Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Pedram Ghamisi

Image Restoration for Remote Sensing: Overview and Toolbox


Jul 01, 2021
Benhood Rasti, Yi Chang, Emanuele Dalsasso, Loïc Denis, Pedram Ghamisi

* This paper is under review in GRSM 

  Access Paper or Ask Questions

Fusion of Dual Spatial Information for Hyperspectral Image Classification


Oct 23, 2020
Puhong Duan, Pedram Ghamisi, Xudong Kang, Behnood Rasti, Shutao Li, Richard Gloaguen

* 13 pages, 11 figures 

  Access Paper or Ask Questions

Hyperspectral Image Classification with Attention Aided CNNs


Jun 12, 2020
Renlong Hang, Zhu Li, Qingshan Liu, Pedram Ghamisi, Shuvra S. Bhattacharyya


  Access Paper or Ask Questions

Comprehensive Review of Deep Reinforcement Learning Methods and Applications in Economics


Mar 21, 2020
Amir Mosavi, Pedram Ghamisi, Yaser Faghan, Puhong Duan

* 42 pages, 26 figures 

  Access Paper or Ask Questions

Data Science in Economics


Mar 19, 2020
Saeed Nosratabadi, Amir Mosavi, Puhong Duan, Pedram Ghamisi

* 22pages, 4 figures, 9 tables 

  Access Paper or Ask Questions

Feature Extraction for Hyperspectral Imagery: The Evolution from Shallow to Deep


Mar 06, 2020
Behnood Rasti, Danfeng Hong, Renlong Hang, Pedram Ghamisi, Xudong Kang, Jocelyn Chanussot, Jon Atli Benediktsson


  Access Paper or Ask Questions

Classification of Hyperspectral and LiDAR Data Using Coupled CNNs


Feb 04, 2020
Renlong Hang, Zhu Li, Pedram Ghamisi, Danfeng Hong, Guiyu Xia, Qingshan Liu

* IEEE Transactions on Geoscience and Remote Sensing, 2020 

  Access Paper or Ask Questions

Invariant Attribute Profiles: A Spatial-Frequency Joint Feature Extractor for Hyperspectral Image Classification


Dec 18, 2019
Danfeng Hong, Xin Wu, Pedram Ghamisi, Jocelyn Chanussot, Naoto Yokoya, Xiao Xiang Zhu

* IEEE Transactions on Geoscience and Remote Sensing, 2020 

  Access Paper or Ask Questions

Deep Learning for Hyperspectral Image Classification: An Overview


Oct 26, 2019
Shutao Li, Weiwei Song, Leyuan Fang, Yushi Chen, Pedram Ghamisi, Jón Atli Benediktsson

* IEEE Transactions on Geoscience and Remote Sensing, vol. 57, no. 9, pp. 6690-6709, Sep. 2019 

  Access Paper or Ask Questions

Fusion of Heterogeneous Earth Observation Data for the Classification of Local Climate Zones


May 29, 2019
Guichen Zhang, Pedram Ghamisi, Xiao Xiang Zhu

* accepted by TGRS 

  Access Paper or Ask Questions

Cascaded Recurrent Neural Networks for Hyperspectral Image Classification


Feb 28, 2019
Renlong Hang, Qingshan Liu, Danfeng Hong, Pedram Ghamisi


  Access Paper or Ask Questions

Multisource and Multitemporal Data Fusion in Remote Sensing


Dec 19, 2018
Pedram Ghamisi, Behnood Rasti, Naoto Yokoya, Qunming Wang, Bernhard Hofle, Lorenzo Bruzzone, Francesca Bovolo, Mingmin Chi, Katharina Anders, Richard Gloaguen, Peter M. Atkinson, Jon Atli Benediktsson


  Access Paper or Ask Questions

Using the SLEUTH urban growth model to simulate the impacts of future policy scenarios on urban land use in the Tehran metropolitan area in Iran


Aug 03, 2017
Shaghayegh Kargozar Nahavandya, Lalit Kumar, Pedram Ghamisi

* 27 pages, 6 figures, and 6 tables 

  Access Paper or Ask Questions

Integration of LiDAR and Hyperspectral Data for Land-cover Classification: A Case Study


Jul 09, 2017
Pedram Ghamisi, Gabriele Cavallaro, Dan, Wu, Jon Atli Benediktsson, Antonio Plaza


  Access Paper or Ask Questions