Hyperspectral Image Classification - Articles - Scientific Research Publishing

Application of Neural Networks to Matlab Analyzed Hyperspectral Images for Characterization of Composite Structures (Articles)

Mahmoud Z. Iskandarani

Journal of Intelligent Learning Systems and Applications Vol.5 No.3, July 31, 2013

DOI: 10.4236/jilsa.2013.53016 5,656 Downloads 9,380 Views Citations
Adaptive Lifting Transform for Classification of Hyperspectral Signatures (Articles)

Rajesh Agrawal, Narendra Bawane

Advances in Remote Sensing Vol.4 No.2, June 24, 2015

DOI: 10.4236/ars.2015.42012 4,653 Downloads 5,894 Views Citations
Semi-Supervised Dimensionality Reduction of Hyperspectral Image Based on Sparse Multi-Manifold Learning (Articles)

Hong Huang, Fulin Luo, Zezhong Ma, Hailiang Feng

Journal of Computer and Communications Vol.3 No.11, November 19, 2015

DOI: 10.4236/jcc.2015.311006 2,677 Downloads 3,677 Views Citations
Hyperspectral Image Classification Based on Hierarchical SVM Algorithm for Improving Overall Accuracy (Articles)

Lida Hosseini, Ramin Shaghaghi Kandovan

Advances in Remote Sensing Vol.6 No.1, February 8, 2017

DOI: 10.4236/ars.2017.61005 2,180 Downloads 4,259 Views Citations
CUR Based Initialization Strategy for Non-Negative Matrix Factorization in Application to Hyperspectral Unmixing (Articles)

Li Sun, Gengxin Zhao, Xinpeng Du

Journal of Applied Mathematics and Physics Vol.4 No.4, April 13, 2016

DOI: 10.4236/jamp.2016.44068 2,184 Downloads 3,694 Views Citations
Lossy-to-Lossless Compression of Hyperspectral Image Using the 3D Set Partitioned Embedded ZeroBlock Coding Algorithm (Articles)

Ying Hou

Journal of Software Engineering and Applications Vol.2 No.2, July 15, 2009

DOI: 10.4236/jsea.2009.22013 7,257 Downloads 11,969 Views Citations
Area-Correlated Spectral Unmixing Based on Bayesian Nonnegative Matrix Factorization (Articles)

Xiawei Chen, Jing Yu, Weidong Sun

Open Journal of Applied Sciences Vol.3 No.1B, January 22, 2013

DOI: 10.4236/ojapps.2013.31B009 4,174 Downloads 6,687 Views Citations
Detecting Oil Spill Contamination Using Airborne Hyperspectral Data in the River Nile, Egypt (Articles)

Islam Abou El-Magd, Sameh El Kafrawy, Islam Farag

Open Journal of Marine Science Vol.4 No.2, April 22, 2014

DOI: 10.4236/ojms.2014.42014 5,652 Downloads 8,444 Views Citations
Applications of Hyperspectral Remote Sensing in Ground Object Identification and Classification (Articles)

Yu Wei, Xicun Zhu, Cheng Li, Xiaoyan Guo, Xinyang Yu, Chunyan Chang, Houxing Sun

Advances in Remote Sensing Vol.6 No.3, September 14, 2017

DOI: 10.4236/ars.2017.63015 1,867 Downloads 4,791 Views Citations
Robust Principal Component Analysis Integrating Sparse and Low-Rank Priors (Articles)

Wei Zhai, Fanlong Zhang

Journal of Computer and Communications Vol.12 No.4, April 2, 2024

DOI: 10.4236/jcc.2024.124001 274 Downloads 1,418 Views Citations
An Improved EZW Hyperspectral Image Compression (Articles)

Kai-Jen Cheng, Jeffrey C. Dill

Journal of Computer and Communications Vol.2 No.2, January 10, 2014

DOI: 10.4236/jcc.2014.22006 3,803 Downloads 6,616 Views Citations
Combinations of Feature Descriptors for Texture Image Classification (Articles)

Alexander Barley, Christopher Town

Journal of Data Analysis and Information Processing Vol.2 No.3, August 28, 2014

DOI: 10.4236/jdaip.2014.23009 5,234 Downloads 7,703 Views Citations
Advanced Classification of Lands at TM and Envisat Images of Mongolia (Articles)

V. Battsengel, D. Amarsaikhan, Ts. Bat-Erdene, E. Egshiglen, A. Munkh-Erdene, M. Ganzorig

Advances in Remote Sensing Vol.2 No.2, June 11, 2013

DOI: 10.4236/ars.2013.22014 3,805 Downloads 7,243 Views Citations
Separability Analysis of Atlantic Forest Patches by Comparing Parametric and Non-Parametric Image Classification Algorithms (Articles)

Marcos Roberto Martines, Mariana de Paula Garcia Lúcio, Alexandre D. M. Cavagis, Marcel Fantin, Ricardo Vicente Ferreira, Matheus Oliveira Alves, Rogério Hartung Toppa

Journal of Geographic Information System Vol.11 No.5, October 18, 2019

DOI: 10.4236/jgis.2019.115035 735 Downloads 1,929 Views Citations
Optimal Flame Detection of Fires in Videos Based on Deep Learning and the Use of Various Optimizers (Articles)

Tidiane Fofana, Sié Ouattara, Alain Clement

Open Journal of Applied Sciences Vol.11 No.11, November 30, 2021

DOI: 10.4236/ojapps.2021.1111094 414 Downloads 1,596 Views Citations
Classification with Convolutional Neural Networks in MapReduce (Articles)

Min Chen

Journal of Computer and Communications Vol.12 No.8, August 29, 2024

DOI: 10.4236/jcc.2024.128011 140 Downloads 777 Views Citations
Research on PolSAR Image Classification Method Based on Vision Transformer Considering Local Information (Articles)

Mingxia Zhang, Aichun Wang, Xiaozheng Du, Xinmeng Wang, Yu Wu

Journal of Computer and Communications Vol.12 No.9, September 10, 2024

DOI: 10.4236/jcc.2024.129002 143 Downloads 744 Views Citations
A Combination Method of Stacked Convolutional Auto-Encoder and Selective Kernel Attention Mechanism for Image Classification (Articles)

Shuangshuang Chen, Na Jin, Ning Li, Wei Guo

Journal of Computer and Communications Vol.13 No.3, March 28, 2025

DOI: 10.4236/jcc.2025.133012 172 Downloads 829 Views Citations
A new approach for classification of human brain CT images based on morphological operations (Articles)

Ali Reza Fallahi, Mohammad Pooyan, Hassan Khotanlou

Journal of Biomedical Science and Engineering Vol.3 No.1, January 12, 2010

DOI: 10.4236/jbise.2010.31011 6,196 Downloads 11,164 Views Citations
Double Polarization SAR Image Classification based on Object-Oriented Technology (Articles)

Xiuguo Liu, Yongsheng Li, Wei Gao, Lin Xiao

Journal of Geographic Information System Vol.2 No.2, May 14, 2010

DOI: 10.4236/jgis.2010.22017 6,033 Downloads 10,970 Views Citations

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