IEEE

A Multi-Scale Contrast Preserving Encoder-Decoder Architecture for Local Change Detection From Thermal Video Scenes

Abstract: This article presents a new deep-learning architecture based on an encoder-decoder framework that retains contrast while performing background subtraction (BS) on thermal videos. The ...
marktechpost

Google Introduces T5Gemma 2: Encoder Decoder Models with Multimodal Inputs via SigLIP and 128K Context

T5Gemma 2 follows the same adaptation idea introduced in T5Gemma, initialize an encoder-decoder model from a decoder-only checkpoint, then adapt with UL2. In the above figure the research team show ...
The Verge

‘All chaos and panic’: Nilay answers your burning Decoder questions

Posts from this topic will be added to your daily email digest and your homepage feed. Welcome to our end-of-year Decoder special! Senior producers Kate Cox and Nick Statt here. We’ve had a big year, ...
Streaming Media Magazine

Nokia, Ericsson, Fraunhofer HHI Join Forces to Drive 6G-Era Video Coding Standardization

European connectivity leaders Nokia and Ericsson have partnered with Berlin-based Fraunhofer HHI to shape and drive the next generation of video-coding standardization for better immersive media and ...
IEEE

AVNPSO: Hyperparameter Optimization of Encoder-Decoder Networks for Image Segmentation

Abstract: Image segmentation is crucial in many fields, but existing image segmentation models based on encoder-decoder networks are constrained by manual parameter tuning and the limited ...
GitHub

LAME is an open-source encoder that encodes and decodes audio to the MP3 file format. For all MP3 needs a Node.js wrapper of the full LAME command line.

The encoder reads WAV-, MP1-, MP2- and MP3-format and encodes it into an MP3 file. The decoder reads MP3-format and decodes it into WAV.
TV Technology

Magewell to Show Latest Pro Convert Device, Preview Xmit Encoder/Decoder at Infocomm

NANJING, China—Magewell will showcase the latest addition to its Pro Convert product line and introduce a new family of Pro Convert devices during InfoComm 2025, June 11-13, at the Orange County ...
Ars Technica

Apple Videotoolbox AV1 video encoding is almost too good to be true

I've been transcoding videos on handbrake using AV1 which I think is the latest encoder. AV1 on the Mac is often incredibly efficient. I'm talking 3gb -> 300mb efficient. Even tougher material with ...
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 ...
VentureBeat

New fully open source vision encoder OpenVision arrives to improve on OpenAI’s Clip, Google’s SigLIP

Join the event trusted by enterprise leaders for nearly two decades. VB Transform brings together the people building real enterprise AI strategy. Learn more The University of California, Santa Cruz ...
Forbes

A Privacy-Preserving On-Device Design For Wearable AI

As AI glasses like Ray-Ban Meta gain popularity, wearable AI devices are receiving increased attention. These devices excel at providing voice-based AI assistance and can see what users see, helping ...