If you see 100% or high CPU, GPU or Disk usage by the .NET Runtime Optimization Service (mscorsvw.exe) on your Windows 11/10 PC, then this guide will help you fix the problem. Why is .NET Runtime ...

Abstract: Historical maps are unique and valuable archives that document geographic features across different time periods. However, automated analysis of historical map images remains a significant ...

SAM2's perception pattern exhibite computational redundancy. i) The focused attention in mask decoder vs. broad attention span in image encoder shows unnecessary background computation. ii) In memory ...

Existing trackers are often task-specific, limiting generalization. We present a unified tracker, SAM 2++, unifies tracking across masks, boxes, and points through task-specific prompts, a unified ...

Microsoft releases .NET 11 Preview 6 Latest preview of the next .NET brings improvements across the board, from the runtime and libraries to the C# and F# programming languages. By Paul Krill Jul 15, ...

Abstract: The latest advancement in large foundational model, SAM2, has demonstrated significant potential in 3D medical image segmentation due to their capability to effectively segment video streams ...