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Remote Sensing Letters Volume 11, 2020 - Issue 2
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DeepSat V2: feature augmented convolutional neural nets for satellite image classification

Qun LiuDepartment of Computer Science, Louisiana State University, Baton Rouge, LA, USACorrespondence[email protected]
,
Saikat BasuDepartment of Computer Science, Louisiana State University, Baton Rouge, LA, USA
,
Sangram GangulyBay Area Environmental Research Institute, NASA Ames Research Center, Moffett Field, CA, USA
,
Supratik MukhopadhyayDepartment of Computer Science, Louisiana State University, Baton Rouge, LA, USA
,
Robert DiBianoDepartment of Computer Science, Louisiana State University, Baton Rouge, LA, USA
,
Manohar KarkiDepartment of Computer Science, Louisiana State University, Baton Rouge, LA, USA
&
Ramakrishna NemaniNASA Advanced Supercomputing Division, NASA Ames Research Center, Moffett Field, CA, USA
 show all
Pages 156-165 | Received 08 May 2019, Accepted 22 Sep 2019, Published online: 21 Nov 2019

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Vasiliki Balaska, Loukas Bampis, Stefanos Katsavounis & Antonios Gasteratos. (2023) Generating Graph-Inspired Descriptors by Merging Ground-Level and Satellite Data for Robot Localization. Cybernetics and Systems 54:5, pages 697-715.
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Edward Collier, Supratik Mukhopadhyay, Kate Duffy, Sangram Ganguly, Geri Madanguit, Subodh Kalia, Gayaka Shreekant, Ramakrishna Nemani, Andrew Michaelis, Shuang Li & Auroop Ganguly. (2021) Semantic Segmentation of High Resolution Satellite Imagery using Generative Adversarial Networks with Progressive Growing. Remote Sensing Letters 12:5, pages 439-448.
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Erdal Özbay & Muhammed Yıldırım. (2023) Classification of satellite images for ecology management using deep features obtained from convolutional neural network models. Iran Journal of Computer Science 6:3, pages 185-193.
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Kehua Guo, Liang Chen, Xiangyuan Zhu, Xiaoyan Kui, Jian Zhang & Heyuan Shi. (2023) Double-layer Search and Adaptive Pooling Fusion for Reference-based Image Super-resolution. ACM Transactions on Multimedia Computing, Communications, and Applications.
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N. Bharatha Devi, B B Beenarani & E. Sivanantham. (2023) Satellite image detection and classification using hybrid segmentation and feature extraction with enhanced probabilistic neural network. Earth Science Informatics 16:2, pages 1281-1292.
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J S Bindhu & K.V Pramod. (2022) Texture and pixel - based satellite image classification using cellular automata. Multimedia Tools and Applications 82:7, pages 9913-9937.
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Wenzhuo Wang, Zhiwei Wang, Xin Liu, Wujing Li, Qiufang Li, Yagang Zhang, Qianchang Chen, Shuyu Guo & Zhi Xu. (2023) Frequency Response Mode Prediction of Power System After Large Disturbances Based on Deep Belief Neural Network. IEEE Access 11, pages 113653-113666.
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Davide Lomeo & Minerva Singh. (2022) Cloud-Based Monitoring and Evaluation of the Spatial-Temporal Distribution of Southeast Asia’s Mangroves Using Deep Learning. Remote Sensing 14:10, pages 2291.
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Kaveen Liyanage & Bradley M. Whitaker. (2022) Feature Analysis in Satellite Image Classification Using LC-KSVD and Frozen Dictionary Learning. Feature Analysis in Satellite Image Classification Using LC-KSVD and Frozen Dictionary Learning.
Adam Bess, Frej Berglind, Supratik Mukhopadhyay, Michal Brylinski, Nicholas Griggs, Tiffany Cho, Chris Galliano & Kishor M. Wasan. (2022) Artificial intelligence for the discovery of novel antimicrobial agents for emerging infectious diseases. Drug Discovery Today 27:4, pages 1099-1107.
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Kun Zhao, Yongkun Liu, Siyuan Hao, Shaoxing Lu, Hongbin Liu & Lijian Zhou. (2022) Bounding Boxes Are All We Need: Street View Image Classification via Context Encoding of Detected Buildings. IEEE Transactions on Geoscience and Remote Sensing 60, pages 1-17.
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Nathan Price & Peter M. Atkinson. (2022) Global GDP Prediction With Night-Lights and Transfer Learning. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 15, pages 7128-7138.
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Haya Mesfer Alshahrani, Fahd N. Al-Wesabi, Mesfer Al Duhayyim, Nadhem Nemri, Seifedine Kadry & Bassam A.Y. Alqaralleh. (2021) An automated deep learning based satellite imagery analysis for ecology management. Ecological Informatics 66, pages 101452.
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Girish Rentala, Yimin Zhu & Supratik Mukhopadhyay. (2021) Application of Causal Inference to the Analysis of Occupant Thermal State and Energy Behavioral Intentions in Immersive Virtual Environments. Frontiers in Sustainable Cities 3.
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Alimire Nabijiang, Supratik Mukhopadhyay, Chanachok Chokwitthaya, Yimin Zhu, Girish Rentala & Qun Liu. (2021) Why Did You Turn On That Light?. Why Did You Turn On That Light?.
Neeru Rathee, Sudesh Pahal & Dinesh Sheoran. (2021) Evaluating the Uncertainty of Classification Due to Image Resizing Techniques for Satellite Image Classification. MAPAN 36:2, pages 243-251.
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Emre Tercan & Umit Haluk Atasever. (2021) Effectiveness of autoencoder for lake area extraction from high-resolution RGB imagery: an experimental study. Environmental Science and Pollution Research 28:24, pages 31084-31096.
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Edward Collier & Supratik Mukhopadhyay. (2021) GAP: Quantifying the Generative Adversarial Set and Class Feature Applicability of Deep Neural Networks. GAP: Quantifying the Generative Adversarial Set and Class Feature Applicability of Deep Neural Networks.
Humayra Ferdous, Tasnim Siraj, Shifat Jahan Setu, Md. Musfique Anwar & Muhammad Arifur Rahman. 2021. Proceedings of International Conference on Trends in Computational and Cognitive Engineering. Proceedings of International Conference on Trends in Computational and Cognitive Engineering 627 637 .
Liguo Weng, Ming Qian, Min Xia, Yiqing Xu & Chunzheng Li. (2020) Land use/land cover recognition in arid zone using A multi-dimensional multi-grained residual Forest☆. Computers & Geosciences 144, pages 104557.
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Kaveen Liyanage & Bradley M. Whitaker. (2020) Satellite Image Classification Using LC-KSVD Sparse Coding. Satellite Image Classification Using LC-KSVD Sparse Coding.
Étienne Clabaut, Myriam Lemelin, Mickaël Germain, Marie-Claude Williamson & Éloïse Brassard. (2020) A Deep Learning Approach to the Detection of Gossans in the Canadian Arctic. Remote Sensing 12:19, pages 3123.
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Mingwei Zhang, Weipeng Jing, Jingbo Lin, Nengzhen Fang, Wei Wei, Marcin Woźniak & Robertas Damaševičius. (2020) NAS-HRIS: Automatic Design and Architecture Search of Neural Network for Semantic Segmentation in Remote Sensing Images. Sensors 20:18, pages 5292.
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Junsuo Qu, Chang Su, Zhiwei Zhang & Abolfazl Razi. (2020) Dilated Convolution and Feature Fusion SSD Network for Small Object Detection in Remote Sensing Images. IEEE Access 8, pages 82832-82843.
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Edward Collier, Robert DiBiano & Supratik Mukhopadhyay. 2020. Neural Information Processing. Neural Information Processing 229 237 .

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