Review
Open access
Aug 2026
A Comprehensive Review of Deep Learning in Agricultural Visual Perception: Progress, Bottlenecks, and Emerging Trends
This comprehensive review first constructs a progressive analytical framework from low-level data augmentation and static spatial cognition to high-level dynamic spatio-temporal reasoning, and then systematically classifies existing literature.
Chen Chen, Run-Lin Liu, Lei-Jun Xu
· Agriculture · 0 citations