基于动态随机共振和参数优化卷积神经网络的高光谱图像分类研究

61971253
2019
F0113.信息获取与处理
刘雪峰
面上项目
教授
青岛科技大学
58万元
高光谱图像分类;遥感图像增强;深度学习;随机共振;遥感图像处理
2020-01-01到2023-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
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序号 标题 类型 作者
1 HSI Shadow Enhancement Based on D-DSR and Classification with Parameter Optimization 期刊论文 Yangyang Kou;Xuefeng LIU
2 一种高效的语音分离方法及其模型搭建方法 专利 付民;卢鹏丞;刘雪峰;孙梦楠;郑冰
3 Photoelectric Characteristics and Applications of Quantum Effect Photodetector 期刊论文 M. J. Wang;S. Ren;K. K. Liang;H. H. Qin;Y. P. Feng
4 Residual UNet with spatial and channel attention for automatic magnetic resonance image segmentation of rectal cancer 期刊论文 Mingjia Wang;YuCui Chen;Baozhu Qi
5 一种水下无线光通信解调模型的搭建及解调方法 专利 付民;刘可新;刘雪峰;孙梦楠;刘英哲;郑冰
6 Hyperspectral Image Shadow Enhancement Using Three-Dimensional Dynamic Stochastic Resonance and Classification Based on ResNet 期刊论文 Xuefeng LIU;Yangyang KOU;Min FU
7 一种动态手势识别模型的搭建方法及动态手势识别方法 专利 付民;郝思达;刘雪峰;孙梦楠;郑冰
8 一种基于二维随机共振的高光谱图像增强方法及设备 专利 刘雪峰;刘秋月;付民
9 Underwater Object Detection Based on Improved EfficientDet 期刊论文 Jiaqi Jia;Min Fu;Xuefeng Liu;Bing Zheng
10 一种视听结合的语音分离模型搭建方法及语音分离方法 专利 付民;李贵竹;刘雪峰;孙梦楠;闵健;董亮;刘英哲;闫劢;郑冰
11 A Visual/Inertial Relative Navigation Method for UAV Formation 会议论文 Wei Shao;Lingfei Dou;Hanxue Zhao;Boning Wang;Hongliang Xi;Wenlong Yao
12 DCC-GAN-based channel emulator for underwater wireless optical communication systems 期刊论文 Huanxin Huo;Min Fu;Xuefeng Liu;Bing Zheng
13 Magnetic resonance image segmentation of rectal tumors based on improved CycleGAN and U-Net models 期刊论文 Kefan Li;Baozhu Qi;Mingjia Wang
14 HSI Classification Based on Multimodal CNN and Shadow Enhance by DSR Spatial-Spectral Fusion 期刊论文 Xuefeng Liu;Hao Wang;Jiaming Liu;Shaohua Sun;Min Fu
15 Detection of Fittings Based on the Dynamic Graph CNN and U-Net Embedded with Bi-Level Routing Attention 期刊论文 Zhihui Xie;Min Fu;Xuefeng Liu
16 Experiment-based channel characteristics for underwater wireless optical communication over medium-and-long distance 期刊论文 Jingfeng Guo;Min Fu;Xuefeng Liu;Bing Zheng
17 Hyperspectral Image Classification Based on Convolutional Neural Network Embedded with Attention Mechanism and Shadow Enhancement by Dynamic Stochastic Resonance 会议论文 Qiuyue Liu;Xuefeng Liu;Shan Zhang;Min Fu
18 Pulmonary nodules segmentation based on domain adaptation 期刊论文 Guozheng Sui;Xuefeng Liu;Shuang Chen;Shunli Liu;Zaixian Zhang
19 一种高光谱图像阴影增强方法、设备及存储介质 专利 刘雪峰;寇阳阳;付民
20 一种水下激光数字通信系统信道建模和模拟方法 专利 付民;霍焕鑫;刘雪峰;闵健;郑冰
21 基于阴影增强和注意力机制的高光谱图像分类 期刊论文 刘秋月;刘雪峰;孙绍华
22 Segmentation and Identification of Small Intestinal Lesions Based on U-Net with Batch Normalization and Virtual Sample 会议论文 Xuefeng Liu;Hao Wang;Shuang Chen;Shunli Liu;Zaixin Zhang;Min Fu
23 Dynamic Gesture Recognition Based on Two-Scale 3-D-ConvNeXt 期刊论文 Sida Hao;Min Fu;Xuefeng Liu;Bing Zheng
24 Visual Navigation Algorithm of Small Body Lander Based on UFIR Filter 会议论文 Wei Shao;Hanxue Zhao;Lingfei Dou;Boning Wang;Guangze Wang;Wenlong Yao
25 Research on Underwater Image Calibration Based on Fisheye Lens in Embedded System and Visual Angle of Simulated Human Eyes 会议论文 Xuefeng Liu;Ruiqing Ji;Hao Wang;Min Fu;Bing Zheng;Mengnan Sun;Jingjing Qin;Cheng Zhen
26 一种水下激光数字信息传输增强模型的搭建方法 专利 付民;徐赵敏;刘雪峰;顾肇瑞;郑冰
27 Electrical Fittings Inspection Based on Improved Unet with Generative Adversarial Network and Attention Mechanism 会议论文 Zhihui Xie;Min Fu;Xuefeng Liu
28 Unsupervised Multi-Level Feature Extraction for Improvement of Hyperspectral Classification 期刊论文 Qiaoqiao Sun;Xuefeng Liu;Salah Bourennane
29 A Facial Feature and Lip Movement Enhanced Audio-Visual Speech Separation Model 期刊论文 Guizhu Li;Min Fu;Mengnan Sun;Xuefeng Liu;Bing Zheng
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