Search Results for author: Jón Atli Benediktsson

Found 6 papers, 1 papers with code

Evolving Restricted Boltzmann Machine-Kohonen Network for Online Clustering

no code implementations14 Feb 2024 J. Senthilnath, Adithya Bhattiprolu, Ankur Singh, Bangjian Zhou, Min Wu, Jón Atli Benediktsson, XiaoLi Li

A novel online clustering algorithm is presented where an Evolving Restricted Boltzmann Machine (ERBM) is embedded with a Kohonen Network called ERBM-KNet.

Clustering Online Clustering

Asymmetric Hash Code Learning for Remote Sensing Image Retrieval

1 code implementation15 Jan 2022 Weiwei Song, Zhi Gao, Renwei Dian, Pedram Ghamisi, Yongjun Zhang, Jón Atli Benediktsson

In this paper, we propose a novel deep hashing method, named asymmetric hash code learning (AHCL), for RSIR.

Deep Hashing Image Retrieval

Deep Learning for Hyperspectral Image Classification: An Overview

no code implementations26 Oct 2019 Shutao Li, Weiwei Song, Leyuan Fang, Yushi Chen, Pedram Ghamisi, Jón Atli Benediktsson

Specifically, we first summarize the main challenges of HSI classification which cannot be effectively overcome by traditional machine learning methods, and also introduce the advantages of deep learning to handle these problems.

BIG-bench Machine Learning Classification +2

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