Catherine Elizabeth

Jun 30, 2024 | parasitesandvectors.biomedcentral.com | Catherine Elizabeth |James Anthony |David Peter |Yasser Mehmood

The 3D dataset was transformed into 2D telecentric and single-camera datasets at various distances from the swarm. Evaluating the machine learning framework’s performance at these distances (Fig. 6), the single-camera model closely matches the telecentric dataset as the camera moves farther from the object. For each distance, the tuned pipeline returns differing segment sizes and overlaps, which are also displayed. Classification performance of the 2D single-camera model as the distance varies.

Oct 4, 2023 | bmchealthservres.biomedcentral.com | Catherine Elizabeth

Database and hand searches yielded 5481 titles. Following the searches, 561 duplicates were removed. 4920 titles and abstracts were screened for relevancy according to the inclusion and exclusion criteria identified prior to the search. 95 full texts were retrieved. These were screened independently by two reviewers for eligibility. 68 studies were excluded, leaving 27 studies for inclusion in the systematic review.