IEEE

Segmentation of Green Roofs in High-Resolution Remote Sensing Images With GR-Net

Abstract: Accurately recognizing the spatial distribution of green roofs is crucial for quantitatively assessing their ecological benefits in urban areas. Deep learning (DL) has been applied to this ...
IEEE

TCTL-Net: Template-Free Color Transfer Learning for Self-Attention Driven Underwater Image Enhancement

Abstract: Vision is an important source of information for underwater observations, but underwater images commonly suffer severe visual degradation due to the complexity of the underwater imaging ...
usaherald

Re-Examination of Early October Image of 3I/ATLAS Reveals a Structured Core and Industrial-Grade Metal Signature That Challenges Natural Explanation

This early image contains features we now recognize as impossible to dismiss. The data aligns disturbingly well with what later telescopes confirmed. What we once wrote off as noise now looks like the ...
usaherald

Forensic Review of New HiRISE Image Shows 3I/ATLAS Exhibiting an Unusually Dense Core and Asymmetric Outflow

A tiny interstellar visitor sharpens into view. The nucleus refuses to behave like ordinary comet dust. The new image raises questions NASA’s briefing has not yet answered. NASA today released one of ...
Hosted on MSN

3I/ATLAS’ new image revealed! Giant core, strange sunward jets, twin anti-tails, and unseen cosmic secrets

A remarkable new image of interstellar comet 3I/ATLAS has reignited global fascination among astronomers, astrophysicists, and space enthusiasts alike. As reported, the image was captured by British ...
Bleeping Computer

Microsoft fixes highest-severity ASP.NET Core flaw ever

Earlier this week, Microsoft patched a vulnerability that was flagged with the "highest ever" severity rating received by an ASP.NET Core security flaw. This HTTP request smuggling bug (CVE-2025-55315 ...
SecurityWeek

‘Highest Ever’ Severity Score Assigned by Microsoft to ASP.NET Core Vulnerability

CVE-2025-55315 is an HTTP request smuggling bug leading to information leaks, file content tampering, and server crashes. Microsoft’s October Patch Tuesday updates addressed a critical-severity ...
Frontiers

FLA-UNet: feature-location attention U-Net for foveal avascular zone segmentation in OCTA images

1 School of Electrical and Electronic Engineering, Wuhan Polytechnic University, Wuhan, China 2 School of Computer Science and Technology, Wuhan University of Science and Technology, Wuhan, China ...
ascopubs.org

Next-generation U-Net Encoder: Decoder for accurate, automated CTC detection from images of peripheral blood nucleated cells stained with EPCAM and DAPI.

Beyond tumor-shed markers: AI driven tumor-educated polymorphonuclear granulocytes monitoring for multi-cancer early detection. Clinical outcomes of a prospective multicenter study evaluating a ...
Microsoft

Code injection attacks using publicly disclosed ASP.NET machine keys

In December 2024, Microsoft Threat Intelligence observed limited activity by an unattributed threat actor using a publicly available, static ASP.NET machine key to inject malicious code and deliver ...
Frontiers

MSGU-Net: a lightweight multi-scale ghost U-Net for image segmentation

U-Net and its variants have been widely used in the field of image segmentation. In this paper, a lightweight multi-scale Ghost U-Net (MSGU-Net) network architecture is proposed. This can efficiently ...