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Video Compression

Video Compression is a process of reducing the size of an image or video file by exploiting spatial and temporal redundancies within an image or video frame and across multiple video frames. The ultimate goal of a successful Video Compression system is to reduce data volume while retaining the perceptual quality of the decompressed data.

Source: Adversarial Video Compression Guided by Soft Edge Detection

Papers

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Showing 1–50 of 496 papers

TitleStatusHype
GSVR: 2D Gaussian-based Video Representation for 800+ FPS with Hybrid Deformation Field—0
Video Compression for Spatiotemporal Earth System DataCode2
MSNeRV: Neural Video Representation with Multi-Scale Feature Fusion—0
Audio-Visual Driven Compression for Low-Bitrate Talking Head Videos—0
Rethinking Generative Human Video Coding with Implicit Motion Transformation—0
Generalized Gaussian Entropy Model for Point Cloud Attribute Compression with Dynamic Likelihood Intervals—0
Generative Models at the Frontier of Compression: A Survey on Generative Face Video Coding—0
Highly Efficient Non-Separable Transforms for Next Generation Video Coding—0
Generative Latent Coding for Ultra-Low Bitrate Image and Video Compression—0
Robo-DM: Data Management For Large Robot Datasets—0
Video Compression Commander: Plug-and-Play Inference Acceleration for Video Large Language ModelsCode2
Neural Video Compression with Context ModulationCode0
Higher fidelity perceptual image and video compression with a latent conditioned residual denoising diffusion modelCode0
Neural Video Compression using 2D Gaussian Splatting—0
BiECVC: Gated Diversification of Bidirectional Contexts for Learned Video CompressionCode1
SR-NeRV: Improving Embedding Efficiency of Neural Video Representation via Super-Resolution—0
Emerging Advances in Learned Video Compression: Models, Systems and Beyond—0
Neural Stereo Video Compression with Hybrid Disparity Compensation—0
TVC: Tokenized Video Compression with Ultra-Low Bitrate—0
Low-Rank Adaptation of Neural Fields—0
Text-Audio-Visual-conditioned Diffusion Model for Video Saliency Prediction—0
FANeRV: Frequency Separation and Augmentation based Neural Representation for Video—0
L-LBVC: Long-Term Motion Estimation and Prediction for Learned Bi-Directional Video Compression—0
Enhancing 3D Gaussian Splatting Compression via Spatial Condition-based Prediction—0
Improved Motion Plane Adaptive 360-Degree Video Compression Using Affine Motion Models—0
GIViC: Generative Implicit Video Compression—0
PromptMobile: Efficient Promptus for Low Bandwidth Mobile Video Streaming—0
FG-DFPN: Flow Guided Deformable Frame Prediction NetworkCode0
Residual Learning and Filtering Networks for End-to-End Lossless Video Compression—0
Rethinking Video Tokenization: A Conditioned Diffusion-based ApproachCode1
UAR-NVC: A Unified AutoRegressive Framework for Memory-Efficient Neural Video Compression—0
Lossy Neural Compression for Geospatial Analytics: A Review—0
High Dynamic Range Video Compression: A Large-Scale Benchmark Dataset and A Learned Bit-depth Scalable Compression AlgorithmCode1
Towards Practical Real-Time Neural Video CompressionCode0
Hierarchical Semantic Compression for Consistent Image Semantic Restoration—0
Pleno-Generation: A Scalable Generative Face Video Compression Framework with Bandwidth Intelligence—0
CANeRV: Content Adaptive Neural Representation for Video Compression—0
Diffusion-based Perceptual Neural Video Compression with Temporal Diffusion Information Reuse—0
RL-RC-DoT: A Block-level RL agent for Task-Aware Video Compression—0
An Efficient Adaptive Compression Method for Human Perception and Machine Vision Tasks—0
GaussianVideo: Efficient Video Representation via Hierarchical Gaussian Splatting—0
MetaNeRV: Meta Neural Representations for Videos with Spatial-Temporal Guidance—0
Listening and Seeing Again: Generative Error Correction for Audio-Visual Speech RecognitionCode0
Plug-and-Play Versatile Compressed Video Enhancement—0
FLAVC: Learned Video Compression with Feature Level Attention—0
Perceptual Video Compression with Neural Wrapping—0
RivuletMLP: An MLP-based Architecture for Efficient Compressed Video Quality Enhancement—0
CoordFlow: Coordinate Flow for Pixel-wise Neural Video Representation—0
ReTaKe: Reducing Temporal and Knowledge Redundancy for Long Video UnderstandingCode1
Adaptive Rate Control for Deep Video Compression with Rate-Distortion Prediction—0
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