@incollection{, 8016440F286A4E7BBD2B03CAE66725F6 , author={{Dr. Ekambaram KesavuluReddy}}, journal={{Global Journal of Computer Science and Technology}}, journal={{GJCST}}0975-41720975-435010.34257/gjcst, address={Cambridge, United States}, publisher={Global Journals Organisation}2225359 } @book{b0, , title={{Transferring deep convolutional neural networks for the scene classifification of high-resolution remote sensing imagery. Remote Sens}} , author={{ FHu } and { GSXia } and { JHu } and { LZhang }} , year={2015} 7 } @book{b1, , title={{Bidirectionalconvolutional LSTM based spectral-spatial feature learning for hyperspectral image classifification}} , author={{ QLiu } and { FZhou } and { RHang } and { XYuan }} 1330 , note={Remote Sens. 2017, 9} } @incollection{b2, , title={{Joint dictionary learning for multispectral change detection}} , author={{ XLu } and { YYuan } and { XZheng }} , journal={{IEEE Trans. Cybern}} 47 , year={2017} } @incollection{b3, , title={{A deep learning method for change detection in synthetic aperture radar images}} , author={{ YLi } and { CPeng } and { YChen } and { LJiao } and { LZhou } and { RShang }} , journal={{IEEE Trans. Geosci. Remote Sens}} 57 , year={2019} } @incollection{b4, , title={{Densely based multiscale and multi-modal fully convolutional networks for highresolution remotesensing image semantic segmentation}} , author={{ CPeng } and { YLi } and { LJiao } and { YChen } and { RShang }} , journal={{IEEE J. Sel. Topics Appl. Earth Observ. Remote Sens}} 12 , year={2019} } @incollection{b5, , title={{New frontiers in spectral-spatial hyperspectral image classifification: The latest advances based on mathematical morphology, Markov random fifields, segmentation, sparse representation, and deep learning}} , author={{ PGhamisi } and { EMaggiori } and { SLi } and { RSouza } and { YTarablaka } and { GMoser } and { YChen }} , journal={{IEEE Geosci. Remote Sens. Mag}} 6 , year={2018} } @incollection{b6, , title={{Color indexing}} , author={{ MJSwain } and { DHBallard }} , journal={{Int. J. Comput. Vis}} 7 , year={1991} } @incollection{b7, , title={{Multiresolution gray-scale and rotation invariant texture classifification with local binary patterns}} , author={{ TOjala } and { MPietikainen } and { TMaenpaa }} , journal={{IEEE Trans. Pattern Anal. Mach. Intell}} 24 , year={2002} } @incollection{b8, , title={{Rotation invariant texture measured by local binary pattern for remote sensing image classifification}} , author={{ CSong } and { FYang } and { PLi }} , booktitle={{Proceedings of the 2nd International Workshop on Education Technology and Computer Science}} the 2nd International Workshop on Education Technology and Computer ScienceWuhan, China, 6-7 , year={March 2010} 3 } @incollection{b9, , title={{Modeling the shape of the scene: A holistic representation of the spatial envelope}} , author={{ AOliva } and { TAntonio }} , journal={{Int. J. Comput. Vis}} 42 , year={2001} } @incollection{b10, , title={{Histograms of oriented gradients for human detection}} , author={{ NDalal } and { BTriggs }} , booktitle={{Proceedings of the CVPR, IEEE Computer Society Conference on Computer Vision and Pattern Recognition}} the CVPR, IEEE Computer Society Conference on Computer Vision and Pattern RecognitionBoston, MA, USA , year={June 2015} } @incollection{b11, , title={{Video Google: A text retrieval approach to object matching in videos}} , author={{ JSivic } and { AZisserman }} , booktitle={{Proceedings of the IEEE International Conference on Computer Vision (ICCV)}} the IEEE International Conference on Computer Vision (ICCV)Nice, France , year={October 2003} 1470 } @incollection{b12, , title={{Remote sensing scene classification based on rotation invariant feature learning and joint decision making}} , author={{ YZhou } and { XLiu } and { JZhao } and { DMa } and { RYao } and { BLiu } and { YZheng }} , journal={{EURASIP J. Image}} , year={Video Process. 2019, 2019} } @incollection{b13, , title={{Multiple resolution block feature for remote-sensing scene classifification}} , author={{ CWang } and { WLin } and { PTang }} , journal={{Int. J. Remote Sens}} 40 , year={2019} } @incollection{b14, , title={{Cover Classification from a Mapping Perspective: Pixelwise Supervision in the Deep Learning Era}} , author={{ TWilhelm } and { DKoßmann } and { Land }} , booktitle={{Proceedings of the 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS}} the 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSSBrussels, Belgium , year={July 2021} } @book{b15, , title={{SEN12MS-A Curated Dataset of Georeferenced Multi-Spectral Sentinel-1/2 Imagery for Deep Learning and Data Fusion}} , author={{ MSchmitt } and { LHHughes } and { CQiu } and { XXZhu }} arXiv:1906.07789 , year={2019} } @incollection{b16, , title={{Bigearthnet: A Large-Scale Benchmark Archive for Remote Sensing Image Understanding}} , author={{ GSumbul } and { MCharfuelan } and { BDemir } and { VMarkl }} , booktitle={{Proceedings of the IGARSS 2019-2019 IEEE International Geoscience and Remote Sensing Symposium}} the IGARSS 2019-2019 IEEE International Geoscience and Remote Sensing SymposiumYokohama, Japan , year={28 July-2 August 2019} } @incollection{b17, , title={{On Creating Benchmark Dataset for Aerial Image Interpretation: Reviews, Guidances, and Million-AID}} , author={{ YLong } and { GSXia } and { SLi } and { WYang } and { MYYang } and { XXZhu } and { LZhang } and { DLi }} , journal={{IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens}} 14 , year={2021} } @book{b18, , title={{Remote Sensing Digital Image Analysis: An Introduction}} , author={{ JARichards } and { XJia }} , year={2005} , publisher={Springer} , address={Berlin, Germany} , note={4th ed.} } @book{b19, , title={{Deep Learning-Based Semantic Segmentation of Urban Features in Satellite Images: A Review and Meta-Analysis}} , author={{ BNeupane } and { THoranont } and { JAryal }} 808 , note={Remote Sens. 2021, 13} } @incollection{b20, , title={{High-Resolution Remote Sensing Image Classification Method Based on Convolutional Neural Network and Restricted Conditional Random Field}} , author={{ XPan } and { JZhao }} , journal={{Remote Sens}} 10 920 , year={2018} } @incollection{b21, , title={{Deep Learning in Remote Sensing Applications: A Meta-Analysis and Review}} , author={{ LMa } and { YLiu } and { XZhang } and { YYe } and { GYin } and { BAJohnson }} , journal={{ISPRS J. Photogramm. Remote Sens}} 152 , year={2019} } @incollection{b22, , title={{Long-Term Annual Mapping of Four Cities on Different Continents by Applying a Deep Information Learning Method to Landsat Data}} , author={{ HLyu } and { HLu } and { LMou } and { WLi } and { JWright } and { XLi } and { XLi } and { XZhu } and { JWang } and { LYu }} , journal={{Remote Sens}} 10 471 , year={2018} } @incollection{b23, , title={{Active Deep Learning for Classification of Hyperspectral Images}} , author={{ PLiu } and { HZhang } and { KBEom }} , journal={{IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens}} 10 , year={2017} } @incollection{b24, , title={{Asymmetric Adaptation of Deep Features for Cross-Domain Classification in Remote Sensing Imagery}} , author={{ NAmmour } and { LBashmal } and { YBazi } and { MMAl Rahhal } and { MZuair }} , journal={{IEEE Geosci. Remote Sens. Lett}} 15 , year={2018} } @incollection{b25, , title={{Deep Feature Alignment Neural Networks for Domain Adaptation of Hyperspectral Data}} , author={{ XZhou } and { SPrasad }} , journal={{IEEE Trans. Geosci. Remote Sens}} 56 , year={2018} } @incollection{b26, , title={{Object-Based Classification of Remote Sensing Data for Change Detection}} , author={{ VWalter }} , journal={{ISPRS J. Photogramm. Remote Sens}} 58 , year={2004} } @incollection{b27, , title={{A Review of Fine-Scale Land Use and Land Cover Classification in Open-Pit Mining Areas by Remote Sensing Techniques}} , author={{ WChen } and { XLi } and { HHe } and { LWang }} , journal={{Remote Sens}} 10 15 , year={2018} } @incollection{b28, , title={{Deep Filter Banks for Land-Use Scene Classification}} , author={{ HWu } and { BLiu } and { WSu } and { WZhang } and { JSun }} , journal={{IEEE Geosci. Remote Sens. Lett}} 13 , year={2016} } @incollection{b29, , title={{A Framework for Land Use Scenes Classification Based on Landscape Photos}} , author={{ SXu } and { SZhang } and { JZeng } and { TLi } and { QGuo } and { SJin }} , journal={{IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens}} 13 , year={2020} } @book{b30, , title={{Mapping Heterogeneous Urban Landscapes from the Fusion of Digital Surface Model and Unmanned Aerial Vehicle-Based Images Using Adaptive Multiscale Image Segmentation and Classification}} , author={{ MB AGibril } and { BKalantar } and { RAl-Ruzouq } and { NUeda } and { VSaeidi } and { AShanableh } and { SMansor } and { HZShafri }} 1081 , note={Remote Sens. 2020, 12} } @incollection{b31, , title={{Multitemporal Relearning with Convolutional LSTM Models for Land Use Classification}} , author={{ YZhu } and { CGeis } and { ESo } and { YJin }} , journal={{IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens}} 14 , year={2021} }