The application of mixed GA-BP algorithm on remote sensing image classification

Wan-chun, Zhou; Gangsheng, Xie; Liu, Bo

doi:10.1117/12.813210

Cited by 4 publications

(2 citation statements)

References 0 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…Genetic Algorithm (GA) is combined with Back-Propagation (BP) [15,72,73,74]. In each case, an increase performance was observed over using ANN alone.…”

Section: ) Authenticating Security Componentsmentioning

confidence: 99%

Currency security and forensics: a survey

Chambers

Yan

Garhwal

et al. 2014

Multimed Tools Appl

View full text Add to dashboard Cite

Abstract-By its definition, the word 'currency' refers to an agreed medium for exchange, a nation's currency is the formal medium enforced by the elected governing entity. Throughout history, issuers have faced one common threat: counterfeiting. Despite technological advancements, overcoming counterfeit production remains a distant future. Scientific determination of authenticity requires a deep understanding of the raw materials and manufacturing processes involved. This survey serves as a synthesis of the current literature to understand the technology and the mechanics involved in currency manufacture and security, whilst identifying gaps in the current literature. Ultimately, a robust currency is desired.

show abstract

“…Genetic Algorithm (GA) is combined with Back-Propagation (BP) [15,72,73,74]. In each case, an increase performance was observed over using ANN alone.…”

Section: ) Authenticating Security Componentsmentioning

confidence: 99%

Currency security and forensics: a survey

Chambers

Yan

Garhwal

et al. 2014

Multimed Tools Appl

View full text Add to dashboard Cite

show abstract

“…Additionally, their spatial resolution is low, leading to frequently inaccurate classification results. In recent years, with the rapid development of domestic satellites [6] , domestic sub-meter and meter-level high spatial resolution images have been increasingly utilized in crop identification research [7] . Yu [8] developed a method for rice extraction using deep learning algorithms applied to high-resolution images.…”

Section: Introductionmentioning

confidence: 99%

A method for determining rice planting areas considering the phenological characteristics of multi-phase high-resolution remote sensing images

wang,

Long,

2023

Second International Conference on Geographic Information and Remote Sensing Technology (GIRST 2023)

View full text Add to dashboard Cite

An Image Recognition Method for Coal Gangue Based on ASGS-CWOA and BP Neural Network

Wang

2022

Symmetry

View full text Add to dashboard Cite

To improve the recognition accuracy of coal gangue images with the back propagation (BP) neural network, a coal gangue image recognition method based on BP neural network and ASGS-CWOA (ASGS-CWOA-BP) was proposed, which makes two key contributions. Firstly, a new feature extraction method for the unique features of coal and gangue images is proposed, known as “Encircle–City Feature”. Additionally, a method that applied ASGS-CWOA to optimize the parameters of the BP neural network was introduced to address to the issue of its low accuracy in coal gangue image recognition, and a BP neural network with a simple structure and reduced computational consumption was designed. The experimental results showed that the proposed method outperformed the other six comparison methods, with recognition of 95.47% and 94.37% in the training set and the test set, respectively, showing good symmetry.

show abstract

The application of mixed GA-BP algorithm on remote sensing image classification

Cited by 4 publications

References 0 publications

Currency security and forensics: a survey

Currency security and forensics: a survey

A method for determining rice planting areas considering the phenological characteristics of multi-phase high-resolution remote sensing images

An Image Recognition Method for Coal Gangue Based on ASGS-CWOA and BP Neural Network

Contact Info

Product

Resources

About