High Efficiency Video Coding
PulseAugur coverage of High Efficiency Video Coding — every cluster mentioning High Efficiency Video Coding across labs, papers, and developer communities, ranked by signal.
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MLVC: Learned Video Codec Achieves Real-World Deployment on NPUs
Researchers have developed MLVC, a multi-platform learned video codec designed for real-world deployment, addressing key challenges that have prevented AI-based codecs from supplanting traditional ones. MLVC tackles iss…
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Codebook Capacity Dominates Video Compression Quality Over Resolution
Researchers have found that codebook capacity, rather than spatial resolution, is the primary factor influencing perceptual quality in hierarchical discrete video compression. An empirical study using MS-VQ-VAE models a…
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RL framework enhances wireless token communications for video transmission
Researchers have developed a novel framework for Wireless Token Communications (TokenCom) that utilizes reinforcement learning to improve efficiency and semantic quality in multi-user video transmission. The system inte…
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BLUE video compression preserves VLM performance for surveillance analytics
A new research paper introduces BLUE, a video compression method designed for surveillance systems that prioritizes semantic information for vision-language models (VLMs). Unlike traditional codecs that focus on human v…
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Survey details deep learning for video coding, targeting consumer electronics
This survey paper examines deep learning-based filtering (DLF) techniques for video coding, focusing on their application in consumer electronics. It addresses the challenge of computational complexity and power consump…
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Neural network stores video and audio as network weights, achieving 2.61x compression
Researchers have developed a novel video codec that stores video and audio as the weights of a neural network, rather than compressed pixel data. This approach uses a sinusoidal representation network (SIREN) that maps …
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Hikvision launches Guanlan AI system for physical world integration · WAIC 2026
Hikvision unveiled its Guanlan large model system at the 2026 World Artificial Intelligence Conference (WAIC 2026), focusing on integrating AI into the physical world. The system, detailed in a new white paper, offers a…
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GStreamer 1.28.5 adds H.266/VVC decoding support
The GStreamer 1.28.5 multimedia framework has been released, introducing support for decoding the H.266/VVC video codec. This update also includes enhancements for HEVC with alpha decoding. The open-source framework is …
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New MS-VQ-VAE method achieves ultra-low bitrate video compression
Researchers have developed a novel video compression method using a discrete latent representation called MS-VQ-VAE, which operates effectively at ultra-low bitrates below 0.1 bits per pixel. This approach overcomes lim…
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MLVC neural video codec achieves cross-platform compatibility and real-time speed
Researchers have developed MLVC, a novel neural video codec designed for practical cross-platform deployment. Unlike previous neural codecs that suffered from hardware incompatibility and high computational costs, MLVC …
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Wangling Town launches satellite communication edge AI system
Wangling Town launched its first satellite communication terminal edge intelligent computing system, OneLinQ Edge, at MWC Shanghai. This system integrates consumer electronics intelligent computing technologies like vid…
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New metric predicts rPPG algorithm performance under video compression
Researchers have developed a new metric called Spatial Artifact Coherence (SAC) to predict the performance of remote photoplethysmography (rPPG) algorithms under video compression. SAC, calculated from the covariance ma…
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New neural framework NeR-SC enhances screen content video compression
Researchers have developed NeR-SC, a novel neural representation framework specifically designed for screen content video compression. This framework builds upon the SNeRV backbone and introduces three key modules: a le…
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AV1 video codec replaces H.264 as new industry standard
The AV1 video codec is emerging as the new industry standard, replacing the long-dominant H.264 in video surveillance. Developed by the Alliance for Open Media, AV1 offers significant improvements in compression efficie…
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CATRF framework improves volumetric media compression for streaming
Researchers have developed CATRF, a novel framework for compressing volumetric media to improve content delivery. This method integrates standard codecs like JPEG and AV1 directly into the training loop, allowing featur…
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Dwarkesh Patel Explains Video Codecs and Compression on Lex Fridman Podcast
Dwarkesh Patel, host of the Lex Fridman Podcast, has released multiple episodes discussing video codecs and compression. These episodes delve into various standards such as AV2, H.265 (HEVC), H.266 (VVC), and AV1. The d…
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Robotic vision uses hybrid video and stills to improve detail under bandwidth limits
Researchers have proposed a novel hybrid visual telemetry scheme for bandwidth-constrained robotic vision systems. This approach combines a continuous low-bitrate video stream with selectively transmitted high-detail st…
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New dataset GameScope aids gaming video quality assessment across codecs
Researchers have introduced GameScope, a new benchmark dataset designed for assessing the quality of gaming videos across various codecs and content types. This dataset, the largest of its kind, includes 4,048 video sam…