Projects per year
Abstract
Original language | English |
---|---|
Pages (from-to) | 4418-4433 |
Number of pages | 16 |
Journal | IEEE Transactions on Geoscience and Remote Sensing |
Volume | 53 |
Issue number | 8 |
Early online date | 20 Feb 2015 |
DOIs | |
Publication status | Published - 31 Aug 2015 |
Keywords
- data classification
- feature extraction
- hyperspectral imaging
- 2-D empirical mode decomposition
- 2-D singular spectrum analysis
Fingerprint Dive into the research topics of 'Novel two dimensional singular spectrum analysis for effective feature extraction and data classification in hyperspectral imaging'. Together they form a unique fingerprint.
Projects
-
Large scale demonstration of new circular economy value-chains based on the reuse of end-of-life: FiberEUse (H2020-IND-CE-2016-17)
Ijomah, W., Ren, J., Rentizelas, A., Windmill, J. & Xirouchakis, P.
European Commission - Horizon 2020
1/06/17 → 31/05/21
Project: Research
-
Remote oil spill detection and monitoring on ice-covered waters – Rosdam
Marshall, S. & Ren, J.
International Tanker Owners Pollution Federation Limited (The) ITOPF
1/05/16 → 30/04/17
Project: Research
Research output
- 86 Citations
- 5 Article
-
Dimensionality reduction based on determinantal point process and singular spectrum analysis for hyperspectral images
Chen, W., Yang, Z., Cao, F., Yan, Y., Wang, M., Qing, C. & Cheng, Y., 5 Sep 2018, In: IET Image Processing.Research output: Contribution to journal › Article › peer-review
Open AccessFile3 Citations (Scopus)16 Downloads (Pure) -
Effective denoising and classification of hyperspectral images using curvelet transform and singular spectrum analysis
Qiao, T., Ren, J., Wang, Z., Zabalza, J., Sun, M., Zhao, H., Li, S., Benediktsson, J. A., Dai, Q. & Marshall, S., 4 Jan 2017, In: IEEE Transactions on Geoscience and Remote Sensing. 55, 1, p. 119-133 15 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile68 Citations (Scopus)254 Downloads (Pure) -
Fast implementation of two-dimensional singular spectrum analysis for effective data classification in hyperspectral imaging
Zabalza, J., Qing, C., Yuen, P., Sun, G., Zhao, H. & Ren, J., 12 May 2017, In: Journal of the Franklin Institute. 19 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile6 Citations (Scopus)26 Downloads (Pure)
Student Theses
-
Feature extraction and data reduction for hyperspectral remote sensing Earth observation
Author: Zabalza, J., 5 Nov 2015Supervisor: Ren, J. (Supervisor) & Marshall, S. (Supervisor)
Student thesis: Doctoral Thesis
Prizes
-
IET V&I Best PhD Thesis Award (only one in UK per year)
Zabalza, Jaime (Recipient), Jinchang Ren (Recipient) & Marshall, Stephen (Recipient), Dec 2016
Prize: Prize (including medals and awards)
File