Remote Sensing Image Scene Classification via Label Augmentation and Intra-Class Constraint

by Hao Xie, Yushi Chen, Pedram Ghamisi
Published 2021-06-01

The application of ResU-net and OBIA for landslide detection from multi-temporal sentinel-2 images

by Omid Ghorbanzadeh, Khalil Gholamnia, Pedram Ghamisi
Published 2022-02-01

Deep Semantic Segmentation of Trees Using Multispectral Images

by Irem Ulku, Erdem Akagunduz, Pedram Ghamisi
Published 2022-01-01

Hyperspectral Feature Extraction Using Sparse and Smooth Low-Rank Analysis

by Behnood Rasti, Pedram Ghamisi, Magnus O. Ulfarsson
Published 2019-01-01

Feature Extraction and Selection of Sentinel-1 Dual-Pol Data for Global-Scale Local Climate Zone Classification

by Jingliang Hu, Pedram Ghamisi, Xiao Xiang Zhu
Published 2018-09-01

WetMapFormer: A unified deep CNN and vision transformer for complex wetland mapping

by Ali Jamali, Swalpa Kumar Roy, Pedram Ghamisi
Published 2023-06-01

Gaussian mixture model and Markov random fields for hyperspectral image classification

by Hamid Ghanbari, Saeid Homayouni, Abdolreza Safari, Pedram Ghamisi
Published 2018-01-01

Sparsity Regularized Deep Subspace Clustering for Multicriterion-Based Hyperspectral Band Selection

by Samiran Das, Sawon Pratiher, Chirag Kyal, Pedram Ghamisi
Published 2022-01-01

Supervised Contrastive Learning-Based Classification for Hyperspectral Image

by Lingbo Huang, Yushi Chen, Xin He, Pedram Ghamisi
Published 2022-11-01

How Hyperspectral Image Unmixing and Denoising Can Boost Each Other

by Behnood Rasti, Bikram Koirala, Paul Scheunders, Pedram Ghamisi
Published 2020-05-01

Multilevel Structure Extraction-Based Multi-Sensor Data Fusion

by Puhong Duan, Xudong Kang, Pedram Ghamisi, Yu Liu
Published 2020-12-01

Hyperspectral and LiDAR Fusion Using Deep Three-Stream Convolutional Neural Networks

by Hao Li, Pedram Ghamisi, Uwe Soergel, Xiao Xiang Zhu
Published 2018-10-01

Leveraging involution and convolution in an explainable building damage detection framework

by Seyd Teymoor Seydi, Mahdi Hasanlou, Jocelyn Chanussot, Pedram Ghamisi
Published 2023-09-01

TransU-Net++: Rethinking attention gated TransU-Net for deforestation mapping

by Ali Jamali, Swalpa Kumar Roy, Jonathan Li, Pedram Ghamisi
Published 2023-06-01

BDD-Net+: A Building Damage Detection Framework Based on Modified Coat-Net

by Seyd Teymoor Seydi, Mahdi Hasanlou, Jocelyn Chanussot, Pedram Ghamisi
Published 2023-01-01

An Efficient Deep Unsupervised Superresolution Model for Remote Sensing Images

by Mohammad Moein Sheikholeslami, Saeed Nadi, Amin Alizadeh Naeini, Pedram Ghamisi
Published 2020-01-01

MsRi-CCF: Multi-Scale and Rotation-Insensitive Convolutional Channel Features for Geospatial Object Detection

by Xin Wu, Danfeng Hong, Pedram Ghamisi, Wei Li, Ran Tao
Published 2018-12-01

Multiple Optical Sensor Fusion for Mineral Mapping of Core Samples

by Behnood Rasti, Pedram Ghamisi, Peter Seidel, Sandra Lorenz, Richard Gloaguen
Published 2020-07-01

COVID-19 Pandemic Prediction for Hungary; A Hybrid Machine Learning Approach

by Gergo Pinter, Imre Felde, Amir Mosavi, Pedram Ghamisi, Richard Gloaguen
Published 2020-06-01

Mapping Dwellings in IDP/Refugee Settlements Using Deep Learning

by Omid Ghorbanzadeh, Alessandro Crivellari, Dirk Tiede, Pedram Ghamisi, Stefan Lang
Published 2022-12-01