576
Views
31
CrossRef citations to date
0
Altmetric
Research Articles

A decision fusion method based on multiple support vector machine system for fusion of hyperspectral and LIDAR data

, &
Pages 196-209 | Received 04 Feb 2014, Accepted 21 Apr 2014, Published online: 04 Jun 2014

Keep up to date with the latest research on this topic with citation updates for this article.

Read on this site (3)

M. Ny Aina Rakotoarivony, Hamed Gholizadeh, William M. Hammond, Kianoosh Hassani, Omkar Joshi, Robert G. Hamilton, Samuel D. Fuhlendorf, Amy M. Trowbridge & Henry D. Adams. (2023) Detecting the invasive Lespedeza cuneata in grasslands using commercial small satellite imagery. International Journal of Remote Sensing 44:21, pages 6802-6824.
Read now
Iman Khosravi, Yury Razoumny, Javad Hatami Afkoueieh & Seyed Kazem Alavipanah. (2021) An ensemble method based on rotation calibrated least squares support vector machine for multi-source data classification. International Journal of Image and Data Fusion 12:1, pages 48-63.
Read now
Ghasem Abdi, Farhad Samadzadegan & Peter Reinartz. (2017) A decision-based multi-sensor classification system using thermal hyperspectral and visible data in urban area. European Journal of Remote Sensing 50:1, pages 414-427.
Read now

Articles from other publishers (28)

Sahar Hassani, Ulrike Dackermann, Mohsen Mousavi & Jianchun Li. (2024) A systematic review of data fusion techniques for optimized structural health monitoring. Information Fusion 103, pages 102136.
Crossref
Shenfu Zhang, Xiangchao Meng, Qiang Liu, Gang Yang & Weiwei Sun. (2023) Feature-Decision Level Collaborative Fusion Network for Hyperspectral and LiDAR Classification. Remote Sensing 15:17, pages 4148.
Crossref
Gisel Bastidas-Guacho, Patricio Moreno-Vallejo, Boris Vintimilla & Angel D. Sappa. (2023) Application on the Loop of Multimodal Image Fusion: Trends on Deep-Learning Based Approaches. Application on the Loop of Multimodal Image Fusion: Trends on Deep-Learning Based Approaches.
Weifeng Chen, Xiyang Wang, Shanping Gao, Guangtao Shang, Chengjun Zhou, Zhenxiong Li, Chonghui Xu & Kai Hu. (2023) Overview of Multi-Robot Collaborative SLAM from the Perspective of Data Fusion. Machines 11:6, pages 653.
Crossref
Henry Alexander Ignatious, Hesham El-Sayed, Manzoor Ahmed Khan & Bassem Mahmoud Mokhtar. (2023) Analyzing Factors Influencing Situation Awareness in Autonomous Vehicles—A Survey. Sensors 23:8, pages 4075.
Crossref
Manzoor Ahmed Khan, Hesham El Sayed, Sumbal Malik, Talha Zia, Jalal Khan, Najla Alkaabi & Henry Ignatious. (2022) Level-5 Autonomous Driving—Are We There Yet? A Review of Research Literature. ACM Computing Surveys 55:2, pages 1-38.
Crossref
Li Zhao, Tao Xie, William Perrie & Jingsong Yang. (2023) Deep-Learning-Based Sea Ice Classification With Sentinel-1 and AMSR-2 Data. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 16, pages 5514-5525.
Crossref
Muskan Sharma, Priyanka Kushwaha, Pragati Kumari, Pushpanjali Kumari & Richa Yadav. 2023. Communication and Intelligent Systems. Communication and Intelligent Systems 391 405 .
Yuchuan Fu, Changle Li, Fei Richard Yu, Tom H. Luan & Yao Zhang. (2022) A Survey of Driving Safety With Sensing, Vehicular Communications, and Artificial Intelligence-Based Collision Avoidance. IEEE Transactions on Intelligent Transportation Systems 23:7, pages 6142-6163.
Crossref
Sengul Bayrak & Eylem Yucel. 2022. Next Generation Healthcare Informatics. Next Generation Healthcare Informatics 1 25 .
Pradeep Duraisamy, Venkatesh Babu Sakthi Narayanan, Ramya Patturajan & Kumararaja Veerasamy. 2022. Computational Intelligence for Unmanned Aerial Vehicles Communication Networks. Computational Intelligence for Unmanned Aerial Vehicles Communication Networks 263 273 .
Baoxin Hu, Qian Li & G. Brent Hall. (2021) A decision-level fusion approach to tree species classification from multi-source remotely sensed data. ISPRS Open Journal of Photogrammetry and Remote Sensing 1, pages 100002.
Crossref
K.G. Manosha Chathuramali & Kazuo Kiguchi. (2020) Real-time detection of the interaction between an upper-limb power-assist robot user and another person for perception-assist. Cognitive Systems Research 61, pages 53-63.
Crossref
Haesik Kim. 2020. Design and Optimization for 5G Wireless Communications. Design and Optimization for 5G Wireless Communications 343 395 .
Tong Meng, Xuyang Jing, Zheng Yan & Witold Pedrycz. (2020) A survey on machine learning for data fusion. Information Fusion 57, pages 115-129.
Crossref
Quentin Legros, Sylvain Meignen, Stephen McLaughlin & Yoann Altmann. (2020) Expectation-Maximization Based Approach to 3D Reconstruction From Single-Waveform Multispectral Lidar Data. IEEE Transactions on Computational Imaging 6, pages 1033-1043.
Crossref
Sayyed Bagher Fatemi Nasrabadi. (2019) Questions of Concern in Drawing Up a Remote Sensing Change Detection Plan. Journal of the Indian Society of Remote Sensing 47:9, pages 1455-1469.
Crossref
Qixia Man & Pinliang Dong. (2019) Extraction of Urban Objects in Cloud Shadows on the basis of Fusion of Airborne LiDAR and Hyperspectral Data. Remote Sensing 11:6, pages 713.
Crossref
Anirban Das, Rohan Gupta & Suchetana Chakraborty. (2019) Significance of Adaptive Sensing for Smart Building Monitoring: A Practical Study. Significance of Adaptive Sensing for Smart Building Monitoring: A Practical Study.
Anirban Das, Rohan Gupta & Suchetana Chakraborty. (2019) Motivating In-network Fusion for Smart Infrastructure Monitoring. Motivating In-network Fusion for Smart Infrastructure Monitoring.
Seyed Yousef Sajjadi & Omid Aieneh. (2018) Urban Features Production with Combining LiDAR and Hyperspectral Data. Journal of Geospatial Information Technology 6:1, pages 1-14.
Crossref
Ni-Bin Chang, Kaixu Bai, Sanaz Imen, Chi-Farn Chen & Wei Gao. (2018) Multisensor Satellite Image Fusion and Networking for All-Weather Environmental Monitoring. IEEE Systems Journal 12:2, pages 1341-1357.
Crossref
Ghasem Abdi, Farhad Samadzadegan & Peter Reinartz. (2018) Deep learning decision fusion for the classification of urban remote sensing data. Journal of Applied Remote Sensing 12:01, pages 1.
Crossref
Jon A. Benediktsson, Gabriele Cavallaro, Nicola Falco, Ihsen Hedhli, Vladimir A. Krylov, Gabriele Moser, Sebastiano B. Serpico & Josiane Zerubia. 2018. Mathematical Models for Remote Sensing Image Processing. Mathematical Models for Remote Sensing Image Processing 277 323 .
Raphaël d’Andrimont, Catherine Marlier & Pierre Defourny. (2017) Hyperspatial and Multi-Source Water Body Mapping: A Framework to Handle Heterogeneities from Observations and Targets over Large Areas. Remote Sensing 9:3, pages 211.
Crossref
Furqan Alam, Rashid Mehmood, Iyad Katib, Nasser N. Albogami & Aiiad Albeshri. (2017) Data Fusion and IoT for Smart Ubiquitous Environments: A Survey. IEEE Access 5, pages 9533-9554.
Crossref
Qi Chen, Dengsheng Lu, Michael Keller, Maiza dos-Santos, Edson Bolfe, Yunyun Feng & Changwei Wang. (2015) Modeling and Mapping Agroforestry Aboveground Biomass in the Brazilian Amazon Using Airborne Lidar Data. Remote Sensing 8:1, pages 21.
Crossref
Iman Khosravi & Akhondzadeh Mehdi. (2014) The Use of Multiple Classifier Systems For Improving the Classification Accuracy of High–Dimensional Fully Polarimetric SAR Images. Journal of Geospatial Information Technology 2:3, pages 69-84.
Crossref

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.