面向多源遥感图像的深度学习技术与系统研究

U1435219
2014
F0204.计算机系统结构与硬件技术
窦勇
联合基金项目
研究员
中国人民解放军国防科技大学
500万元
分布式框架;多源遥感图像;并行算法;深度学习
2015-01-01到2018-12-31
  • 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 A fast and memory saved GPU acceleration algorithm of convolutional neural networks for target detection 期刊论文 Li Shijie;Dou Yong;Niu Xin;Lv Qi;Wang Qiang
2 An efficient and effective convolutional auto-encoder extreme learning machine network for 3d feature learning 期刊论文 Wang Yueqing;Xie Zhige;Xu Kai;Dou Yong;Lei Yuanwu
3 CaFPGA: An automatic generation model for CNN accelerator 期刊论文 Xu Jinwei;Liu Zhiqiang;Jiang Jingfei;Dou Yong;Li Shijie
4 High performance robust audio event recognition system based on FPGA platform 期刊论文 Xu Jinwei;Liu Zhiqiang;Jiang Jingfei;Dou Yong
5 Variational single image interpolation with time-varying regularization 期刊论文 Qiao Peng;Chen Yunjin;Dou Yong
6 HYPERSPECTRAL IMAGE CLASSIFICATION VIA KERNEL EXTREME LEARNING MACHINE USING LOCAL RECEPTIVE FIELDS 会议论文 Lv Qi;Niu Xin;Dou Yong;Wang Yueqing;Lv Qi;Niu Xin;Dou Yong;Wang Yueqing;Xu Jiaqing;Zhou Jie;Lv Q;Lv Q
7 Heterogeneous blocked CPU-GPU accelerate scheme for large scale extreme learning machine 期刊论文 Li Shijie;Niu Xin;Dou Yong;Lv Qi;Wang Yueqing
8 Joint diversity regularization and graph regularization for multiple kernel k-means clustering via latent variables 期刊论文 Li Teng;Dou Yong;Liu Xinwang;Li T
9 针对卷积神经网络硬件加速器的调试模块 专利 窦勇;姜晶菲
10 Multiple kernel clustering with corrupted kernels 期刊论文 Li Teng;Dou Yong;Liu Xinwang;Zhao Yang;Lv Qi;Li T
11 Learning Generic Diffusion Processes for Image Restoration 会议论文 Peng Qiao;Yong Dou;Yunjin Chen;Wensen Feng
12 Leveraging local receptive fields based random weights networks for hyperspectral image classification 期刊论文 Lv Qi;Niu Xin;Dou Yong;Xu Jiaqing;Xia Fei;Lv Q
13 Local kernel alignment based multi-view clustering using extreme learning machine 期刊论文 Wang Qiang;Dou Yong;Liu Xinwang;Xia Fei;Lv Qi;Yang Ke
14 An FPGA-based processor for training convolutional neural networks 会议论文 Zhiqiang Liu;Yong Dou;Jingfei Jiang;Qiang Wang;Paul Chow
15 Affine-Transformation Parameters Regression for Face Alignment 期刊论文 Li Xuan;Xu Yidan;Lv Qi;Dou Yong
16 Classification of Tiangong-1 Hyperspectral Remote Sensing Image via Contextual Sparse Coding 会议论文 Lv Qi; Dou Yong; Niu Xin
17 Optimized Deep Belief Network on CUDA GPUs 会议论文 Li Teng; Dou Yong; Jiang Jingfei; Wang Yueqing
18 Multiple Kernel Clustering Framework with Improved Kernels 会议论文 王岳青;刘新旺;窦勇;李荣春
19 Hyperspectral Image Classification via Local Receptive Fields Based Random Weights Networks 会议论文 Lv Qi; Dou Yong; XuJiaqing
20 PR-ELM: Parallel regularized extreme learning machine based on cluster 期刊论文 Wang Yueqing;Dou Yong;Liu Xinwang;Lei Yuanwu
21 Confusion Graph: Detecting Confusion Communities in Large Scale Image Classification 会议论文 靳若春;窦勇;王岳青;牛新
22 Platform-adaptive high-throughput surveillance video condensation on heterogeneous processor clusters 会议论文 乔鹏;李腾;窦勇;雷元武;罗宏斌;金池
23 Multiple kernel k-means with incomplete kernels 会议论文 Xinwang Liu;Miaomiao Li;Lei Wang;Yong Dou;Jianping Yin;En Zhu
24 Approximate Large-scale Multiple Kernel k-means Using Deep Neural Network 会议论文 王岳青;刘新旺;窦勇;李荣春
25 Optimal neighborhood kernel clustering with multiple kernels 会议论文 Xinwang Liu;Sihang Zhou;Yueqing Wang;Miaomiao Li;Yong Dou;En Zhu;Jianping Yin
26 基于深度学习的光学遥感机场与飞行器目标识别技术 期刊论文 牛新;窦勇;张鹏;曹玉社
27 Urban Land Use and Land Cover Classification Using Remotely Sensed SAR Data through Deep Belief Networks 期刊论文 Qi Lv; Yong Dou; Xin Niu; Jiaqing Xu; Jinbo Xu; Fei Xia
28 Adaptive Energy-Aware Computation Offloading for Cloud of Things Systems 期刊论文 Nan Yucen;Li Wei;Bao Wei;Delicato Flavia C.;Pires Paulo F.;Dou Yong;Zomaya Albert Y.
29 Airport detection from remote sensing images using transferable convolutional neural networks 会议论文 Peng Zhang;Xin Niu;Yong Dou;Fei Xia
30 目标提取与哈希机制的多标签图像检索 期刊论文 陈飞;吕绍和;李军;王晓东;窦勇
31 An Efficient Robust Eye Localization by Learning the Convolution Distribution Using Eye Template 期刊论文 Xuan Li; Yong Dou; XinNiu; JiaqingXu; Ruorong Xiao
32 Throughput-Optimized FPGA Accelerator for Deep Convolutional Neural Networks 期刊论文 Liu Zhiqiang;Dou Yong;Jiang Jingfei;Xu Jinwei;Li Shijie;Zhou Yongmei;Xu Yingnan
33 Instance-Specific Algorithm Selection via Multi-Output Learning 期刊论文 Chen Kai;Dou Yong;Lv Qi;Liang Zhengfa
34 Image Translation Between High-Resolution Remote Sensing Optical and SAR Data Using Conditional GAN 会议论文 Xin Niu;Di Yang;Ke Yang;Hengyue Pan;Yong Dou
35 Distributed sparse bundle adjustment algorithm based on three-dimensional point partition and asynchronous communication 期刊论文 Xiaolong Shen;Yong Dou;Steven Mills;David M Eyers;Huan Feng;Zhiyi Huang
36 ELM based multiple kernel k-means with diversity-induced regularization 会议论文 Yang Zhao;Yong Dou;Xinwang Liu;Teng Li
37 Ranking Support Vector Machine with Kernel Approximation 期刊论文 Chen Kai;Li Rongchun;Dou Yong;Liang Zhengfa;Lv Qi
38 Classification of Hyperspectral Remote Sensing Image Using Hierarchical Local-Receptive-Field-Based Extreme Learning Machine 期刊论文 Lv Qi;Niu Xin;Dou Yong;Xu Jiaqing;Lei Yuanwu
39 结合视觉注意机制与递归神经网络的图像检索 期刊论文 李军;吕绍和;陈飞;阳国贵;窦勇
40 mmCNN: a Novel Method for Large Convolutional Neural Network on Memory-limited Devices 会议论文 Shijie Li;Yong Dou;Jinwei Xu;Qiang Wang;Xin Niu
41 Multi-view clustering with extreme learning machine 期刊论文 Wang Qiang;Dou Yong;Liu Xinwang;Lv Qi;Li Shijie;Wang Qiang;Dou Yong;Liu Xinwang;Lv Qi;Li Shijie;Wang Q
42 Visual Confusion Label Tree for Image Classification 会议论文 Yuntao Liu;Yong Dou;Ruochun Jin;Rongchun Li
43 DLPF:基于异构体系结构的并行深度学习编程框架 期刊论文 王岳青;窦勇;吕启;李宝峰等
44 基于粗粒度并行的指纹匹配单元 专利 窦勇;姜晶菲;许金伟;申小龙;刘志强
45 Airport Detection on Optical Satellite Images Using Deep Convolutional Neural Networks 期刊论文 Zhang Peng;Niu Xin;Dou Yong;Xia Fei
46 Exploring Temporal Preservation Networks for Precise Temporal Action Localization 会议论文 Ke Yang;Peng Qiao;Dongsheng Li;Shaohe Lv;Yong Dou
47 Automatic code generation of convolutional neural networks in FPGA implementation 会议论文 Zhiqiang Liu;Yong Dou;Jingfei Jiang;Jinwei Xu
48 Relative distance features for gait recognition with Kinect 期刊论文 Yang Ke;Dou Yong;Lv Shaohe;Zhang Fei;Lv Qi
49 Multiple kernel learning with hybrid kernel alignment maximization 期刊论文 Wang Yueqing;Liu Xinwang;Dou Yong;Lv Qi;Lu Yao
50 paraSNF: An Parallel Approach for Large-Scale Similarity Network Fusion 会议论文 Xiaolong Shen;Song He;Minquan Fang;Yuqi Wen;Xiaochen Bo;Yong Dou
51 Learning Non-local Image Diffusion for Image Denoising 会议论文 Peng Qiao;Yong Dou;Wensen Feng;Rongchun Li;Yunjin Chen
52 Frame Segmentation Networks for Temporal Action Localization 会议论文 Ke Yang;Peng Qiao;Qiang Wang;Shijie Li;Xin Niu;Dongsheng Li;Yong Dou
53 Robust regularized extreme learning machine for regression using iteratively reweighted least squares 期刊论文 Chen Kai;Lv Qi;Lu Yao;Dou Yong
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