classification,” IEEE Transactions on Cybernetics, online published, 2020.
  • Lan Du*; Xu Liu, Bo Li, Shuwen Xu, “HRRP clutter rejection via one-class classifier with Hausdorff distance,” IEEE Transactions on Aerospace and Electronic Systems, vol. 56, no. 4, pp. 2571-2526, 2020 Aug.
  • Lan Du*, Lu Li, Di Wei, Jiashun Mao, “Saliency-guided single shot multibox detector for target detection in SAR images,” IEEE Transactions on Geoscience and Remote Sensing, vol. 58, no. 5, pp. 3366-3376, 2020 May.
  • Lan Du*; Jian Chen, Jing Hu, Yang Li, Hua He, “Statistical modeling with label constraint for radar target recognition,” IEEE Transactions on Aerospace and Electronic Systems, vol.56, no. 2, pp. 1026-1044, 2020 Apr.
  • Chen Li, Lan Du*, Sheng Deng, Yongguang Sun, Hongwei Liu, “Point-wise discriminative auto-encoder with application on robust radar automatic target recognition,” Signal Processing, vol. 169, 2020 Apr.
  • Ke Ren, Lan Du*, Baoshuai Wang, Quan Li, Jian Chen, “Statistical compressive sensing and feature extraction of time-frequency spectrum from narrowband radar,” IEEE Transactions on Aerospace and Electronic Systems, vol. 56, no. 1, pp. 326-342, 2020 Feb.
  • Dongwen Yang, Wei Ni, Lan Du*, Hongwei Liu*, Jiadong Wang, “Efficient attributed scatter center extraction based on image-domain sparse representation,” IEEE Transactions on Signal Processing, vol. 68, pp. 4368-4381, 2020.
  • Lan Du*; Hui Dai, Yan Wang, Weitong Xie, Zhaocheng Wang, “Target discrimination based on weakly supervised learning for high-resolution SAR images in complex scenes,” IEEE Transactions on Geoscience and Remote Sensing, vol. 58, no. 1, pp. 461-472, 2020 Jan.
  • Lan Du, Yan Wang*, Weitong Xie, Zhaocheng Wang, Jian Chen, “A semi-supervised infinite latent Dirichlet allocation model for target discrimination in SAR images with complex scenes,” IEEE Transactions on Geoscience and Remote Sensing, vol. 58, no.1, pp. 666-679, 2020 Jan.
  • Dongwen Yang, Lan Du*, Hongwei Liu*, Wei Ni, “Novel Polarimetric Contrast Enhancement Method Based on Minimal Clutter to Signal Ratio Subspace,” IEEE Transactions on Geoscience and Remote Sensing, vol. 57, no. 11, pp. 8570-8383, 2019 Nov.
  • Jiadong Wang, Lei Zhang, Lan Du*, Dongwen Yang, Bo Chen, “Noise-robust motion compensation for aerial maneuvering target ISAR imaging by parametric minimum entropy optimization”, IEEE Transactions on Geoscience and Remote Sensing, vol. 57, no. 7, pp. 4202-4217, 2019 Jul.
  • Tingli Li, Lan Du*, “SAR automatic target recognition based on attribute scattering center model and discriminative dictionary learning”, IEEE Sensors Journal, vol. 19, no. 12, pp. 4598-4611, 2019 Jun.
  • Dongwen Yang, Lan Du*, Hongwei Liu, Yan Wang, Mingfei Gu, “Extended geometrical perturbation based detectors for PolSAR image target detection in heterogeneously patched regions”, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 12, no, 1, pp. 285 – 301, 2019.
  • Yuchen Guo, Lan Du*, Jian Chen, “Max-margin multi-scale convolutional factor analysis model with application to image classification”, Expert Systems with Applications, vol. 133, pp. 21-33, 2019.
  • Jian Chen, Lan Du*, Hua He, Yuchen Guo, “Convolutional factor analysis model with application to radar automatic target recognition”, Pattern Recognition, vol. 87, pp. 140–156, 2019.
  • Zhaocheng Wang, Lan Du*, Jiashun Mao, Bin Liu, Dongwen Yang, “SAR target detection based on SSD with data augmentation and transfer learning,” IEEE Geoscience and Remote Sensing Letters vol. 16, no, 1, pp. 150 – 154, 2019.
  • Lu Li, Lan Du*, Zhaocheng Wang, “Target detection based on dual-domain sparse reconstruction saliency in SAR images”, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 11, no, 11, pp. 4230 – 4243, 2018.
  • Zhaocheng Wang, Lan Du*, Hongtao Su, “Superpixel-level target discrimination for high-resolution SAR images in complex scenes,” IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 11, no, 9, pp. 3127 – 3143, 2018.
  • Jiadong Wang, Lei Zhang, Lan Du*, Bo Chen, Hongwei Liu, “Optimal coherent processing interval selection for aerial maneuvering target imaging using tracking information,” IEEE Sensors Journal, vol. 18, no, 10, pp. 1558 – 1748, 2018.
  • Wei Zhang, Lan Du*, Liling Li, Xuefeng Zhang, Hongwei Liu, “Infinite Bayesian one-class support vector machine based on Dirichlet process mixture clustering,” Pattern Recognition, vol. 78, pp. 56 – 78, 2018.
  • Zhaocheng, Wang, Lan Du*, Peng Zhang, Lu Li, Fei Wang, Shuwen Xu, Hongtao Su, “Visual attention-based target detection and discrimination for high-resolution SAR image in complex scenes,” IEEE Transactions on Geoscience and Remote Sensing, vol. 56, no.4, pp. 1855 – 1872, 2017.
  • Hua He, Lan Du*, Yue Liu, Jun Ding, “Similarity preserving preserving multi-task learning for radar target recognition,” Information Sciences, vol. 436, pp. 388 – 402, 2018.
  • Tingli Li, Lan Du*, “Target discrimination for SAR ATR based on scattering center feature and K-center one-class classification,” IEEE Sensors Journal, vol. 18, no. 6, pp. 2453 – 2461, 2018.
  • Yan Wang, Lan Du*, Hui Dai, “Target discrimination method for SAR images based on semisupervised co-training,” Journal of Applied Remote Sensing, vol. 12, 2018
  • Zhaocheng, Wang, Lan Du*, Hongtao Su, “Target detection via Bayesian-morphological saliency in high-resolution SAR images,” IEEE Transactions on Geoscience and Remote Sensing, vol. 55, no.10, pp. 5455 – 5466, 2017.
  • Sheng Deng, Lan Du*, Chen Li, Jun Ding, Hongwei Liu, “SAR automatic target recognition based on Euclidean distance restricted autoencoder,” IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 10, no. 7, pp. 3233 – 3333, 2017.
  • Yongguang Sun, Lan Du*, Yan Wang, Yinghua Wang, Jing Hu, “SAR automatic target recognition based on dictionary learning and joint dynamic sparse representation,” IEEE Geoscience and Remote Sensing Letters, vol. 13, no. 12, pp. 1777 – 1781, 2016.
  • Hui Dai, Lan Du*, Yan Wang, Zhaocheng Wang, “A modified CFAR algorithm based on object proposals for ship target detection in SAR images,” IEEE Geoscience and Remote Sensing Letters, vol. 13, no. 12, pp. 1925-1929, 2016.
  • Liling Li, Lan Du*, Wei Zhang, Hua He, Penghui Wang, “Enhancing information discrimination analysis: Feature extraction with linear statistical model and information-theoretic criteria,” Pattern Recognition, vol. 60, pp. 554-570, 2016.
  • Lan Du*, Linsen Li, Baoshuai Wang, Jinguo Xiao, “Micro-doppler feature extraction based on time-frequency spectrogram for ground moving targets classification with low-resolution Radar,” IEEE Sensors Journal, vol. 16, no. 10, pp. 3756-3763, 2016.
  • Lan Du*, Hua He, Le Zhao, Penghui Wang, “Noise robust radar HRRP target recognition based on scatterer matching algorithm,” IEEE Sensors Journal, vol. 16, no. 3, pp. 1743-1753, 2016.
  • Yan Wang, Lan Du*, Hui Dai, “Unsupervised SAR image change detection based on SIFT keypoints and region information,” IEEE Geoscience and Remote Sensing Letters, vol. 13, no. 7, pp. 931-935, 2016.
  • Hongwei Liu*, Bo Feng, Bo Chen, Lan Du, “Radar high-resolution range profiles target recognition based on stable dictionary learning,” IET Radar Sonar and Navigation, vol. 10, no. 2, pp. 228-237, 2016.
  • Danlei Xu, Lan Du*, Hongwei Liu, Penghui Wang, Junkun Yan, Yulai Cong Xun Han, “Compressive sensing of stepped-frequency radar based on transfer learning,” IEEE Transactions on Signal Processing, vol. 63, no. 12, pp. 3076-3087, 2015.
  • Lan Du*, Penghui Wang, Lei Zhang, Hua He, Hongwei Liu, “Robust statistical recognition and reconstruction scheme based on hierarchical Bayesian learning of HRR radar target signal,” Expert Systems with Applications, vol. 42, no. 14, pp. 5860-5873, 2015.
  • Lan Du*, Baoshuai Wang, Penghui Wang, Yanyan Ma, Hongwei Liu, “Noise reduction method based on principal component analysis with beta process for micro-doppler radar signatures,” IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 8, no. 8, pp. 4028-4040, 2015.
  • Danlei Xu, Lan Du*, Hongwei Liu, Penghui Wang, “Bayesian classifier for sparsity-promoting feature selection,” International Journal of Pattern Recognition and Artificial Intelligence, vol. 29, no. 6, 2015.  
  • Lan Du*, Yanyan Ma, Baoshuai Wang, Hongwei Liu, “Noise-robust classification of ground moving targets based on time-frequency feature from micro-doppler signature,” IEEE Sensors Journal, vol. 14, no. 8, pp. 2672-2682, 2014.
  • Yanbing Li, Lan Du*, Hongwei Liu, “Hierarchical classification of moving vehicles based on empirical mode decomposition of micro-doppler signatures,” IEEE Transactions on Geoscience and Remote Sensing, vol. 51, no. 5, pp. 3001-3013, 2013.
  • Lan Du*, Baoshuai Wang, Yanbing Li, Hongwei Liu, “Robust classification scheme for airplane targets with low resolution radar based on EMD-CLEAN feature extraction method,” IEEE Sensors Journal, vol. 13, no. 12, pp. 4648-4662, 2013.
  • Mian Pan, Lan Du*, Penghui Wang, Hongwei Liu, Zheng Bao, “Noise-robust modification method for Gaussian-based models with application to radar HRRP recognition,” IEEE Geoscience and Remote Sensing Letters, vol. 10, no. 3, pp. 558-562, 2013.
  • Junying Zhang*, Xiaoxue Zhao, Lan Du, “Solving multi-class problems by data-driven topology-preserving output codes,” Neurocomputing, vol. 121, no. SI, pp. 556-568, 2013.
  • Mian Pan, Lan Du*, Penghui Wang, Hongwei Liu, Zheng Bao, “Multi-task hidden markov modeling of spectrogram feature from radar high-resolution range profiles,” Eurasip Journal on Advances in Signal Processing, pp. 1-17, 2012.
  • Lan Du*, Hongwei Liu, Penghui Wang, Bo Feng, Mian Pan, Zheng Bao, “Noise robust radar HRRP target recognition based on multitask factor analysis with small training data size,” IEEE Transactions on Signal Processing, vol. 60, no. 7, pp. 3546-3559, 2012.
  • Lu Ren*, Lan Du, Lawrence Carin, David Dunson, “Logistic stick-breaking process,” Journal of Machine Learning Research, no. 12, pp. 203-239, 2011.
  • Lan Du*, Penghui Wang, Hongwei Liu, Mian Pan, Feng Chen, Zheng Bao, “Bayesian spatiotemporal multitask learning for radar HRRP target recognition,” IEEE Transactions on Signal Processing, vol. 59, no. 7, pp. 3182-3196, 2011.
  • Lan Du*, Minhua Chen, Joseph Lucas, Lawrence Carin, “Sticky hidden Markov modeling of comparative genomic hybridization,” IEEE Transactions on Signal Processing, vol. 58, no. 10, pp. 5353-5368, 2010.
  • Feng Chen, Hongwei Liu*, Lan Du, Zheng Bao, “Target classification with low-resolution radar based on dispersion situations of eigenvalue spectra,” Science China-Information Sciences, vol. 53, no. 7, pp. 1446-1460, 2010.
  • Lan Du*, Hongwei Liu, Zheng Bao, “Radar HRRP statistical recognition based on hypersphere model,” Signal Processing, vol. 88, no. 5, pp. 1176-1190, 2008.
  • Lan Du*, Hongwei Liu, Zheng Bao, “Radar HRRP statistical recognition: parametric model and model selection,” IEEE Transactions on Signal Processing, vol. 56, no. 5, pp. 1931 -1944, 2008.
  • Lan Du*, Hongwei Liu, Zheng Bao, Junying Zhang, “Radar automatic target recognition based on feature extraction for complex HRRP,” Science China-Information Sciences, vol. 51, no. 8, pp. 1138-1153, 2008.
  • Lan Du*, Hongwei Liu, Zheng Bao, Junying Zhang, “Radar automatic target recognition using complex high-resolution range profiles,” IET Radar Sonar and Navigation, vol. 1, no. 1, pp. 18-26, 2007.
  • Lan Du*, Hongwei Liu, Zheng Bao, Junying Zhang, “A two-distribution compounded statistical model for radar HRRP target recognition,” IEEE Transactions on Signal Processing, vol. 54, no. 6, pp. 2226-2238, 2006.
  • Lan Du*, Hongwei Liu, Zheng Bao, Mengdao Xing, “Radar HRRP target recognition based on higher order spectra,” IEEE Transactions on Signal Processing, vol. 53, no. 7, pp. 2359-2368, 2005.
英文会议论文
  • Jian Chen, Lan Du*; Leiyao Liao, “Class Factorized Variational Auto-encoder for Radar HRRP Target Recognition,” 2020 IEEE Radar Conference, Florence, Italy, September, 21-25, 2020.
  • Lan Du*, Yan Wang, Weitong Xie, “A Semi-Supervised Method for SAR Target Discrimination Based on Co-Training,” IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium, Yokohama, Japan, July 28 - August 2, 2019.
  • Lan Du*, Lu Li, Zhaocheng Wang, “A Hierarchical Saliency Based Target Detection Method for High-Resolution Sar Images,” IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium, Yokohama, Japan, July 28 - August 2, 2019.
  • Yan Wang, Lan Du*, Hui Dai, “A novel change detection method for SAR image based on SIFT keypoint and segmentation,” 2018 IET International Radar Conference, Nanjing, China, October 17-19, 2018.
  • Jiashun Mao, Lan Du*, Zhaocheng Wang, Haonan He, “Transfer learning based on deep learning method for SAR target detection,” 2018 IET International Radar Conference, Nanjing, China, October 17-19, 2018.
  • Hu Jing, Du Lan, He Hua, Wang Penghui. Noise-Robust HRR Target Recognition Based on Complex Gaussian Statistical Models. The 2016 CIE International Conference on Radar. 2016.10.
  • He Hua,Du Lan, Wang Penghui, Liu Hongwei. Noise Robust Recognition Method Based on Scatterer Pattern for Radar HRRP Data. ICASSP 2016.3
  • Wang Zhaocheng, Du Lan, Wang Fei, Su Hongtao, Zhou Yu. Multi-ScaleTarget  Detection in SAR Image Based on Visual Attention Model.2015 IEEE 5th Asia-Pacific Conference on Synthetic Aperture Radar(APSAR). 704-709. 2015/9
  • Wang Baoshuai, Li Weilu, Du Lan, Shi Huiruo. Modeling of Micro-doppler Signatures  from Rotor Blades. IET Radar 2015.
  • Wang Baoshuai ,Du Lan, Ma Yanyan, Liu Hongwei. A  Bayesian  denoising  method  for complex  radar signal with application to classification of human individuals. 2015 IEEE China Summit and international Conference on Signal and  Information  Processing.268-272.2015.07.
  • Xu Danlei, Du Lan, Liu  Hongwei. Radar signal parameter estimation with sparse Bayesian representation based on zoom-dictionary.  IEEE International Conference on Computer and Information Technology, 123-128.2014.12.
  • Du Lan,Li Linsen, Ma Yanyan,Wang Baoshuai, Liu Hongwei. A noise-robust radar target classification method based on complex probabilistic principal component analysis. General Assembly and Scientific Symposium (URSI GASS). 1-4.2014.08.
  • Shao Changyu, Du Lan, Han Xun, Liu Hongwei. Multiple target tracking based separation of Micro-Doppler signals from coning target. IEEE National Radar Conference. 130-133. 2014.
  • Du Lan, Wang Penghui, Zhang Lei, Liu Hongwei, Xu Danlei. Noise robust radar HRR target recognition based on Bayesian sparse learning. 2013 International Conference on Radar-Beyond Orthodoxy: New Paradigms in Radar RADAR 2013. 511-516 2013.09.
  • Han Xun, Du Lan, Liu Hongwei, Shao Changyu, Wang Baoshuai. Micro-Doppler frequency estimation method for micro-motion object using TVAR model. IET International Radar Conference 2013. 2013.04.
  • Feng Bo,Du Lan, Shao Changyu, Wang Baoshuai, Liu Hongwei. Radar HRRP target recognition based on robust dictionary learning with small training data size. IEEE National Radar Conference – Proceedings. 2013.
  • Li Yanbin, Du Lan, Liu Hongwei. Noise robust classification of moving vehicles via micro-Doppler signatures. National Radar Conference – Proceedings. 2013.
  • Wang Baoshuai, Du Lan, Li Yanbing, Ruan Long, Liu Hongwei. Classification scheme for airplane targets based on empirical mode decomposition. IET International Radar Conference 2013. 2013(617CP). 2013.
  • Du Lan, Liu Hongwei, Wang Penghui, Feng Bo, Pan Mian, Bao Zheng. Multitask factor analysis with application to noise robust radar HRRP target recognition. IEEE International Radar Conference. 0202-0207. 2012.05.
  • Li Yanbin, Du Lan, Liu Hongwei. Moving vehicle classification based on micro-Doppler signature. IEEE International Conference on Signal Processing, Communications and Computing (ICSPCC) 2011. 1-4. 2011.09.
  • Xu Danlei, Du Lan, Liu Hongwei. Joint feature selection and classifier design for radar targets. IEEE CIE International Conference on Radar 2011. 1. 617-620. 2011.10.
  • Zhang Xuefeng, Wang Penghui, Du Lan, Liu Hongwei. New method for radar HRRP recognition and rejection based on weighted majority voting combination of multiple classifiers. IEEE International Conference on Signal Processing, Communications and Computing (ICSPCC) 2011. 1-4. 2011.09.
  • Feng Bo,Du Lan, Liu Hongwei, Li Fei. Radar HRRP target recognition based on K-SVD algorithm. IEEE CIE International Conference on Radar 2011. 1. 642-645. 2011.10.
  • Pan Mian, Du Lan, Wang Penghui, Liu Hongwei, Bao Zheng. Multi-task hidden Markov model for radar automatic target recognition. IEEE CIE International Conference on Radar 2011. 1. 650-653. 2011.10.
  • Wang Penghui, Du Lan, Pan Mian, Zhang Xuefeng, Liu Hongwei. Radar HRRP target recognition based on linear dynamic model. IEEE CIE International Conference on Radar 2011. 1. 662-665. 2011.10.
  • Wang Penghui, Dai Fengzhou, Pan Mian, Du Lan, Liu Hongwei. Radar HRRP target recognition in frequency domain based on autoregressive model. IEEE International Radar Conference. 714-717. 2011.05.
  • Du Lan, Wang Penghui, Liu Hongwei, Pan Mian, Bao Zheng. Radar HRRP target recognition based on dynamic multi-task hidden Markov model. IEEE International Radar Conference. 253-255. 2011.05.
  • Wang Penghui, Du Lan, Liu Hongwei. A spatiotemporal model for radar HRRP sequence recognition. IEEE National Radar Conference-Proceedings. 1005-1008. 2010.05. 
  • Du Lan, Ren Lu, Dunson David, Carin Lawrence, A Bayesian model for simultaneous image clustering, annotation and object segmentation. Neural and Information Processing Systems (NIPS) 2009.12. (人工智能领域顶级国际会议)
  • Du Lan, Liu Hongwei, Bao Zheng, Chen Feng. A novel statistical recognition method based on hypersphere model for radar HRRP ATR. Third International Conference on Natural Computation (ICNC 2007). 2007.08.
  • Du Lan, Liu Hongwei, Bao Zheng, Chen Feng. A novel feature vector using complex HRRP for radar target recognition. Lecture Notes in Computer Science. 2007.06.
  • Chen Feng, Du Lan, Yuan Li, Bao Zheng. Radar HRRP target recognition using influence region of samples. Proceedings of 2006 International Conference on Radar. 1428-1431. 2006.10
  • Du Lan, Liu Hongwei, Bao Zheng. Using the amplitude fluctuation property of target HRRP for radar automatic target recognition. Proceedings of 2006 International Conference on Radar. 829-833. 2006.10. 
  • Du Lan, Liu Hongwei, Bao Zheng. Radar automatic target recognition based on complex high-resolution range profiles. Proceedings of 2006 International Conference on Radar. 1415-1419. 2006.10
  • Du Lan, Zhang Junying, Bao Zheng. Multicategory classification based on the hypercube self-organization mapping (SOM) scheme. Lecture Notes in Computer Science. Vol.4221. 107-110, 2006. 09
  • Du Lan, Liu Hongwei, Bao Zheng, Zhang Junying. A compound statistical model based radar HRRP target recognition. Lecture Notes in Computer Science. Vol.3497. 369-374, 2005. 06.
  • Du Lan, Liu Hongwei, Bao Zheng. Radar HRRP target recognition by the higher-order spectra features. Proceedings of the IASTED International Conference. Applied Informatics. 627-632. 2004.02.
主要中文论文

  • 杜兰, 魏迪, 李璐, 郭昱辰. 基于半监督学习的 SAR 目标检测网络. 电子与信息学报, 2020, 42(1): 154-163.

  • 杜兰, 王兆成, 王燕, 魏迪, 李璐. 复杂场景下单通道 SAR 目标检测及鉴别研究进展综述. 雷达学报, 2020, 9(1): 34-54.

  • 王兆成，李璐，杜兰，徐丰. 基于单极化SAR图像的舰船目标检测与分类方法. 科技导报. 35(20), PP86-93, 2017.

  • 郭昱辰，杜兰，潘晓燕，和华, 基于子空间的高分辨距离像噪声稳健识别. 中国科技论文，12(2), PP154-160, 2017.

  • 杜兰, 史蕙若, 李林森, 孙永光, 胡靖. 基于分数阶傅里叶变换的窄带雷达飞机目标回波特征提取方法. 电子与信息学报. 38(12):3093-3099,2016年12月

  • 杜兰, 刘彬, 王燕, 刘宏伟, 代慧. 基于卷积神经网络的SAR图像目标检测算法. 电子与信息学报. 38(12):3018-3025,2016年12月

  • 杜兰, 徐丹蕾, 王鹏辉, 刘宏伟. 多任务稀疏学习的雷达HRRP小样本目标识别. 西安电子科技大学学报(自然科学版). 43(2):23-28,2016年5月

  • 邵长宇, 杜兰, 韩勋, 刘宏伟. 基于极化散射特性的空间锥体目标宽带回波对齐. 电子与信息学报.38(2):434-441,2016年4月

  • 肖金国, 杜兰, 韩勋, 曹文杰，刘宏伟. 基于参数化时频分析的进动锥裙目标瞬时微多普勒频率提取方法. 电子与信息学报.38(1).90-96 2016年1月

  • 杜兰, 李林森, 李伟璐，王宝帅，史蕙若. 基于时频回波相关性特征飞机目标分类 方法. 雷达学报.4(6). 2015年12月

  • 邵长宇, 杜兰, 韩勋，刘宏伟.基于双视角距离像序列的空间锥体目标参数估计方法.电 子 与 信 息 学 报.37(11).2735-2741.2015年11月

  • 和华，杜兰, 徐丹蕾，刘宏伟.基于多任务复数因子分析模型的雷达高分辨距离识别方法.电子与信息学报.37(10). 2307-2313.2015年10月
  • 王宝帅,杜兰, 和华,刘宏伟. 基于复高斯模型的样本缺失窄带雷达信号重构算法.电子与信息学报. 37(5).  1065-1070. 2015年5月
  • 曹文杰,张磊,杜兰,刘宏伟. 基于瞬时频率估计的进动锥体目标微多普勒频率提取方法.电子与信息学报. 37(5) . 1091-1096 . 2015年5月. 
  • 韩勋,杜兰, 刘宏伟.基于窄带微多普勒调制的锥体目标参数估计. 电子与信息学报. 37(4). 961-968. 2015年4月. 
  • 刘旭, 许述文, 杜兰. 基于ANMF和非线性映射距离扩展目标检测. 雷达科学与技术. 36(2).265-268. 2015年3月.

  • 徐丹蕾， 杜兰，刘宏伟，王鹏辉，丛玉来. 基于复数因子分析模型的步进频数据压缩感知. 电子与信息学报. 37(2). 315-321. 2015年2月.

  • 王宝帅, 杜兰, 张学锋, 王旭, 刘宏伟. 空中飞机目标噪声稳健分类方法.电波科学学报. 29(6).1016-1021.2014年12月.

  • 韩勋, 杜兰, 刘宏伟. 基于窄带雷达组网的空间锥体目标特征提取方法. 电子与信息学报. 36(12). 2956-2962. 2014年12月.

  • 韩勋,杜兰, 刘宏伟. 空间锥体目标的平动补偿与微动特征提取方法. 电波科学学报. 29(5). 815-820. 2014年10月.

  • 王鹏辉, 杜兰, 刘宏伟. 基于复高斯模型的雷达高分辨距离像目标识别新方法. 光学学报. 34(2). 2014年2月

  • 张学峰, 王鹏辉, 冯博, 杜兰, 刘宏伟. 基于多分类器融合的雷达高分辨距离像目标识别与拒判新方法. 自动化学报. 40(2). 348-356. 2014年2月.

  • 潘勉, 王鹏辉, 杜兰, 刘宏伟, 保铮. 基于TSB-HMM模型的雷达高分辨距离像目标识别方法. 电子与信息学报. 35(7). 1547-1554. 2013年7月.

  • 韩勋, 杜兰, 刘宏伟, 邵长宇. 基于时频分布的空间锥体目标微动形式分类. 系统工程与电子技术. 35(4). 684-691. 2013年4月.

  • 李彦兵, 杜兰, 刘宏伟, 王宝帅. 基于微多普勒效应和多级小波分解的轮式履带式车辆分类研究. 电子与信息学报. 35(4).894-900.2013年4月.

  • 李志鹏, 马田香, 杜兰, 徐丹蕾, 刘宏伟, 张子敬. 多特征融合多类分类器设计在雷达HRRP识别中的应用. 西安电子科技大学学报(自然科学版). 40(1). 142-150. 2013年2月.

  • 邵长宇, 杜兰, 李飞, 刘宏伟. 基于多目标跟踪的空间锥体目标微多普勒频率提取方法. 电子与信息学报. 34(12). 2972-2977. 2012年12月.

  • 王鹏辉, 夏双志, 潘勉, 张学峰, 杜兰, 刘宏伟. 基于多模态平稳序列建模的雷达高分辨距离像小样本目标识别方法. 光学学报. 32(5). 2012年12月.

  • 冯博, 杜兰, 张学峰, 刘宏伟. 基于字典学习的雷达高分辨距离像目标识别. 电波科学学报. 27(5). 897-905. 2012年10月.

  • 王宝帅, 杜兰, 刘宏伟, 李彦兵, 冯博. 基于经验模态分解的空中飞机目标分类. 电子与信息学报. 34(9). 2116-2121. 2012年9月.

  • 王鹏辉, 刘宏伟, 杜兰, 潘勉, 张学峰. 基于线性动态模型的雷达高分辨距离像小样本目标识别方法. 电子与信息学报. 34(2). 305-311. 2012年2月.

  • 王鹏辉, 杜兰, 刘宏伟, 李彦兵, 吴兆平. 雷达高分辨距离像分帧新方法. 西安电子科技大学学报(自然版). 38(6). 22-29. 2011年12月.

  • 关永胜, 左群声, 刘宏伟, 杜兰, 李彦兵. 空间进动目标微动参数估计方法. 电子与信息学报. 33(10). 2427-2432. 2011年10月. 

  • 李彦兵, 杜兰, 刘宏伟, 徐丹蕾, 关永胜. 基于信号特征谱的地面运动目标分类. 电波科学学报. 26(4). 641-648. 2011年8月. 

  • 徐丹蕾, 杜兰, 刘宏伟, 洪灵, 李彦兵. 一种基于变分相关向量机的特征选择和分类结合方法. 自动化学报. 37(8). 932-943. 2011年8月.

  • 关永胜, 左群声, 刘宏伟, 杜兰, 李彦兵. 空间锥体目标微动特性分析与识别方法. 西安电子科技大学(自然科学版). 38(2). 105-111. 2011年4月.

  • 李彦兵, 杜兰, 刘宏伟, 丁苏颖, 关永胜. 基于微多普勒特征的地面目标分类. 电子与信息学报. 32(12). 2848-2853. 2010年12月. 

  • 陈凤, 杜兰, 刘宏伟, 保铮, 侯庆禹. 一种利用强度信息的雷达HRRP自动目标识别方法. 电子学报. 2009年3月, Vol. 37(3).459-463.

  • 刘敬, 张军英, 杜兰, 基于相关系数的雷达高分辨距离像分帧方法, 电子与信息学报, 2008年9月, Vol. 30(9). 2060-2064.

  • 陈凤, 杜兰, 保铮. 一种优化K近邻准则及在雷达HRRP目标识别中的应用. 西安电子科技大学学报. 2007年10月, Vol.34(5).681-686.

  • 陈凤, 杜兰, 保铮, 刘宏伟. 雷达高分辨距离像自动目标识别方法的改进. 电子与信息学报. 2007年6月, Vol.29(6).

  • 杜兰, 刘宏伟, 保铮, 张军英. 一种用于雷达HRRP功率谱的加权特征压缩方法. 西安电子科技大学学报. 2006年4月, Vol.33(2). 173-177.

  • 刘宏伟, 杜兰, 袁莉, 保铮. 雷达高分辨距离像目标识别研究进展. 电子与信息学报. 2005年8月, Vol.27(8). 1328-1334.

  • 杜兰, 刘宏伟, 保铮, 张军英. 一种利用雷达高分辨距离像幅度起伏特性的特征提取新方法. 电子学报. 2005年3月, Vol.33(3). 411-415.

  • 杜兰, 刘宏伟, 保铮. 一种基于距离-多普勒二维联合的群目标分辨方法. 电子学报. 2004年6月, Vol.32(6). 881-885.
  • 杜兰, 刘宏伟, 保铮. 利用目标方位信息改善雷达距离像识别性能. 系统工程与电子技术. 2004年8月, Vol.26(8). 1040-1043.
  • 杜兰, 保铮, 邢孟道. 直升机雷达回波的分析与检测. 西安电子科技大学学报. 2003年10月, Vol. 30 (5). 173-177.
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