687 citations · 1.1k across the 33 of their papers we have counts for
4 papers · 1 filter
Classification of remote sensing images using attribute profiles and feature profiles from different trees: a comparative study
Minh-Tan Pham, Erchan Aptoula, Sébastien Lefèvre
The motivation of this paper is to conduct a comparative study on remote sensing image classification using the morphological attribute profiles (APs) and feature profiles (FPs) ge…
Generative Adversarial Networks for Realistic Synthesis of Hyperspectral Samples
Nicolas Audebert, Bertrand Le Saux, Sébastien Lefèvre
This work addresses the scarcity of annotated hyperspectral data required to train deep neural networks. Especially, we investigate generative adversarial networks and their applic…
Recent Developments from Attribute Profiles for Remote Sensing Image Classification
Minh-Tan Pham, Sébastien Lefèvre, Erchan Aptoula +1
Morphological attribute profiles (APs) are among the most effective methods to model the spatial and contextual information for the analysis of remote sensing images, especially fo…
Buried object detection from B-scan ground penetrating radar data using Faster-RCNN
Minh-Tan Pham, Sébastien Lefèvre
In this paper, we adapt the Faster-RCNN framework for the detection of underground buried objects (i.e. hyperbola reflections) in B-scan ground penetrating radar (GPR) images. Due…