Open access
Aug 2026
Dual-stream deep learning framework integrating texture and shape features for robust image classification
This research proposes a single dual-stream deep learning architecture that learns texture and shape representations parallelly that combines texture and shape information into one architecture, making it a strong and adaptable solution for a wide range of image identification challenges.
Sanjyot Thuse, Meena Chavan
· Journal of integrated scienc... · 0 citations