2 citations · 4 across the 4 of their papers we have counts for
4 papers
Hashed Binary Search Sampling for Convolutional Network Training with Large Overhead Image Patches
Dalton Lunga, Lexie Yang, Budhendra Bhaduri
Very large overhead imagery associated with ground truth maps has the potential to generate billions of training image patches for machine learning algorithms. However, random samp…
Exploiting Convolutional Representations for Multiscale Human Settlement Detection
Dalton Lunga, Dilip Patlolla, Lexie Yang +2
We test this premise and explore representation spaces from a single deep convolutional network and their visualization to argue for a novel unified feature extraction framework. T…
Nonlinear Dynamic Field Embedding: On Hyperspectral Scene Visualization
Dalton Lunga 'and' Okan Ersoy
Graph embedding techniques are useful to characterize spectral signature relations for hyperspectral images. However, such images consists of disjoint classes due to spatial detail…
Generating Similar Graphs From Spherical Features
Dalton Lunga, Sergey Kirshner
We propose a novel model for generating graphs similar to a given example graph. Unlike standard approaches that compute features of graphs in Euclidean space, our approach obtains…