Optimal strategies for wide-area small object detection using deep learning: Practices from a global flying aircraft dataset.

Yongxue Liu Nanjing University, School of Geography and Ocean Science, Collaborative Innovation Center of South China Sea Studies, China https://orcid.org/0000-0002-6837-5015 https://www.wikidata.org/entity/Q56334511

Wanjing Zhao Yongxue Liu Peng Liu Huansha Wu Yanzhu Dong Optimal strategies for wide-area small object detection using deep learning: Practices from a global flying aircraft dataset. 103648 2024 127 Int. J. Appl. Earth Obs. Geoinformation https://doi.org/10.1016/j.jag.2024.103648 db/journals/aeog/aeog127.html#ZhaoLLWD24

Bingxue Zhao Yongxue Liu Lei Wang Evaluation of the Stability of Muddy Coastline Based on Satellite Imagery: A Case Study in the Central Coasts of Jiangsu, China. 3323 2023 July 15 Remote. Sens. 13 https://doi.org/10.3390/rs15133323 db/journals/remotesensing/remotesensing15.html#ZhaoLW23

Wei Wu Yongxue Liu Brendan M. Rogers Wenxuan Xu Yanzhu Dong Wanyu Lu Monitoring gas flaring in Texas using time-series sentinel-2 MSI and landsat-8 OLI images. 103075 2022 114 Int. J. Appl. Earth Obs. Geoinformation https://doi.org/10.1016/j.jag.2022.103075 db/journals/aeog/aeog114.html#WuLRXDL22

Qing Wang Yingcheng Lu Chuanmin Hu Yongxiang Hu 0002 Minwei Zhang Junnan Jiao Jilian Xiong Yongxue Liu Zhenke Zhang Discrimination of Biomass-Burning Smoke From Clouds Over the Ocean Using MODIS Measurements. 1-10 2022 60 IEEE Trans. Geosci. Remote. Sens. https://doi.org/10.1109/TGRS.2021.3084042 db/journals/tgrs/tgrs60.html#WangLHHZJXLZ22

Tianxin Chen Yongxue Liu A Quick Band-to-Band Mis-Registration Detection Method for Sentinel-2 MSI Images. 3351 2021 13 Remote. Sens. 17 https://doi.org/10.3390/rs13173351 db/journals/remotesensing/remotesensing13.html#ChenL21

Bingxue Zhao Yongxue Liu Wenxuan Xu Yongchao Liu 0006 Jiaqi Sun Lei Wang Morphological Characteristics of Tidal Creeks in the Central Coastal Region of Jiangsu, China, Using LiDAR. 2426 2019 11 Remote. Sens. 20 https://doi.org/10.3390/rs11202426 https://www.wikidata.org/entity/Q126995117 db/journals/remotesensing/remotesensing11.html#ZhaoLXLSW19

Yansha Wen Mengqiu Wang Yingcheng Lu Shaojie Sun Minwei Zhang Zhihua Mao Jing Shi Yongxue Liu An alternative approach to determine critical angle of contrast reversal and surface roughness of oil slicks under sunglint. 972-979 2018 11 Int. J. Digit. Earth 9 https://doi.org/10.1080/17538947.2018.1470687 https://www.wikidata.org/entity/Q60461951 db/journals/digearth/digearth11.html#WenWLSZMSL18

Yang Zhou 0016 Lu Jiang Yingcheng Lu Wenfeng Zhan Zhihua Mao Weixian Qian Yongxue Liu Thermal Infrared Contrast Between Different Types of Oil Slicks on Top of Water Bodies. 1042-1045 2017 14 IEEE Geosci. Remote. Sens. Lett. 7 https://doi.org/10.1109/LGRS.2017.2694609 db/journals/lgrs/lgrs14.html#ZhouJLZMQL17

Chao Sun 0005 Yongxue Liu Saishuai Zhao Minxi Zhou Yuhao Yang 0003 Feixue Li Classification mapping and species identification of salt marshes based on a short-time interval NDVI time-series from HJ-1 optical imagery. 27-41 2016 45 Int. J. Appl. Earth Obs. Geoinformation https://doi.org/10.1016/j.jag.2015.10.008 https://www.wikidata.org/entity/Q111494726 db/journals/aeog/aeog45.html#SunLZZYL16

Yongxue Liu Xiaoyu Chen Yuhao Yang 0003 Chao Sun 0005 Siyu Zhang Automated Extraction and Mapping for Desert Wadis from Landsat Imagery in Arid West Asia. 246 2016 8 Remote. Sens. 3 https://doi.org/10.3390/rs8030246 https://www.wikidata.org/entity/Q60461959 db/journals/remotesensing/remotesensing8.html#LiuCYSZ16

Liang Cheng 0003 Yuzhe Pian Zhenjie Chen Penghui Jiang Yongxue Liu Gang Chen 0005 Peijun Du Manchun Li 0004 Hierarchical Filtering Strategy for Registration of Remote Sensing Images of Coral Reefs. 3304-3313 2016 9 IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7 https://doi.org/10.1109/JSTARS.2015.2475133 db/journals/staeors/staeors9.html#0003PCJLCDL16

Chen Zhou 0002 Zhenjie Chen Yongxue Liu Feixue Li Liang Cheng 0003 A-Xing Zhu Manchun Li 0004 Data decomposition method for parallel polygon rasterization considering load balancing. 196-209 2015 85 Comput. Geosci. https://doi.org/10.1016/j.cageo.2015.09.003 https://www.wikidata.org/entity/Q60461969 db/journals/gandc/gandc85.html#ZhouCLLCZL15

Kang Yang 0003 Manchun Li 0004 Yongxue Liu Liang Cheng 0003 Qiuhao Huang Yangming Chen River Detection in Remotely Sensed Imagery Using Gabor Filtering and Path Opening. 8779-8802 2015 7 Remote. Sens. 7 https://doi.org/10.3390/rs70708779 https://www.wikidata.org/entity/Q60461974 db/journals/remotesensing/remotesensing7.html#YangLLCHC15

Chong Chen 0008 Zhenjie Chen Manchun Li 0004 Yongxue Liu Liang Cheng 0003 Yibin Ren Parallel relative radiometric normalisation for remote sensing image mosaics. 28-36 2014 73 Comput. Geosci. https://doi.org/10.1016/j.cageo.2014.08.007 https://www.wikidata.org/entity/Q60461988 db/journals/gandc/gandc73.html#ChenCLLCR14

Kang Yang 0003 Manchun Li 0004 Yongxue Liu Liang Cheng 0003 Yuewei Duan Minxi Zhou River Delineation from Remotely Sensed Imagery Using a Multi-Scale Classification Approach. 4726-4737 2014 7 IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12 https://doi.org/10.1109/JSTARS.2014.2309707 https://www.wikidata.org/entity/Q60461990 db/journals/staeors/staeors7.html#YangLL0DZ14

Wangyu Cheng Yongxue Liu Jing Li Saishuai Zhao Jie Jiang Minxi Zhou Manchun Li 0004 Study on water conservation value assessment of land ecosystems in Guanzhong-Tianshui Economic Zone. 1-6 2014 Geoinformatics https://doi.org/10.1109/GEOINFORMATICS.2014.6950812 https://www.wikidata.org/entity/Q60461995 conf/geoinformatics/2014 db/conf/geoinformatics/geoinformatics2014.html#ChengLLZJZL14 Jie Jiang Yongxue Liu Saishuai Zhao Minxi Zhou Wangyu Cheng Manchun Li 0004 Evaluation of wind energy resources and wind power generation based on SAR-retrieved wind in the eastern sea area of Yancheng, Jiangsu, China. 1-6 2014 Geoinformatics https://doi.org/10.1109/GEOINFORMATICS.2014.6950801 https://www.wikidata.org/entity/Q60461986 conf/geoinformatics/2014 db/conf/geoinformatics/geoinformatics2014.html#JiangLZZCL14 Saishuai Zhao Yongxue Liu Jie Jiang Wangyu Cheng Minxi Zhou Manchun Li 0004 Renzong Ruan Extraction of mangrove in Hainan Dongzhai Harbor based on CART decision tree. 1-6 2014 Geoinformatics https://doi.org/10.1109/GEOINFORMATICS.2014.6950800 https://www.wikidata.org/entity/Q60461987 conf/geoinformatics/2014 db/conf/geoinformatics/geoinformatics2014.html#ZhaoLJCZLR14 Minxi Zhou Yongxue Liu Saishuai Zhao Jie Jiang Yuewei Duan Manchun Li 0004 Automatic coral island segmentation based on region-based multi-phase level set method: A case study on Pattle Island, South China Sea. 1-6 2014 Geoinformatics https://doi.org/10.1109/GEOINFORMATICS.2014.6950811 https://www.wikidata.org/entity/Q60461983 conf/geoinformatics/2014 db/conf/geoinformatics/geoinformatics2014.html#ZhouLZJDL14

Yongxue Liu Manchun Li 0004 Minxi Zhou Kang Yang 0003 Liang Mao Quantitative Analysis of the Waterline Method for Topographical Mapping of Tidal Flats: A Case Study in the Dongsha Sandbank, China. 6138-6158 2013 5 Remote. Sens. 11 https://doi.org/10.3390/rs5116138 https://www.wikidata.org/entity/Q60462008 db/journals/remotesensing/remotesensing5.html#LiuLZYM13

Liang Cheng 0003 Lihua Tong Manchun Li 0004 Yongxue Liu Semi-Automatic Registration of Airborne and Terrestrial Laser Scanning Data Using Building Corner Matching with Boundaries as Reliability Check. 6260-6283 2013 5 Remote. Sens. 12 https://doi.org/10.3390/rs5126260 https://www.wikidata.org/entity/Q60462012 db/journals/remotesensing/remotesensing5.html#ChengTLL13

Liang Cheng 0003 Manchun Li 0004 Yongxue Liu Wenting Cai Yanming Chen 0001 Kang Yang 0003 Remote sensing image matching by integrating affine invariant feature extraction and RANSAC. 1023-1032 2012 38 Comput. Electr. Eng. 4 https://doi.org/10.1016/j.compeleceng.2012.03.003 https://www.wikidata.org/entity/Q60462014 db/journals/cee/cee38.html#ChengLLCCY12

Song Li Jicheng Zhang Yongxue Liu Tieyu Hu Aerodynamic Drag Reduction Design of Van Body Truck by Numerical Simulation Method. 168-171 2011 ICDMA https://doi.org/10.1109/ICDMA.2011.48 https://doi.ieeecomputersociety.org/10.1109/ICDMA.2011.48 conf/icdma/2011 db/conf/icdma/icdma2011.html#LiZLH11 Wenting Cai Yongxue Liu Manchun Li 0004 Yu Zhang Zhen Li A best-first multivariate decision tree method used for urban land cover classification. 1-5 2010 Geoinformatics https://doi.org/10.1109/GEOINFORMATICS.2010.5567871 https://www.wikidata.org/entity/Q60462034 conf/geoinformatics/2010 db/conf/geoinformatics/geoinformatics2010.html#CaiLLZL10 Wei Hu Yongxue Liu Manchun Li 0004 Wenting Cai Jieli Chen Simulation and modeling of elevation variations of radial sand banks in Jiangsu province based on spatio-temporal correlation analysis. 1-5 2010 Geoinformatics https://doi.org/10.1109/GEOINFORMATICS.2010.5567761 https://www.wikidata.org/entity/Q60462044 conf/geoinformatics/2010 db/conf/geoinformatics/geoinformatics2010.html#HuLLCC10 Chen Jieli Manchun Li 0004 Yongxue Liu Shen Chenglei Hu Wei Extract residential areas automatically by New Built-up Index. 1-5 2010 Geoinformatics https://doi.org/10.1109/GEOINFORMATICS.2010.5567823 https://www.wikidata.org/entity/Q60462038 conf/geoinformatics/2010 db/conf/geoinformatics/geoinformatics2010.html#JieliMYCW10 Zhen Li Yongxue Liu Manchun Li 0004 Wenting Cai Yu Zhang Automatic waterline pick-up based on improved embedded confidence. 1-6 2010 Geoinformatics https://doi.org/10.1109/GEOINFORMATICS.2010.5567704 https://www.wikidata.org/entity/Q60462037 conf/geoinformatics/2010 db/conf/geoinformatics/geoinformatics2010.html#LiLLCZ10 Yongxue Liu Wenting Cai Manchun Li 0004 Wei Hu Yecheng Wang Multi-scale urban land cover extraction based on object oriented analysis. 1-5 2010 Geoinformatics https://doi.org/10.1109/GEOINFORMATICS.2010.5567769 https://www.wikidata.org/entity/Q60462042 conf/geoinformatics/2010 db/conf/geoinformatics/geoinformatics2010.html#LiuCLHW10 Chengming Liu Manchun Li 0004 Yongxue Liu Jieli Chen Chenglei Shen Application of Adaboost based ensemble SVM on IKONOS image classification. 1-5 2010 Geoinformatics https://doi.org/10.1109/GEOINFORMATICS.2010.5568055 https://www.wikidata.org/entity/Q60462036 conf/geoinformatics/2010 db/conf/geoinformatics/geoinformatics2010.html#LiuLLCS10 Kang Yang 0003 Manchun Li 0004 Yongxue Liu Chongya Jiang Multi-points fast marching: A novel method for road extraction. 1-5 2010 Geoinformatics https://doi.org/10.1109/GEOINFORMATICS.2010.5567527 https://www.wikidata.org/entity/Q60462040 conf/geoinformatics/2010 db/conf/geoinformatics/geoinformatics2010.html#YangLLJ10 Yu Zhang Yongxue Liu An image segmentation algorithm for SAR images based on wavelet packets frame transformation. 1-5 2010 Geoinformatics https://doi.org/10.1109/GEOINFORMATICS.2010.5567861 https://www.wikidata.org/entity/Q60462035 conf/geoinformatics/2010 db/conf/geoinformatics/geoinformatics2010.html#ZhangL10 Wenting Cai Chong Chen 0008 Gang Chen 0005 Jieli Chen Tianxin Chen Xiaoyu Chen Yangming Chen Yanming Chen 0001 Zhenjie Chen Liang Cheng 0003 Wangyu Cheng Shen Chenglei Yanzhu Dong Peijun Du Yuewei Duan Chuanmin Hu Tieyu Hu Wei Hu Yongxiang Hu 0002 Qiuhao Huang Chongya Jiang Jie Jiang Lu Jiang Penghui Jiang Junnan Jiao Chen Jieli Feixue Li Jing Li Manchun Li 0004 Song Li Zhen Li Chengming Liu Peng Liu Yongchao Liu 0006 Wanyu Lu Yingcheng Lu Liang Mao Zhihua Mao Yuzhe Pian Weixian Qian Yibin Ren Brendan M. Rogers Renzong Ruan Chenglei Shen Jing Shi Chao Sun 0005 Jiaqi Sun Shaojie Sun Lihua Tong Lei Wang Mengqiu Wang Qing Wang Yecheng Wang Hu Wei Yansha Wen Huansha Wu Wei Wu Jilian Xiong Wenxuan Xu Kang Yang 0003 Yuhao Yang 0003 Wenfeng Zhan Jicheng Zhang Minwei Zhang Si-yu ZhangSiyu Zhang Yu Zhang Zhenke Zhang Bingxue Zhao Saishuai Zhao Wanjing Zhao Chen Zhou 0002 Minxi Zhou Yang Zhou 0016 A-Xing Zhu