Ghamisi, Pedram and Rasti, Behnood and Zhu, Xiaoxiang (2017) Feature fusion of hyperspectral and lidar data using extinction profiles and total variation. In: IEEE 2017 Geoscience and Remote Sensing Symposium (IGARSS), pp. 2621-2624. IEEE Xplore. IGARSS 2017, 23.-28. Juli 2017, Fort Worth, Texas, USA. doi: 10.1109/IGARSS.2017.8127532. ISSN 2153-7003.
![]() |
PDF
380kB |
Official URL: http://ieeexplore.ieee.org/document/8127532/
Abstract
To improve the classification of hyperspectral images, this paper proposes an approach for multi-sensor data fusion of LiDAR and hyperspectral data using extinction profiles and Orthogonal Total Variation Component Analysis (OTVCA). Results on the benchmark Houston data indicate the superior performance of the proposed approach compared to other approaches used in the experiments based on classification accuracies.
Item URL in elib: | https://elib.dlr.de/118209/ | ||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Document Type: | Conference or Workshop Item (Speech) | ||||||||||||
Title: | Feature fusion of hyperspectral and lidar data using extinction profiles and total variation | ||||||||||||
Authors: |
| ||||||||||||
Date: | July 2017 | ||||||||||||
Journal or Publication Title: | IEEE 2017 Geoscience and Remote Sensing Symposium (IGARSS) | ||||||||||||
Refereed publication: | Yes | ||||||||||||
Open Access: | Yes | ||||||||||||
Gold Open Access: | No | ||||||||||||
In SCOPUS: | No | ||||||||||||
In ISI Web of Science: | No | ||||||||||||
DOI : | 10.1109/IGARSS.2017.8127532 | ||||||||||||
Page Range: | pp. 2621-2624 | ||||||||||||
Publisher: | IEEE Xplore | ||||||||||||
ISSN: | 2153-7003 | ||||||||||||
Status: | Published | ||||||||||||
Keywords: | multi-sensor data fusion, hyperspectral data, lidar data, extinction profiles, orthogonal total variation | ||||||||||||
Event Title: | IGARSS 2017 | ||||||||||||
Event Location: | Fort Worth, Texas, USA | ||||||||||||
Event Type: | international Conference | ||||||||||||
Event Dates: | 23.-28. Juli 2017 | ||||||||||||
HGF - Research field: | Aeronautics, Space and Transport | ||||||||||||
HGF - Program: | Space | ||||||||||||
HGF - Program Themes: | Earth Observation | ||||||||||||
DLR - Research area: | Raumfahrt | ||||||||||||
DLR - Program: | R EO - Earth Observation | ||||||||||||
DLR - Research theme (Project): | R - Optical remote sensing, R - Vorhaben hochauflösende Fernerkundungsverfahren (old) | ||||||||||||
Location: | Oberpfaffenhofen | ||||||||||||
Institutes and Institutions: | Remote Sensing Technology Institute > SAR Signal Processing | ||||||||||||
Deposited By: | Zielske, Mandy | ||||||||||||
Deposited On: | 12 Jan 2018 14:47 | ||||||||||||
Last Modified: | 31 Jul 2019 20:15 |
Repository Staff Only: item control page