Current Status and Perspectives of the Artificial Intelligence-Based Identification of Citrus Huanglongbing

Abstract

Over the past decade, several studies have been published exploring AI-based identification of Huanglongbing. However, there is a shortage of studies that integrate the existing knowledge related to AI technical identification. The main objective of this paper is to review the published papers in a time series to summarize the accuracy of HLB recognition-related AI algorithms in practical use. It also compares the different algorithms used in different studies using the identification accuracy as a benchmark, and finds that more sophisticated AI algorithms such as deep learning have higher accuracy rates. In addition, the article also makes suggestions for the future development direction of this field.