output
20132026
most citedDeep learning in remote sensing: a review

3.2k citations

Showing 2016Show all

7 papers · 1 filter

cs.CV2016★ 140 cited

A Spatial and Temporal Non-Local Filter Based Data Fusion

Qing Cheng, Huiqing Liu, Huanfeng Shen +2

The trade-off in remote sensing instruments that balances the spatial resolution and temporal frequency limits our capacity to monitor spatial and temporal dynamics effectively. Th…

cs.CV2016★ 184 cited

Learning Low Dimensional Convolutional Neural Networks for High-Resolution Remote Sensing Image Retrieval

Weixun Zhou, Shawn Newsam, Congmin Li +1

Learning powerful feature representations for image retrieval has always been a challenging task in the field of remote sensing. Traditional methods focus on extracting low-level h…

cs.CV2016★ 2.2k cited

AID: A Benchmark Dataset for Performance Evaluation of Aerial Scene Classification

Gui-Song Xia, Jingwen Hu, Fan Hu +4

Aerial scene classification, which aims to automatically label an aerial image with a specific semantic category, is a fundamental problem for understanding high-resolution remote…

physics.ao-ph2016★ 232 cited

Point-surface fusion of station measurements and satellite observations for mapping PM2.5 distribution in China: methods and assessment

Tongwen Li, Huanfeng Shen, Chao Zeng +2

Fine particulate matter (PM2.5) is associated with adverse human health effects, and China is currently suffering from serious PM2.5 pollution. To obtain spatially continuous groun…

cs.CY2016★ 21 cited

Global-Scale Resource Survey and Performance Monitoring of Public OGC Web Map Services

Zhipeng Gui, Jun Cao, Xiaojing Liu +2

One of the most widely-implemented service standards provided by the Open Geospatial Consortium (OGC) to the user community is the Web Map Service (WMS). WMS is widely employed glo…

cs.CV2016★ 293 cited

Multi-feature combined cloud and cloud shadow detection in GaoFen-1 wide field of view imagery

Zhiwei Li, Huanfeng Shen, Huifang Li +3

The wide field of view (WFV) imaging system onboard the Chinese GaoFen-1 (GF-1) optical satellite has a 16-m resolution and four-day revisit cycle for large-scale Earth observation…

cs.CV2016★ 11 cited

Image stitching with perspective-preserving warping

Tianzhu Xiang, Gui-Song Xia, Liangpei Zhang

Image stitching algorithms often adopt the global transformation, such as homography, and work well for planar scenes or parallax free camera motions. However, these conditions are…