How the Gemma 4 Vision Agent’s “Agentic Loop” Solves Complex Visual Reasoning

Explore the new agentic loop pipeline using Gemma 4 and Falcon Perception for highly accurate, locally hosted image ...
IEEE

HDA-SAMUNet: A Medical Image Segmentation Method Based on Vision Mamba UNet and MedSAM

Abstract: Deep learning methods have been extensively explored for medical image segmentation. Although recent CNN--based and Transformer-based frameworks have advanced medical-image segmentation, ...
IEEE

JOANet: An Integrated Joint Optimization Architecture Making Medical Image Segmentation ...

Abstract: Conventional computer vision pipelines typically treat low-level enhancement and high-level semantic tasks as isolated processes, focusing on optimizing enhancement for perceptual quality ...
TechEngage

CAPTCHA Evolution: The History of How Websites Prove You’re Human

From warped text to invisible AI scoring: the complete history of CAPTCHAs, how spammers beat them, and what comes next in the post-CAPTCHA era. Updated 2026.