FFmpeg fixes PixelSmash flaw in widely used video decoder

A newly disclosed FFmpeg flaw dubbed 'PixelSmash' could be exploited for remote code execution on Jellyfin servers under ...
Nature

Snapshot 3D image projection using a diffractive decoder

3D image display is essential for next-generation volumetric imaging; however, dense depth multiplexing for 3D image projection remains challenging because diffraction-induced cross-talk rapidly ...
AOL

Florida Has 6 Million Acres of Wildlife Images That It Can’t Decode Alone

Even as AI becomes more common in research, real people are still needed in wildlife research. Florida is asking for the public's help in identifying trail camera photos across over 6 million acres of ...
GitHub

A Go library and CLI tool to encode/decode WebP images without system dependencies (CGO).

There are a couple of libraries to encode WebP images in Go, and even though they do the job well, they have one limitation that don't satisfy my needs: they depend on libraries to be installed on the ...
Nature

Scene image visual layout based on deep encoder–decoder network and visual image attention model

Generating complex scene layouts faces challenges such as cross-modal semantic alignment bias and low efficiency in modeling dynamic spatiotemporal relationships. Existing methods have limitations on ...
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 ...
IEEE

Decoder-Only Image Registration

Abstract: In unsupervised medical image registration, encoder-decoder architectures are widely used to predict dense, full-resolution displacement fields from paired images. Despite their popularity, ...
LinkedIn

From Input to Output: Demystifying the Encoder-Decoder Architecture

Ever wondered how machines learn to translate languages, generate summaries, or even describe images? It all starts with a powerful architecture that knows how to encode meaning and decode it back ...