IEEE Geoscience and Remote Sensing Letters

5.7(top 5%)

impact factor

7.5K(top 5%)

papers

174.2K(top 2%)

citations

142(top 5%)

h-index

5.8(top 5%)

impact factor

9.4K

all documents

180.0K

doc citations

218(top 5%)

g-index

Top Articles

#	Title	Journal	Year	Citations
1	Road Extraction by Deep Residual U-Net	IEEE Geoscience and Remote Sensing Letters	2018	1,566
2	A Landsat Surface Reflectance Dataset for North America, 1990–2000	IEEE Geoscience and Remote Sensing Letters	2006	1,279
3	Deep Learning Classification of Land Cover and Crop Types Using Remote Sensing Data	IEEE Geoscience and Remote Sensing Letters	2017	1,144
4	Composite Kernels for Hyperspectral Image Classification	IEEE Geoscience and Remote Sensing Letters	2006	956
5	HybridSN: Exploring 3-D–2-D CNN Feature Hierarchy for Hyperspectral Image Classification	IEEE Geoscience and Remote Sensing Letters	2020	887
6	Unsupervised Change Detection in Satellite Images Using Principal Component Analysis and $k$-Means Clustering	IEEE Geoscience and Remote Sensing Letters	2009	773
7	SVM- and MRF-Based Method for Accurate Classification of Hyperspectral Images	IEEE Geoscience and Remote Sensing Letters	2010	651
8	Land Surface Temperature Retrieval Methods From Landsat-8 Thermal Infrared Sensor Data	IEEE Geoscience and Remote Sensing Letters	2014	621
9	Deep Learning Based Feature Selection for Remote Sensing Scene Classification	IEEE Geoscience and Remote Sensing Letters	2015	611
10	Vehicle Detection in Satellite Images by Hybrid Deep Convolutional Neural Networks	IEEE Geoscience and Remote Sensing Letters	2014	504
11	A Global Quality Measurement of Pan-Sharpened Multispectral Imagery	IEEE Geoscience and Remote Sensing Letters	2004	502
12	A Fast Intensity–Hue–Saturation Fusion Technique With Spectral Adjustment for IKONOS Imagery	IEEE Geoscience and Remote Sensing Letters	2004	495
13	Unambiguous SAR Signal Reconstruction From Nonuniform Displaced Phase Center Sampling	IEEE Geoscience and Remote Sensing Letters	2004	485
14	Deep Learning Earth Observation Classification Using ImageNet Pretrained Networks	IEEE Geoscience and Remote Sensing Letters	2016	474
15	Human Detection and Activity Classification Based on Micro-Doppler Signatures Using Deep Convolutional Neural Networks	IEEE Geoscience and Remote Sensing Letters	2016	461
16	Convolutional Neural Network With Data Augmentation for SAR Target Recognition	IEEE Geoscience and Remote Sensing Letters	2016	421
17	Boosting the Accuracy of Multispectral Image Pansharpening by Learning a Deep Residual Network	IEEE Geoscience and Remote Sensing Letters	2017	367
18	Feature Selection Based on Hybridization of Genetic Algorithm and Particle Swarm Optimization	IEEE Geoscience and Remote Sensing Letters	2015	364
19	Polarimetric SAR Image Classification Using Deep Convolutional Neural Networks	IEEE Geoscience and Remote Sensing Letters	2016	364
20	An Adaptive IHS Pan-Sharpening Method	IEEE Geoscience and Remote Sensing Letters	2010	360
21	Hyperspectral Image Compression Using JPEG2000 and Principal Component Analysis	IEEE Geoscience and Remote Sensing Letters	2007	359
22	Similarity-Based Unsupervised Band Selection for Hyperspectral Image Analysis	IEEE Geoscience and Remote Sensing Letters	2008	353
23	Change Detection Based on Deep Siamese Convolutional Network for Optical Aerial Images	IEEE Geoscience and Remote Sensing Letters	2017	353
24	Classification of Hyperspectral Images by Using Extended Morphological Attribute Profiles and Independent Component Analysis	IEEE Geoscience and Remote Sensing Letters	2011	340
25	A Two-Dimensional Spectrum for Bistatic SAR Processing Using Series Reversion	IEEE Geoscience and Remote Sensing Letters	2007	337
26	Band Selection for Hyperspectral Image Classification Using Mutual Information	IEEE Geoscience and Remote Sensing Letters	2006	332
27	A Robust Infrared Small Target Detection Algorithm Based on Human Visual System	IEEE Geoscience and Remote Sensing Letters	2014	323
28	Unsupervised Spectral–Spatial Feature Learning With Stacked Sparse Autoencoder for Hyperspectral Imagery Classification	IEEE Geoscience and Remote Sensing Letters	2015	315
29	Contrast and Error-Based Fusion Schemes for Multispectral Image Pansharpening	IEEE Geoscience and Remote Sensing Letters	2014	291
30	Bag-of-Visual-Words Scene Classifier With Local and Global Features for High Spatial Resolution Remote Sensing Imagery	IEEE Geoscience and Remote Sensing Letters	2016	289
31	A Keystone Transform Without Interpolation for SAR Ground Moving-Target Imaging	IEEE Geoscience and Remote Sensing Letters	2007	285
32	Remote Sensing Image Scene Classification Using Bag of Convolutional Features	IEEE Geoscience and Remote Sensing Letters	2017	283
33	Fusion of Multispectral and Panchromatic Satellite Images Using the Curvelet Transform	IEEE Geoscience and Remote Sensing Letters	2005	280
34	Training Deep Convolutional Neural Networks for Land–Cover Classification of High-Resolution Imagery	IEEE Geoscience and Remote Sensing Letters	2017	276
35	Linear Versus Nonlinear PCA for the Classification of Hyperspectral Data Based on the Extended Morphological Profiles	IEEE Geoscience and Remote Sensing Letters	2012	273
36	Infrared Small Target Detection Utilizing the Multiscale Relative Local Contrast Measure	IEEE Geoscience and Remote Sensing Letters	2018	273
37	Prediction of Sea Surface Temperature Using Long Short-Term Memory	IEEE Geoscience and Remote Sensing Letters	2017	272
38	Ship Rotated Bounding Box Space for Ship Extraction From High-Resolution Optical Satellite Images With Complex Backgrounds	IEEE Geoscience and Remote Sensing Letters	2016	271
39	Limitations of Principal Components Analysis for Hyperspectral Target Recognition	IEEE Geoscience and Remote Sensing Letters	2008	270
40	Remote Sensing of Fire Severity: Assessing the Performance of the Normalized Burn Ratio	IEEE Geoscience and Remote Sensing Letters	2006	269
41	Squeeze and Excitation Rank Faster R-CNN for Ship Detection in SAR Images	IEEE Geoscience and Remote Sensing Letters	2019	268
42	A New Pan-Sharpening Method With Deep Neural Networks	IEEE Geoscience and Remote Sensing Letters	2015	267
43	Multiclass and Binary SVM Classification: Implications for Training and Classification Users	IEEE Geoscience and Remote Sensing Letters	2008	263
44	Satellite Image Contrast Enhancement Using Discrete Wavelet Transform and Singular Value Decomposition	IEEE Geoscience and Remote Sensing Letters	2010	260
45	Mini-UAV-Borne LIDAR for Fine-Scale Mapping	IEEE Geoscience and Remote Sensing Letters	2011	260
46	Denoising and Dimensionality Reduction Using Multilinear Tools for Hyperspectral Images	IEEE Geoscience and Remote Sensing Letters	2008	257
47	Fast Multiclass Vehicle Detection on Aerial Images	IEEE Geoscience and Remote Sensing Letters	2015	256
48	Remote Sensing Image Registration With Modified SIFT and Enhanced Feature Matching	IEEE Geoscience and Remote Sensing Letters	2017	252
49	Multispectral and Hyperspectral Image Fusion Using a 3-D-Convolutional Neural Network	IEEE Geoscience and Remote Sensing Letters	2017	250
50	A Novel Point-Matching Algorithm Based on Fast Sample Consensus for Image Registration	IEEE Geoscience and Remote Sensing Letters	2015	248

Scientometrics

Overviews

Citing Bodies

IEEE Geoscience and Remote Sensing Letters

Top Articles