mlsanityData to 7 Oct 2026

A Technical Overview of AV1

arXiv 2008.06091 ↗First posted 13 Aug 2020eess.IVcited by 46

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Abstract (arXiv)

The AV1 video compression format is developed by the Alliance for Open Media consortium. It achieves more than 30% reduction in bit-rate compared to its predecessor VP9 for the same decoded video quality. This paper provides a technical overview of the AV1 codec design that enables the compression performance gains with considerations for hardware feasibility.

Key facts. Cited by 46 papers in the map (data through 7 Oct 2026). First posted on arXiv 13 Aug 2020.

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Citing papers per year: 2021: 2; 2022: 3; 2023: 3; 2024: 13; 2025: 10; 2026: 15.

46 papers.

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  1. 2024ElasticTok: Adaptive Tokenization for Image and Videocited by 44
  2. 2024USTC-TD: A Test Dataset and Benchmark for Image and Video Coding in 2020scited by 37
  3. 2024APISR: Anime Production Inspired Real-World Anime Super-Resolutioncited by 16
  4. 2025GIViC: Generative Implicit Video Compressioncited by 9
  5. 2022Perceptual Video Coding for Machines via Satisfied Machine Ratio Modelingcited by 7
  6. 2023Sandwiched Video Compression: Efficiently Extending the Reach of Standard Codecs with Neural Wrapperscited by 6
  7. 2024Efficient Long Video Tokenization via Coordinate-based Patch Reconstructioncited by 6
  8. 2026AdaCodec: A Predictive Visual Code for Video MLLMscited by 6
  9. 2022Estimating the Resize Parameter in End-to-end Learned Image Compressioncited by 5
  10. 2024Tell Codec What Worth Compressing: Semantically Disentangled Image Coding for Machine with LMMscited by 5
  11. 2025Ultra-lightweight Neural Video Representation Compressioncited by 5
  12. 2024SPC-NeRF: Spatial Predictive Compression for Voxel Based Radiance Fieldcited by 4
34 more
  1. 2025UAR-NVC: A Unified AutoRegressive Framework for Memory-Efficient Neural Video Compressioncited by 3
  2. 2023Full Reference Video Quality Assessment for Machine Learning-Based Video Codecscited by 2
  3. 2024Survey on Visual Signal Coding and Processing with Generative Models: Technologies, Standards and Optimizationcited by 2
  4. 2024Standard compliant video coding using low complexity, switchable neural wrapperscited by 2
  5. 2025Leveraging AV1 motion vectors for Fast and Dense Feature Matchingcited by 2
  6. 2026TaCo: A Benchmark for Lossless and Lossy Codecs of Heterogeneous Tactile Datacited by 2
  7. 2026Tracking without Seeing: Geospatial Inference using Encrypted Traffic from Distributed Nodescited by 2
  8. 2022Learning True Rate-Distortion-Optimization for End-To-End Image Compressioncited by 1
  9. 2024Region of Interest Loss for Anonymizing Learned Image Compressioncited by 1
  10. 2024Variable-size Symmetry-based Graph Fourier Transforms for image compressioncited by 1
  11. 2024Motion Free B-frame Coding for Neural Video Compressioncited by 1
  12. 2025In-Loop Filtering Using Learned Look-Up Tables for Video Codingcited by 1
  13. 2025End-to-End Learning-based Video Streaming Enhancement Pipeline: A Generative AI Approachcited by 1
  14. 2026Task-Oriented Communication for Human Action Understanding via Edge-Cloud Co-Inferencecited by 1
  15. 2026Deformable Wiener Filter for Future Video Codingcited by 1
  16. 2021Comparison of Lossless Image Formatscited by 0
  17. 2021Learned Image Compression with Separate Hyperprior Decoderscited by 0
  18. 2023LSCD: A Large-Scale Screen Content Dataset for Video Compressioncited by 0
  19. 2024High-Quality, ROS Compatible Video Encoding and Decoding for High-Definition Datasetscited by 0
  20. 2024Advanced Learning-Based Inter Prediction for Future Video Codingcited by 0
  21. 2025Subjective and Objective Quality Assessment of Banding Artifacts on Compressed Videoscited by 0
  22. 2025Guiding WaveMamba with Frequency Maps for Image Debandingcited by 0
  23. 2025Optimized Learned Image Compression for Facial Expression Recognitioncited by 0
  24. 2025Challenges and Solutions in Selecting Optimal Lossless Data Compression Algorithmscited by 0
  25. 2026Multi-Objective Pareto-Front Optimization for Efficient Adaptive VVC Streamingcited by 0
  26. 2026A Camera-Native Talking-Head Video Dataset for Various Computer Vision Taskscited by 0
  27. 2026FDIM: A Feature-distance-based Generic Video Quality Metric for Versatile Codecscited by 0
  28. 2026Efficient Dense Matching for Enhanced Gaussian Splatting Using AV1 Motion Vectorscited by 0
  29. 2026TVRN: Invertible Neural Networks for Compression-Aware Temporal Video Rescalingcited by 0
  30. 2026High-Fidelity Video Compression based on Invertible Neural Transform and Implicit Conditioningcited by 0
  31. 2026VOCA: Visual Odometry with Codec Awarenesscited by 0
  32. 2026BLUE: Semantics-Preserving Video Compression for Efficient Vision-Language Surveillance Analyticscited by 0
  33. 2026CodecArena: Codec Quality Assessment via Visual Reinforcement Learningcited by 0
  34. 2026Perceptual Refinement of an End-to-End Video Streaming Pipeline via Generative AI Layerscited by 0