Back to search

Article

Advancing Image Segmentation Techniques for Strawberry Detection in Vision-Based Agricultural Robotics

2026-01-21

Abstract excerpt

Image segmentation is a fundamental component of vision-based agricultural robotics, enabling accurate fruit localization, disease detection, and automated harvesting. However, real-world strawberry fields present significant challenges due to irregular fruit morphology, dense foliage occlusions, variable ripeness, and strong illumination variability. Moreover, segmentation models trained on a single dataset often...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work
36cea112-771a-5007-9e4f-8a5898a0af28
DOI
10.20944/preprints202601.1638.v1
Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest
Interactive article relationship graphSelect a related publication card to move it into the centre and load its closest explainable connections. Solid lines are source-backed structured connections. Dashed lines are semantic discovery signals and are not scientific evidence.
Advancing Image Segmentation Techniques for Strawberry Detection in Vision-Based Agricultural RoboticsDOI 10.20944/preprints202601.1638.v1
Select a neighboring publication to make it the new centre.