Video Coding for Machines: A Paradigm of Collaborative Compression and Intelligent Analytics

Duan, Lingyu, Liu, Jiaying, Yang, Wenhan, Huang, Tiejun, Gao, Wen·2020·IEEE Transactions on Image Processing

Cited by (260)

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  11. State-Of-The-Art In Video Processing: Compression, Optimization And Retrieval
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  15. Visual Data Compression for Metaverse: Technology, Standard, and Challenges
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  16. End-to-End Facial Deep Learning Feature Compression with Teacher-Student Enhancement
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  17. Test-Time Fine-Tuning of Image Compression Models for Multi-Task Adaptability
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  18. Static Video Compression’s Influence on Neural Network Performance
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  19. Exploring the Video Coding for Machines Standard: Current Status and Future Directions
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  45. Rate-Distortion Optimized Cross Modal Compression With Multiple Domains
    Junlong Gao, Chuanmin Jia, Zhimeng Huang, Shanshe Wang, Siwei Ma, Wen Gao · 2024 · IEEE Transactions on Circuits and Systems for Video Technology
  46. Hierarchical Image Feature Compression for Machines via Feature Sparsity Learning
    Ding Ding, Zhenzhong Chen, Zizheng Liu, Xiaozhong Xu, Shan Liu · 2024 · IEEE Signal Processing Letters
  47. Aligned Intra Prediction and Hyper Scale Decoder Under Multistage Context Model for JPEG AI
    Shuai Li, Yanbo Gao, Chuankun Li, Hui Yuan · 2024 · IEEE Signal Processing Letters
  48. Luma Range Scaling for Enhanced VVC Efficiency in Video Coding for Machines
    Tero Partanen, Alban Marie, Alexandre Mercat, Jarno Vanne, Miska M. Hannuksela, Honglei Zhang, Alireza Aminlou, Francesco Cricri · 2024 · IEEE International Workshop on Multimedia Signal Processing (MMSP)
  49. Task–Adapted Learnable Embedded Quantization for Scalable Human-Machine Image Compression
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    Bin Chen, Yujun Huang, Han Qiu, Shu‐Tao Xia, Fei Wei, Xuan Wang, Meikang Qiu A · 2025 · IEEE Transactions on Systems Man and Cybernetics Systems
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  57. Intelligent Power Grid Video Surveillance Technology Based on Efficient Compression Algorithm Using Robust Particle Swarm Optimization
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  73. A Modular System for Enhanced Robustness of Multimedia Understanding Networks via Deep Parametric Estimation
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