Leveraging Artificial Intelligence for Image Processing through Advanced Image Pixel Matrices

16 November 2023, Version 1
This content is an early or alternative research output and has not been peer-reviewed by Cambridge University Press at the time of posting.

Abstract

The research article "Leveraging Artificial Intelligence for Image Processing through Advanced Image Pixel Matrices" navigates the fusion of AI and image processing, revealing its transformative impact. It delves into AI's role in image analysis, interpretation, and manipulation, utilizing intricate image pixel matrices. This exploration is underpinned by the power of convolutional neural networks (CNNs) in unraveling complex patterns from images. The article presents compelling case studies, highlighting AI's prowess in medical diagnostics like diabetic retinopathy detection and financial fraud prevention through image scrutiny. Ethical dimensions are examined, stressing the importance of unbiased and responsible AI integration. The research synthesizes key findings, emphasizing AI's revolutionary potential while urging a principled approach. It emphasizes the need to mitigate biases, protect privacy, and foster transparency in AI applications. In essence, this scholarly work propels the field of AI-enhanced image processing, inspiring responsible innovation, and charting a path toward a future where pixels and AI harmonize for unprecedented insights.

Keywords

Artificial Intelligence
Machine Learning
Dhanush Kandhan
Image Processing
Image Generation

Comments

Comments are not moderated before they are posted, but they can be removed by the site moderators if they are found to be in contravention of our Commenting and Discussion Policy [opens in a new tab] - please read this policy before you post. Comments should be used for scholarly discussion of the content in question. You can find more information about how to use the commenting feature here [opens in a new tab] .
This site is protected by reCAPTCHA and the Google Privacy Policy [opens in a new tab] and Terms of Service [opens in a new tab] apply.