【91338113】数据驱动的海量遥感影像高效信息挖掘国家自然基金项目

数据驱动的海量遥感影像高效信息挖掘

项目批准号： 91338113

批准年份： 2013

学科分类： F0113.信息获取与处理

项目负责人：夏桂松

资助类别：重大研究计划

负责人职称：教授

依托单位：武汉大学

资助金额： 80万元

关键词：数据驱动;图像语义信息;图像信息挖掘;遥感图像;特征挖掘

起止时间： 2014-01-01到2016-12-31

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 computational model for object-based visual saliency: spreading attention along Gestalt cues	期刊论文	Jin-Gang Yu\|Gui-Song Xia\|Changxin Gao\|Ashok Samal\|
2	Finding edges of buildings via a junction process in high-resolution remotely sensed images	会议论文	Bowen Xu\|Nan Xue\|Gui-Song Xia\|Liangpei Zhang\|
3	Spectral active clustering of remote sensing images	会议论文	Zifeng Wang\|Gui-Song Xia\|Caiming Xiong\|Liangpei Zhang\|
4	Unsupervised Feature Learning Via Spectral Clustering of Multidimensional Patches for Remotely Sensed Scene Classification	期刊论文	Wang, Zifeng\|Huang, Xin\|Zhang, Liangpei\|Sun, Hong\|
5	Fast Binary Coding for the Scene Classification of High-Resolution Remote Sensing Imagery	期刊论文	Gui-Song Xia\|Jingwen Hu\|Yanfei Zhong\|Kan Xu\|
6	Fast binary coding for satellite image scene classification	会议论文	Fan Hu\|Zifeng Wang\|Gui-Song Xia\|Liangpei Zhang\|
7	Anisotropic diffusion on complex tensor fields for PolSAR image filtering	会议论文	Nan Xue\|Gui-Song Xia\|Liangpei Zhang\|
8	Accurate annotation of remote sensing images via active spectral clustering with little expert knowledge	期刊论文	Gui-Song Xia\|Zifeng Wang\|Caiming Xiong\|Liangpei Zhang\|
9	Globally consistent correspondence of multiple feature sets using proximal Gauss-Seidel relaxation	期刊论文	Jin-Gang Yu\|Gui-Song Xia\|Ashok Samal\|Jinwen Tian\|
10	Mining the spatial distribution of visual words for scene classification	会议论文	Jingwen Hu\|Menghan Li\|Gui-Song Xia\|Liangpei Zhang\|
11	Meaningful Object Segmentation From SAR Images via a Multiscale Nonlocal Active Contour Model	期刊论文	Xia, Gui-Song\|Liu, Gang\|Yang, Wen\|Zhang, Liangpei\|
12	Dissimilarity measurements for processing and analyzing PolSAR data : a survey	会议论文	Wen Yang\|Hui Song\|Gui-Song Xia\|López-Martínez Carlos\|
13	Transferring deep convolutional neural networks for the scene classification of high-resolution remote sensing imagery	期刊论文	Fan Hu\|Gui-Song Xia\|Jingwen Hu\|Liangpei Zhang\|
14	Small object detection in forward-looking infrared images with sea clutter via context-driven Bayesian saliency model	期刊论文	Jin-Gang Yu\|Gui-Song Xia\|Jianjin Deng\|Jianwen Tian\|
15	Dynamic texture recognition by aggregating spatial and temporal features via ensembles SVMs	期刊论文	Gui-Song Xia\|Gang Liu\|Liangpei Zhang\|Xin Huang\|
16	Learning High-level Features for Satellite Image Classification With Limited Labeled Samples	期刊论文	Yang, Wen\|Yin, Xiaoshuang\|Xia, Gui-Song\|
17	Texture analysis with shape co-occurrence patterns	会议论文	Gang Liu\|Gui-Song Xia\|Wen Yang\|Liangpei Zhang\|
18	SAR image segmentation via non-local active contours	会议论文	Gang Liu\|Gui-Song Xia\|Wen Yang\|Nan Xue\|
19	A novel Polarimetric texture structure descriptor for high-resolution PolSAR image classification	会议论文	Yu Bai\|Wen Yang\|Gui-Song Xia\|Mingsheng Liao\|
20	A comparative study of sampling analysis in the scene classification of high-spatial-resolution remote sensing imagery	期刊论文	Jingwen Hu\|Gui-Song Xia\|Fan Hu\|Liangpei Zhang\|
21	Unsupervised feature coding on local patch manifold for satellite image scene classification	会议论文	Fan Hu\|Gui-Song Xia\|Liangpei Zhang\|
22	Semi-supervised feature learning for remote sensing image classification	会议论文	Xiaoshuang Yin\|Wen Yang\|Gui-Song Xia\|Lixia Dong\|
23	遥感大数据自动分析与数据挖掘	期刊论文	李德仁\|张良培\|夏桂松\|
24	Image stitching with perspective-preserving warping	会议论文	Tianzhu Xiang\|Gui-Song Xia\|Liangpei Zhang\|
25	复张量场扩散方程及其在PolSAR图像去噪中的应用	期刊论文	夏桂松\|薛楠\|王子锋\|张良培\|
26	A comparative study of sampling analysis in scene classification of high-resolution remote sensing imagery	会议论文	Fan Hu\|Gui-Song Xia\|Hong Sun\|Liangpei Zhang\|
27	A color-texture-structure descriptor for high-resolution satellite image classification	期刊论文	Huai Yu\|Wen Yang\|Gui-Song Xia\|Gang Liu\|
28	A benchmark for scene classification of high spatial resolution remote sensing imagery	会议论文	Tianbi Jiang\|Xinyi Tong\|Gui-Song Xia\|Liangpei Zhang\|
29	A novel Polarimetric texture structure descriptor for high-resolution PolSAR image classification	会议论文	Yu Bai\|Wen Yang\|Gui-Song Xia\|Mingsheng Liao\|

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