30 Jan 2024
#remotesensing
📢Efficient Deep Semantic Segmentation for #LandCoverClassification Using #Sentinel Imagery
by Anastasios Tzepkenlis, Konstantinos Marthoglou and Nikos Grammalidis
mdpi.com/2072-4292/15/8/2027…
#environment
5
592
19 Jan 2024
#notablepaper
📢Spectral Characteristics of the Dynamic World #LandCoverClassification by Christopher Small and Daniel Sousa
mdpi.com/2072-4292/15/3/575
#Biogeosciences
17
64
3,251
5 Jan 2024
#notablepaper
📢Improving the Accuracy of #LandUse and #LandCoverClassification of #Landsat Data in an Agricultural Watershed by Padmanava Dash, Scott L. Sanders, Prem Parajuli and Ying Ouyang
mdpi.com/2072-4292/15/16/402…
#urban
3
364
21 Nov 2023
#remotesensing
📢Continuous Multi-Angle #RemoteSensing and Its Application in Urban #LandCoverClassification by Yuan Yao, Yee Leung, Tung Fung, Zhenfeng Shao, Jie Lu, Deyu Meng, Hanchi Ying and Yu Zhou
mdpi.com/2072-4292/13/3/413#
#image #imageprocessing
6
938
23 Oct 2023
#mostcited
📢Assessment of #DeepLearning Techniques for #LandUse #LandCoverClassification in Southern New Caledonia by Guillaume Rousset, Marc Despinoy, Konrad Schindler and Morgan Mangeas
👉 Read the full article: mdpi.com/2072-4292/13/12/225…
2
6
1,221
17 Oct 2023
#remotesensing
📢WTS: A Weakly towards Strongly Supervised Learning Framework for #RemoteSensing #LandCoverClassification Using Segmentation Models by Wei Zhang, Ping Tang, Thomas Corpetti and Lijun Zhao
👉Read the full article: mdpi.com/2072-4292/13/3/394
5
26
2,176
🔓 OPEN ACCESS article:
Shi et. al. propose a comprehensive framework exploring optimal, precise #LandCoverClassification of complex scenes imaged with the ultra-hyperspectral #AisaIBIS sensor.
🔗 doi.org/10.1080/01431161.202…
#IJRS #RemoteSensing #hyperspectral #classification
3
198
14 Sep 2023
#latestpaper
📢Improving the Accuracy of #LandUse and #LandCoverClassification of #Landsat Data in an Agricultural Watershed by Padmanava Dash, Scott L. Sanders, Prem Parajuli and Ying Ouyang
👉Read the full article: mdpi.com/2072-4292/15/16/402…
2
7
1,022
🔔 New article:
Al Saidi et. al. propose a new #texture characterization descriptor, #CHLBP (completed homogeneous LBP), for #LandCoverClassification in remote sensing imagery.
🔗 doi.org/10.1080/01431161.202…
#IJRS #RemoteSensing #KNN #SVM #RandomForest #MLP
1
4
448
18 May 2023
#latestpaper
📢 Spectral Characteristics of the #DynamicWorld #LandCoverClassification by Christopher Small and Daniel Sousa
🔗 Read the full article: mdpi.com/2072-4292/15/3/575
2
17
2,159
🔔 New article:
Roy (@iiscbangalore) et. al. present a distributed #LandCoverClassification of FP (fully #polarimetric) and CP (compact polarimetric) #SAR observations using the MapReduce-based multi-layer #perceptron algorithm.
🔗 doi.org/10.1080/01431161.202…
#IJRS #RemoteSensing
4
5
787
10 Mar 2023
#latestpaper
📢 Spectral Characteristics of the #DynamicWorld #LandCoverClassification by Christopher Small and Daniel Sousa
🔗 mdpi.com/2072-4292/15/3/575
4
18
1,660
6 Feb 2023
#mostcited
📢 Effects of Training Set Size on #SupervisedMachineLearning #LandCoverClassification of Large-Area #HighResolution #RemotelySensedData by Christopher Ramezan, Timothy A. Warner, Aaron E. Maxwell and Bradley S. Price
🔗 Read the full article: mdpi.com/2072-4292/13/3/368
7
20
2,310
25 Aug 2022
Land Cover Classification Based on Double Scatterer Model and Neural Networks
by Konstantinos Karachristos and Vassilis Anastassopoulos
mdpi.com/2673-7418/2/3/18
#landcoverclassification
#PolSAR
#DoubleScattererModel
#neuralnetworks
1
17 Mar 2021
Now online in @ESAApplications:
Extending coverage and thematic resolution of compositional land cover maps in a hierarchical Bayesian framework
#LandCoverClassification #BayesianModels #Mapping
doi.org/10.1002/eap.2318
4
4
2 Mar 2021
#Knowforestry #Forestclassification #Landcoverclassification
Woodlands (WO). Wooded areas where trees and shrubs are predominant. To qualify as woodland the average height of the trees must exceed 4m. @KigoziMaggie @nemaug @min_waterUg @RMalango2015 @FriendsofZoka @GovUganda
4
15
25 Dec 2020
A Comparison of Three #Temporal Smoothing #Algorithms to Improve #LandCoverClassification: A Case Study from NEPAL
by Nishanta Khanal, Mir Abdul Matin, et al
👉mdpi.com/2072-4292/12/18/288…
#randomforest
#googleearthengine
#MachineLearning
#remotesensing
3
8
23 Dec 2020
#DeepLearning for #LandCoverClassification Using Only a Few Bands
by Chiman Kwan, Bulent Ayhan, et al
👉mdpi.com/2072-4292/12/12/200…
#hyperspectral
#lidar
#datafusion
#remotesensing
1
4
10 Aug 2020
#RSHighlyCitedPaper
A Stacked Fully #ConvolutionalNetworks with Feature Alignment Framework for Multi-Label #LandCover Segmentation
by Guangming Wu, Yimin Guo, et al.
👉mdpi.com/2072-4292/11/9/1051…
#remotesensing
#LandCoverClassification
#ImageSegmentation
#EnsembleLearing
3
10 Jul 2020
Here is the 3rd Publication from my Ph.D. Work...
#MyResearchPublications #SPIE #JARS #HyperspectralData #FeatureSelection #LandCoverClassification
spiedigitallibrary.org/journ…
1
1